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Hitchhiker’s Guide
to The Open Cloud
Linux Foundation Collaboration Summit 2013
Mark R. Hinkle
Sr. Director , OPEN SOURCE SOLUTIONS
Citrix Systems INC.
@mrhinkle
mrhinkle@gmail.com
Mark Hinkle, Sr. Director, Open Source Solutions
•  Dedicated	
  to	
  the	
  success	
  of	
  the	
  Apache	
  CloudStack,	
  Open	
  
Daylight	
  &	
  Xen	
  Project	
  Communi3es	
  on	
  Citrix	
  behalf	
  
•  Run	
  BuildACloud.org	
  learning	
  ac3vi3es	
  all	
  over	
  the	
  world	
  
•  Joined	
  Citrix	
  via	
  Cloud.com	
  acquisi3on	
  July	
  2011	
  
•  Zenoss	
  Core	
  Open	
  Source	
  project	
  to	
  100,000	
  users,	
  1.5	
  
million	
  downloads	
  
•  Former	
  LinuxWorld	
  Magazine	
  Editor-­‐in-­‐Chief	
  
•  Open	
  Management	
  ConsorGum	
  organizer	
  
•  Author	
  -­‐	
  “Windows	
  to	
  Linux	
  Business	
  Desktop	
  MigraGon”	
  –	
  
Thomson	
  
•  NetDirector	
  Project	
  -­‐	
  Open	
  Source	
  Configura3on	
  
Management	
  	
  
•  Some3mes	
  Author	
  and	
  Blogger	
  at	
  SocializedSoJware.com	
  
•  NetworkWorld	
  Open	
  Source	
  Subnet	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
2
Why Open Source and the Cloud Computing?
•  User-­‐Driven	
  Context	
  from	
  Solving	
  Real	
  Problems	
  
•  Lower	
  Barrier	
  to	
  Par3cipa3on	
  
•  Larger	
  user	
  base,	
  users	
  helping	
  users	
  	
  
•  Aggressive	
  release	
  cycles	
  stay	
  current	
  with	
  the	
  
state-­‐of-­‐the-­‐art	
  
•  Open	
  Source	
  innova3ng	
  faster	
  than	
  commercial	
  
•  Open	
  data,	
  Open	
  standards,	
  Open	
  APIs	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
3
Quick Cloud Computing Overview or
the Obligatory “What is the Cloud
Explanation”
Infinite Improbability Drive
Five Characteristics of Cloud
1. On-­‐Demand	
  Self-­‐Service	
  
2. Broad	
  Network	
  Access	
  
3. Resource	
  Pooling	
  
4. Rapid	
  Elas3city	
  
5. Measured	
  Service	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
5
Cloud Computing Service Models
USER CLOUD a.k.a. SOFTWARE AS A SERVICE
Single application, multi-tenancy, network-based, one-to-many delivery of
applications, all users have same access to features.
Examples: Salesforce.com, Google Docs, Red Hat Network/RHEL
DEVELOPMENT CLOUD a.k.a. PLATFORM-AS-A-SERVICE
Application developer model, Application deployed to an elastic service that
autoscales, low administrative overhead. No concept of virtual machines or
operating system. Code it and deploy it.
Examples: VMware CloudFoundry, Google AppEngine, Windows Azure,
Rackspace Sites, Red Hat OpenShift, Active State Stackato, Appfog
SYSTEMS CLOUD a.k.a INFRASTRUCTURE-AS-A-SERVICE
Servers and storage are made available in a scalable way over a network.
Examples: EC2,Rackspace CloudFiles, OpenStack, CloudStack,
Eucalyptus, OpenNebula
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
6
Deployment Models: Public, Private & Hybrid
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
7
Building Open Source Clouds
Cloud Architecture
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
9
Hypervisors
Open	
  Source	
  
•  Xen,	
  Project	
  	
  Xen	
  Cloud	
  PlaMorm	
  (XCP)	
  
•  KVM	
  –	
  Kernel-­‐based	
  VirtualizaGon	
  
•  VirtualBox*	
  -­‐	
  Oracle	
  supported	
  Virtualiza3on	
  Solu3ons	
  	
  
•  OpenVZ*	
  -­‐	
  Container-­‐based,	
  Similar	
  to	
  Solaris	
  Containers	
  or	
  BSD	
  Zones	
  
•  LXC	
  –	
  User	
  Space	
  chrooted	
  installs	
  
	
  
Proprietary	
  
•  VMware	
  
•  Citrix	
  Xenserver	
  (based	
  	
  
•  Microsoa	
  Hyper-­‐V	
  
•  OracleVM	
  (Based	
  on	
  OS	
  Xen)	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
10
Open Virtual Machine Formats
Open	
  VirtualizaGon	
  Format	
  (OVF)	
  is	
  an	
  open	
  
standard	
  for	
  packaging	
  and	
  distribu3ng	
  virtual	
  
appliances	
  or	
  more	
  generally	
  soaware	
  to	
  be	
  run	
  in	
  
virtual	
  machines.	
  
Formats	
  for	
  hypervisors/cloud	
  technologies:	
  	
  
	
  
•  Amazon	
  -­‐	
  AMI	
  
•  KVM	
  –	
  QCOW2	
  
•  VMware	
  –	
  VMDK	
  
•  Xen	
  Project–	
  IMG	
  
•  VHD	
  –	
  Virtual	
  Hard	
  Disk	
  	
  -­‐	
  Hyper-­‐V	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
11
Sourcing Cloud Appliances
Tool/Project	
   What	
  you	
  can	
  do	
  with	
  them	
  
Bitnami	
   BitNami	
  provides	
  free,	
  ready	
  to	
  run	
  environments	
  for	
  your	
  favorite	
  open	
  
source	
  web	
  applica3ons	
  and	
  frameworks,	
  including	
  Drupal,	
  Joomla!,	
  
Wordpress,	
  PHP,	
  Rails,	
  Django	
  and	
  many	
  more.	
  	
  
Boxgrinder	
   BoxGrinder	
  is	
  a	
  set	
  of	
  projects	
  that	
  help	
  you	
  grind	
  out	
  appliances	
  for	
  mul3ple	
  
virtualiza3on	
  and	
  Cloud	
  providers	
  
Oz	
   Command-­‐line	
  tool	
  that	
  has	
  the	
  ability	
  to	
  create	
  images	
  for	
  common	
  Linux	
  
distribu3ons	
  to	
  run	
  on	
  KVM	
  
SUSE	
  Studio	
   SUSE	
  Studio	
  supports	
  building	
  and	
  deploying	
  directly	
  to	
  cloud	
  services	
  such	
  
as	
  Amazon	
  EC2.	
  	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
12
Scale-Up or Scale-Out
VerGcal	
  Scaling	
  (Scale-­‐Up)	
  	
  
Allocate	
  addi3onal	
  resources	
  to	
  
VMs,	
  requires	
  a	
  reboot,	
  no	
  need	
  for	
  
distributed	
  app	
  logic,	
  single-­‐point	
  of	
  
OS	
  failure	
  
	
  
Horizontal	
  Scaling	
  (Scale-­‐Out)	
  
Applica3on	
  needs	
  logic	
  to	
  work	
  in	
  
distributed	
  fashion	
  (e.g.	
  HA-­‐Proxy	
  
and	
  Apache,	
  Hadoop)	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
13
Compute Clouds (IaaS)
Year	
  Started	
   License	
   VirtualizaGon	
  
Technologies	
  
Apache	
  
CloudStack	
  
2008	
   Apache	
   Xenserver,	
  Xen	
  Cloud	
  
Plalorm,	
  KVM,	
  VMware	
  
(Hyper-­‐V	
  developing)	
  
Eucalyptus	
   2006	
   GPL	
  	
   Xen,	
  KVM,	
  VMware	
  
(commercial	
  version)	
  
OpenNebula	
   2005	
   Apache	
   Xen,	
  KVM,	
  VMware	
  
OpenStack	
   2010	
  (Developed	
  by	
  	
  
NASA	
  by	
  Anso	
  Labs	
  	
  
previously)	
  
	
  
Apache	
   VMware	
  ESX	
  and	
  ESXi,	
  ,	
  
Xen,	
  Xen	
  Cloud	
  Plalorm	
  
KVM,	
  LXC,	
  QEMU	
  and	
  
Virtual	
  Box	
  
Numerous companies are building cloud software on OpenStack including Nebula, Piston Inc., CloudScaling
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
14
OpenStack – Ecosystem of Projects
Enterprise	
  Message	
  Queue	
  based	
  on	
  Rabbit	
  MQ	
  (ESB)	
  
Object	
  
Storage	
  
“Swia”	
  
Image	
  
Service	
  
“Glance
”	
  
	
  
Compute	
  
“Nova”	
  
Dashboard	
  “Horizon”	
  
KVM,	
  VMware,	
  Xen	
  
Cloud	
  Plalorm	
  
Ceph,	
  Gluster	
  
Advanced	
  Cloud	
  and	
  Networking	
  
services	
  accessing	
  the	
  Quantum	
  API	
  
Firewall	
  Service	
  	
  
Gateway	
  Service	
  
Quantum	
  Networking	
  Fabric	
  
REST	
  API	
  
Plugins	
  
OpenvSwitch	
  
Quantum	
  
Plugin-­‐ins	
  
Iden3ty	
  Services	
  “Keystone”	
  
API	
  
20+ Collective projects hosted at: https://launchpad.net/openstack
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
15
Cloud APIs
•  jclouds	
  
•  libcloud	
  
•  deltacloud	
  
•  fog	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
16
Cloud Computing Storage
Project	
  	
   DescripGon	
  
Ceph	
   Distributed	
  file	
  storage	
  system	
  developed	
  by	
  DreamHost	
  
GlusterFS	
   Scale	
  Out	
  NAS	
  system	
  aggrega3ng	
  storage	
  over	
  Ethernet	
  or	
  
Infiniband	
  
OpenStack	
  	
  
Storage	
  
Long-­‐term	
  object	
  storage	
  system	
  
Riak	
  CS	
  	
   Riak	
  CS	
  is	
  open	
  source	
  soaware	
  designed	
  to	
  provide	
  simple,	
  
available,	
  distributed	
  cloud	
  storage	
  at	
  any	
  scale.	
  Riak	
  CS	
  is	
  S3-­‐
API	
  compa3ble	
  and	
  supports	
  per-­‐tenant	
  repor3ng	
  for	
  billing	
  and	
  
metering	
  use	
  cases.	
  
Sheepdog	
   Distributed	
  storage	
  for	
  KVM	
  hypervisors	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
17
Platform-as-a-Service (PaaS)
Project	
   Year	
  Started	
   Sponsors	
   Languages/Frameworks	
  
CloudFoundry	
   2011	
   VMware	
   Spring	
  for	
  Java,	
  Ruby	
  for	
  
Rails	
  and	
  Sinatra,	
  
node.js,	
  Grails,	
  Scala	
  on	
  
Lia	
  and	
  more	
  via	
  
partners	
  (e.g.	
  Python,	
  
PHP)	
  
Cloudify	
   2012	
   Gigaspaces	
   [Groovy	
  for	
  deployment	
  
recipes]	
  
OpenShia	
  **	
   2011	
   Red	
  Hat	
   Java,	
  Ruby,	
  PHP,	
  Perl	
  and	
  
Python	
  	
  
Stackato*	
   2012	
   Ac3veState	
   Java,	
  Python,	
  PHP,	
  Ruby,	
  
Perl,	
  Node.js,	
  others	
  
WSO2	
  Stratus	
   2010	
   WSO2	
   Jboss,	
  Java	
  EE6	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
18
Software Defined Networking (SDN)
Overview of Software Defined Networking
Business	
  Applica3ons	
  
Network	
  Services	
  
SDN
Control
Software
API API
Network	
  Devices	
  Network	
  Devices	
  Network	
  Devices	
  
Network	
  Devices	
  Network	
  Devices	
  Network	
  Devices	
  
Application
Layer
Control
Layer
Infrastructure
Layer
Control Data Plane Interface (e.g. OpenFlow)
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
20
Cloud Promise, Reality and Networks
Cloud	
  Promise	
   Cloud	
  Reality	
  
Centralized	
  ConfiguraGon	
  and	
  
AutomaGon	
  
Without	
  true	
  virtualiza3on,	
  network	
  devices	
  must	
  
s3ll	
  be	
  manually	
  configured.	
  
Instant	
  Self-­‐Service	
  
Provisioning	
  
In	
  a	
  physical	
  network,	
  it	
  could	
  take	
  a	
  long	
  3me	
  for	
  
network	
  engineer	
  to	
  provision	
  new	
  services.	
  
ElasGcity	
  and	
  Scalability	
   By	
  horizontally	
  scaling	
  up	
  the	
  physical	
  network,	
  
elas3city	
  is	
  lost.	
  
Designed	
  for	
  Failure	
   Failover	
  can	
  be	
  automated	
  and	
  physical	
  network	
  
limita3ons	
  can	
  be	
  alleviated.	
  	
  
Source: Midokura
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
21
Open Flow
OpenFlow	
  enables	
  networks	
  to	
  evolve,	
  by	
  giving	
  a	
  remote	
  controller	
  the	
  power	
  to	
  
modify	
  the	
  behavior	
  of	
  network	
  devices,	
  through	
  a	
  well-­‐defined	
  "forwarding	
  
instruc3on	
  set".	
  The	
  growing	
  OpenFlow	
  ecosystem	
  now	
  includes	
  routers,	
  switches,	
  
virtual	
  switches,	
  and	
  access	
  points	
  from	
  a	
  range	
  of	
  vendors.	
  
Image from http://www.openflow.org/documents/openflow-wp-latest.pdf
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
22
Software Defined Networking (SDN)
Project Description
Floodlight	
   The	
  Floodlight	
  controller	
  is	
  an	
  enterprise-­‐class,	
  Apache-­‐licensed,	
  Java-­‐based	
  
OpenFlow	
  Controller.	
  
Indigo	
   Indigo	
  is	
  an	
  open	
  source	
  project	
  to	
  support	
  OpenFlow	
  on	
  a	
  range	
  of	
  physical	
  
switches.	
  By	
  leveraging	
  hardware	
  features	
  of	
  Ethernet	
  switch	
  ASICs,	
  Indigo	
  
supports	
  high	
  rates	
  for	
  high	
  port	
  counts,	
  up	
  to	
  48	
  10-­‐gigabit	
  ports.	
  Mul3ple	
  
gigabit	
  plalorms	
  with	
  10-­‐gigabit	
  uplinks	
  are	
  also	
  supported.	
  	
  
Open	
  Daylight	
   Linux	
  Founda3on	
  Collabora3ve	
  Project	
  based	
  on	
  Cisco	
  One	
  Controller	
  and	
  	
  
OpenStack	
  	
  
Networking	
  
“Quantum”	
  	
  
Pluggable,	
  scalable,	
  API-­‐driven	
  network	
  and	
  IP	
  management	
  
Open	
  vSwitch	
   Open	
  vSwitch	
  is	
  a	
  open	
  source	
  (ASL	
  2.0),	
  mul3layer	
  virtual	
  switch	
  designed	
  to	
  
enable	
  massive	
  network	
  automa3on	
  through	
  programma3c	
  extension,	
  while	
  
s3ll	
  suppor3ng	
  standard	
  management	
  interfaces	
  and	
  protocols	
  (e.g.	
  NetFlow,	
  
sFlow,	
  SPAN,	
  RSPAN,	
  CLI,	
  LACP,	
  802.1ag).	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
23
Big Data
Deep Thought
1 Billion Facebook Users - October 2012
0	
  
200	
  
400	
  
600	
  
800	
  
1000	
  
1200	
  
Dec-­‐04	
  
Mar-­‐05	
  
Jun-­‐05	
  
Sep-­‐05	
  
Dec-­‐05	
  
Mar-­‐06	
  
Jun-­‐06	
  
Sep-­‐06	
  
Dec-­‐06	
  
Mar-­‐07	
  
Jun-­‐07	
  
Sep-­‐07	
  
Dec-­‐07	
  
Mar-­‐08	
  
Jun-­‐08	
  
Sep-­‐08	
  
Dec-­‐08	
  
Mar-­‐09	
  
Jun-­‐09	
  
Sep-­‐09	
  
Dec-­‐09	
  
Mar-­‐10	
  
Jun-­‐10	
  
Sep-­‐10	
  
Dec-­‐10	
  
Mar-­‐11	
  
Jun-­‐11	
  
Sep-­‐11	
  
Dec-­‐11	
  
Mar-­‐12	
  
Jun-­‐12	
  
Sep-­‐12	
  
FacebookUsersinMillions
Source: Benphoster.com
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
25
Twitter at 400M Tweets Per Day – June 2012
0	
  
50	
  
100	
  
150	
  
200	
  
250	
  
300	
  
350	
  
400	
  
450	
  
Jan-­‐07	
  
Mar-­‐07	
  
May-­‐07	
  
Jul-­‐07	
  
Sep-­‐07	
  
Nov-­‐07	
  
Jan-­‐08	
  
Mar-­‐08	
  
May-­‐08	
  
Jul-­‐08	
  
Sep-­‐08	
  
Nov-­‐08	
  
Jan-­‐09	
  
Mar-­‐09	
  
May-­‐09	
  
Jul-­‐09	
  
Sep-­‐09	
  
Nov-­‐09	
  
Jan-­‐10	
  
Mar-­‐10	
  
May-­‐10	
  
Jul-­‐10	
  
Sep-­‐10	
  
Nov-­‐10	
  
Jan-­‐11	
  
Mar-­‐11	
  
May-­‐11	
  
Jul-­‐11	
  
Sep-­‐11	
  
Nov-­‐11	
  
Jan-­‐12	
  
Mar-­‐12	
  
May-­‐12	
  
TweetsinMillions
Source :TheBigDataGroup.com
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
26
Data	
  is	
  growing	
  faster	
  than	
  storage	
  capacity	
  and	
  compu3ng	
  power.	
  
Legacy	
  systems	
  hold	
  organiza3ons	
  back;	
  storage	
  soaware	
  must	
  
include	
  mul3-­‐petabyte	
  capacity,	
  support	
  poten3ally	
  billions	
  of	
  
objects,	
  and	
  provide	
  applica3on	
  performance	
  awareness	
  and	
  agile	
  
provisioning.	
  	
  
	
  
-­‐Gartner,	
  Big	
  Data	
  Challenges	
  for	
  the	
  IT	
  
Infrastructure	
  Team	
  
Big Data and Storage Infrastructure
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
27
Big Data Landscape
Source:BigDataGroup.com
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
28
Open Source NoSQL Databases
Name Type Description
Apache	
  
Cassandra	
  
Wide	
  Column	
  Store/
Families	
  
API:	
  many	
  »	
  Query	
  Method:	
  MapReduce,	
  Replicaton:	
  ,	
  Wriuen	
  in:	
  Java,	
  Concurrency:	
  
eventually	
  consistent	
  ,	
  Misc:	
  like	
  "Big-­‐Table	
  on	
  Amazon	
  Dynamo	
  alike",	
  ini3ated	
  by	
  
Facebook	
  
CouchDB	
   Document	
  Store	
   API:	
  Memcached	
  API+protocol	
  (binary	
  and	
  ASCII)	
  ,	
  most	
  languages,	
  Protocol:	
  Memcached	
  
REST	
  interface	
  for	
  cluster	
  conf	
  +	
  management,	
  Wriuen	
  in:	
  C/C++	
  +	
  Erlang	
  (clustering),	
  
Replica3on:	
  Peer	
  to	
  Peer,	
  fully	
  consistent,	
  Misc:	
  Transparent	
  topology	
  changes	
  during	
  
opera3on,	
  provides	
  memcached-­‐compa3ble	
  caching	
  buckets	
  
HBase	
   Wide	
  Column	
  Store/
Families	
  
	
  
API:	
  Java	
  /	
  any	
  writer,	
  Protocol:	
  any	
  write	
  call,	
  Query	
  Method:	
  MapReduce	
  Java	
  /	
  any	
  exec,	
  
Replica3on:	
  HDFS	
  Replica3on,	
  Wriuen	
  in:	
  Java	
  
Hypertable	
   Wide	
  Column	
  Store/
Families	
  
	
  
PI:	
  Thria	
  (Java,	
  PHP,	
  Perl,	
  Python,	
  Ruby,	
  etc.),	
  Protocol:	
  Thria,	
  Query	
  Method:	
  HQL,	
  na3ve	
  
Thria	
  API,	
  Replica3on:	
  HDFS	
  Replica3on,	
  Concurrency:	
  MVCC,	
  Consistency	
  Model:	
  Fully	
  
consistent	
  Misc:	
  High	
  performance	
  C++	
  implementa3on	
  of	
  Google's	
  Bigtable.	
  
MongoDB	
   Document	
  Store	
   API:	
  BSON,	
  Protocol:	
  C,	
  Query	
  Method:	
  dynamic	
  object-­‐based	
  language	
  &	
  MapReduce,	
  
Replica3on:	
  Master	
  Slave	
  &	
  Auto-­‐Sharding,	
  Wriuen	
  in:	
  C++,Concurrency	
  
Redis	
   Key	
  Value/	
  Tuple	
  
Store	
  
API:	
  Tons	
  of	
  languages,	
  Wriuen	
  in:	
  C,	
  Concurrency:	
  in	
  memory	
  and	
  saves	
  asynchronous	
  
disk	
  aaer	
  a	
  defined	
  3me.	
  Append	
  only	
  mode	
  available.	
  Different	
  kinds	
  of	
  fsync	
  policies.	
  
Replica3on:	
  Master	
  /	
  Slave,	
  Misc:	
  also	
  lists,	
  sets,	
  sorted	
  sets,	
  hashes,	
  queues.	
  	
  
Riak	
  	
   Key	
  Value	
  /	
  Tuple	
  
Store	
  
API:	
  JSON,	
  Protocol:	
  REST,	
  Query	
  Method:	
  MapReduce	
  term	
  matching	
  ,	
  Scaling:	
  Mul3ple	
  
Masters;	
  Wriuen	
  in:	
  Erlang,	
  Concurrency:	
  eventually	
  consistent	
  (stronger	
  then	
  MVCC	
  via	
  
Vector	
  Clocks)	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
29
MapReduce
Problem	
  
Data	
  
Master	
  	
  
Node	
  
Worker	
  
Node	
  1	
  
Worker	
  
Node	
  2	
  
Worker	
  
Node	
  3	
  
Solu3on	
  
Data	
  
Map
Reduce
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
30
Apache Hadoop
Overview	
  
•  Handles	
  large	
  amounts	
  of	
  data	
  
•  Stores	
  data	
  in	
  na3ve	
  format	
  
•  Delivers	
  linear	
  scalability	
  at	
  low	
  cost	
  
•  Resilient	
  in	
  case	
  of	
  infrastructure	
  failures	
  
•  Transparent	
  applica3on	
  scalability	
  
Facts	
  	
  
•  Apache	
  top-­‐level	
  open	
  source	
  project	
  
•  One	
  framework	
  for	
  storage	
  and	
  compute	
  
–  HDFS	
  –	
  Scalable	
  storage	
  in	
  Hadoop	
  Distributed	
  File	
  System	
  (HDFS)	
  
–  Compute	
  via	
  the	
  MapReduce	
  distributed	
  processing	
  plalorm	
  
•  Domain	
  Specific	
  Language	
  (DSL)	
  -­‐	
  Java	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
31
Hadoop Architecture
Hadoop	
  Common	
  
	
  
	
  
HDFS	
  
Distributes	
  &	
  replicates	
  data	
  
across	
  machines	
  
MapReduce	
  
Distributes	
  &	
  monitors	
  tasks	
  	
  
Hive	
  	
  
Data	
  warehouse	
  that	
  
provides	
  SQL	
  interface.	
  
Ad	
  hoc	
  projec3on	
  of	
  
data	
  structure	
  to	
  
unstructured	
  
MapReduce
•  Parallel programming
•  Handles large data blocks
Non-Relational DB
HBase	
  	
  
Column-­‐oriented	
  
schema-­‐less	
  distributed	
  
DB	
  modeled	
  aaer	
  
Google’s	
  BigTable	
  
Random	
  real	
  3me	
  read/
write.	
  	
  	
  
Scripting
Pig	
  
Plalorm	
  for	
  
manipula3ng	
  and	
  
analyzing	
  large	
  data	
  sets.	
  
Scrip3ng	
  language	
  for	
  
analysts.	
  	
  
Mahout	
  	
  
Machine	
  learning	
  
libraries	
  for	
  
recommenda3ons	
  ,	
  
clustering,	
  classifica3ons	
  
and	
  item	
  sets.	
  	
  
Machine Learning
Chuckwa	
  Zookeeper	
  
Management
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
32
Big Data Summary
•  Quan3ty	
  of	
  Machine	
  Created	
  Data	
  Increasing	
  Dras3cally	
  
(examples:	
  networked	
  sensor	
  data	
  from	
  mobile	
  phones	
  and	
  
GPS	
  devices)	
  
•  Data	
  manipula3on	
  moving	
  from	
  batched	
  to	
  real-­‐3me	
  
•  Cloud	
  services	
  giving	
  everyone	
  Big	
  Data	
  tools	
  	
  
•  Consumer	
  company	
  speed	
  and	
  scale	
  requirements	
  driving	
  
efficiencies	
  in	
  Big	
  Data	
  storage	
  and	
  analy3cs	
  
•  New	
  and	
  broader	
  number	
  of	
  data	
  sources	
  being	
  meshed	
  
together	
  
•  Big	
  Data	
  Apps	
  means	
  using	
  Big	
  Data	
  is	
  faster	
  and	
  easier	
  
	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
33
Cloud Management Tools
Automation in the Cloud
Meat Cloud Cloud Operations
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
35
4 Types of Management Tools
Provisioning
Installation of operating systems and other software
Configuration Management
Sets the parameters for servers, can specify installation parameters
Orchestration/Automation
Automate tasks across systems
Monitoring
Records errors and health of IT infrastructure
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
36
Management Toolchains
Configura3on	
  
Patching	
  
and	
  
Provisioning	
  
Monitoring	
  
Toolchain (n):
A set of tools where
the output of one
tool becomes the
input of another tool
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
37
Provisioning
Project Installation Targets
Apache	
  
Provisionr(incuba3ng)	
  
Can	
  provision	
  10s	
  to	
  1000s	
  of	
  machines	
  on	
  various	
  clouds.	
  	
  
Cobbler	
   Distributed	
  virtual	
  infrastructure	
  using	
  koan	
  (kickstart	
  of	
  a	
  
network	
  to	
  PXE	
  boot	
  VMs)	
  for	
  Red	
  Hat,	
  OpenSUSE	
  Fedora,	
  
Debian,	
  Ubuntu	
  VMs	
  
Crowbar	
   	
  (Bare	
  metal	
  provisioning)	
  
JuJu	
   Public	
  Clouds	
  -­‐	
  	
  Amazon	
  Web	
  Services	
  HP	
  Cloud,	
  	
  
Private	
  OpenStack	
  clouds,	
  Bare	
  Metal	
  via	
  MAAS.	
  
	
  Salt	
  Cloud	
  	
   Tool	
  to	
  provision	
  “salted”	
  VMs	
  that	
  can	
  then	
  be	
  updated	
  by	
  a	
  
central	
  server	
  via	
  ZeroMQ	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
38
Configuration Management Tools
Project	
   Year	
  Started	
   Language	
   License	
   Client/Server	
  
Cfengine	
   1993	
   C	
   Apache	
   Yes	
  
Chef	
   2009	
   Ruby	
   Apache	
   Chef	
  Solo	
  –	
  No	
  	
  
Chef	
  Server	
  -­‐	
  
Yes	
  
Puppet	
   2004	
   Ruby	
   GPL	
  	
   Yes	
  &	
  
standalone	
  
Salt	
   2011	
   Python	
   Apache	
   yes	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
39
Automation/Orchestration Tools
Project	
   DescripGon	
  
Ansible	
   Ansible's	
  SSH-­‐key	
  based	
  access	
  allows	
  contributors	
  to	
  the	
  Fedora	
  Project	
  to	
  
assist	
  in	
  automa3ng	
  infrastructure	
  while	
  having	
  access	
  limited	
  appropriately.	
  	
  
Capistrano	
   U3lity	
  and	
  framework	
  for	
  execu3ng	
  commands	
  in	
  parallel	
  on	
  mul3ple	
  remote	
  
machines,	
  via	
  SSH.	
  It	
  uses	
  a	
  simple	
  DSL	
  that	
  allows	
  you	
  to	
  define	
  tasks,	
  which	
  
may	
  be	
  applied	
  to	
  machines	
  in	
  certain	
  roles	
  
RunDeck	
   Rundeck	
  is	
  an	
  open-­‐source	
  process	
  automa3on	
  and	
  command	
  orchestra3on	
  
tool	
  with	
  a	
  web	
  console.	
  
Func	
   Func	
  provides	
  a	
  two-­‐way	
  authen3cated	
  system	
  for	
  generically	
  execu3ng	
  tasks,	
  
integra3ons	
  with	
  puppet	
  and	
  cobbler.	
  
MCollec3ve	
   The	
  Marioneue	
  Collec3ve	
  AKA	
  MCollec3ve	
  is	
  a	
  framework	
  to	
  build	
  server	
  
orchestra3on	
  or	
  parallel	
  job	
  execu3on	
  systems.	
  
Salt	
   Execute	
  arbitrary	
  shell	
  commands	
  or	
  choose	
  from	
  dozens	
  of	
  pre-­‐built	
  modules	
  
of	
  common	
  (or	
  complex)	
  commands.	
  
Scalr	
   Provide	
  scaling	
  across	
  mul3ple	
  cloud	
  compu3ng	
  plalorms,	
  integrates	
  with	
  
Chef.	
  	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
40
Conceptual Automated Toolchain
BootStrapped	
  Image	
  
CloudStack	
  
OpenStack	
  
ConfiguraGon	
  
Puppet	
  
Chef	
  
Start/Stop	
  Services	
  
RunDeck	
  
Capistrano	
  
MCollec3ve	
  
Provision	
  
Cobbler	
  
SUSE	
  Stuido	
  
Monitoring	
  
Nagios	
  
Zenoss	
  	
  
Cac3	
  	
  
Generate	
  Images	
  
SUSE	
  Studio	
  
BoxGrinder	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
41
NetFlix Open Source ToolBag for AWS
ASGARD ASTYANAX EDDA
EUREKA PRIAM SIMIAN ARMY
42
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
http://netflix.github.com
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
43
Goodbye and thanks for all the fish!
Questions?
Slides Can be Viewed and Downloaded at:
http://www.slideshare.net/socializedsoftware/
Copyright Mark R. Hinkle, available
under the CCbySA license some
rights reserved. 2012 -2013
Contact Me
Professional: mark.hinkle@citrix.com
Personal: mrhinkle@gmail.com
Phone: 919.228.8049
Personal: http://www.socializedsoftware.com
Twitter: @mrhinkle
Mark R. Hinkle
Senior Director,
Open Source Solutions
Citrix Systems Inc.
Open Source Enthusiast
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
46
Appendix
Additional Resources
•  Devops	
  Toolchains	
  Group	
  
•  Soaware	
  Defined	
  Networking:	
  	
  The	
  New	
  Norm	
  for	
  Networks	
  (Whitepaper)	
  
•  DevOps	
  Wikipedia	
  Page	
  
•  NoSQL-­‐Database.org	
  –	
  Ul3mate	
  Guide	
  to	
  the	
  Non-­‐Rela3onal	
  Universe	
  
•  Open	
  Cloud	
  Ini3a3ve	
  
•  NIST	
  Cloud	
  Compu3ng	
  Plalorm	
  
•  Open	
  Virtualiza3on	
  Format	
  Specs	
  
•  Cloudera3	
  Twiuer	
  Account	
  
•  Planet	
  DevOps	
  
•  Nicira	
  Whitepaper	
  –	
  It’s	
  Time	
  to	
  Virtualize	
  the	
  Network	
  
•  Why	
  Open	
  vSwitch	
  FAQ	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
48
Monitoring Tools
License	
   Type	
  of	
  Monitoring	
   CollecGon	
  
Methods	
  
Cac3	
  	
  /	
  RRDTool	
   GPL	
  	
   Performance	
   SNMP,	
  syslog	
  
Graphite	
   Apache	
  2.0	
   Performance	
   Agent	
  
Nagios	
   GPL	
   Availability	
   SNMP,TCP,	
  ICMP,	
  
IPMI,	
  syslog	
  
Zabbix	
   GPL	
  	
   Availability/	
  
Performance	
  and	
  
more	
  
SNMP,	
  TCP/ICMP,	
  
IPMI,	
  Synthe3c	
  
Transac3ons	
  
Zenoss	
   GPL	
   Availability,	
  
Performance,	
  Event	
  
Management	
  
SNMP,	
  ICMP,	
  SSH,	
  
syslog,	
  WMI	
  
Hitchhiker’s Guide to the Open Cloud by @mrhinkle
49

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Linux Foundation Collaboration Summit: Hitchhiker's Guide to the Cloud

  • 1. Hitchhiker’s Guide to The Open Cloud Linux Foundation Collaboration Summit 2013 Mark R. Hinkle Sr. Director , OPEN SOURCE SOLUTIONS Citrix Systems INC. @mrhinkle mrhinkle@gmail.com
  • 2. Mark Hinkle, Sr. Director, Open Source Solutions •  Dedicated  to  the  success  of  the  Apache  CloudStack,  Open   Daylight  &  Xen  Project  Communi3es  on  Citrix  behalf   •  Run  BuildACloud.org  learning  ac3vi3es  all  over  the  world   •  Joined  Citrix  via  Cloud.com  acquisi3on  July  2011   •  Zenoss  Core  Open  Source  project  to  100,000  users,  1.5   million  downloads   •  Former  LinuxWorld  Magazine  Editor-­‐in-­‐Chief   •  Open  Management  ConsorGum  organizer   •  Author  -­‐  “Windows  to  Linux  Business  Desktop  MigraGon”  –   Thomson   •  NetDirector  Project  -­‐  Open  Source  Configura3on   Management     •  Some3mes  Author  and  Blogger  at  SocializedSoJware.com   •  NetworkWorld  Open  Source  Subnet   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 2
  • 3. Why Open Source and the Cloud Computing? •  User-­‐Driven  Context  from  Solving  Real  Problems   •  Lower  Barrier  to  Par3cipa3on   •  Larger  user  base,  users  helping  users     •  Aggressive  release  cycles  stay  current  with  the   state-­‐of-­‐the-­‐art   •  Open  Source  innova3ng  faster  than  commercial   •  Open  data,  Open  standards,  Open  APIs   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 3
  • 4. Quick Cloud Computing Overview or the Obligatory “What is the Cloud Explanation” Infinite Improbability Drive
  • 5. Five Characteristics of Cloud 1. On-­‐Demand  Self-­‐Service   2. Broad  Network  Access   3. Resource  Pooling   4. Rapid  Elas3city   5. Measured  Service   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 5
  • 6. Cloud Computing Service Models USER CLOUD a.k.a. SOFTWARE AS A SERVICE Single application, multi-tenancy, network-based, one-to-many delivery of applications, all users have same access to features. Examples: Salesforce.com, Google Docs, Red Hat Network/RHEL DEVELOPMENT CLOUD a.k.a. PLATFORM-AS-A-SERVICE Application developer model, Application deployed to an elastic service that autoscales, low administrative overhead. No concept of virtual machines or operating system. Code it and deploy it. Examples: VMware CloudFoundry, Google AppEngine, Windows Azure, Rackspace Sites, Red Hat OpenShift, Active State Stackato, Appfog SYSTEMS CLOUD a.k.a INFRASTRUCTURE-AS-A-SERVICE Servers and storage are made available in a scalable way over a network. Examples: EC2,Rackspace CloudFiles, OpenStack, CloudStack, Eucalyptus, OpenNebula Hitchhiker’s Guide to the Open Cloud by @mrhinkle 6
  • 7. Deployment Models: Public, Private & Hybrid Hitchhiker’s Guide to the Open Cloud by @mrhinkle 7
  • 9. Cloud Architecture Hitchhiker’s Guide to the Open Cloud by @mrhinkle 9
  • 10. Hypervisors Open  Source   •  Xen,  Project    Xen  Cloud  PlaMorm  (XCP)   •  KVM  –  Kernel-­‐based  VirtualizaGon   •  VirtualBox*  -­‐  Oracle  supported  Virtualiza3on  Solu3ons     •  OpenVZ*  -­‐  Container-­‐based,  Similar  to  Solaris  Containers  or  BSD  Zones   •  LXC  –  User  Space  chrooted  installs     Proprietary   •  VMware   •  Citrix  Xenserver  (based     •  Microsoa  Hyper-­‐V   •  OracleVM  (Based  on  OS  Xen)   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 10
  • 11. Open Virtual Machine Formats Open  VirtualizaGon  Format  (OVF)  is  an  open   standard  for  packaging  and  distribu3ng  virtual   appliances  or  more  generally  soaware  to  be  run  in   virtual  machines.   Formats  for  hypervisors/cloud  technologies:       •  Amazon  -­‐  AMI   •  KVM  –  QCOW2   •  VMware  –  VMDK   •  Xen  Project–  IMG   •  VHD  –  Virtual  Hard  Disk    -­‐  Hyper-­‐V   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 11
  • 12. Sourcing Cloud Appliances Tool/Project   What  you  can  do  with  them   Bitnami   BitNami  provides  free,  ready  to  run  environments  for  your  favorite  open   source  web  applica3ons  and  frameworks,  including  Drupal,  Joomla!,   Wordpress,  PHP,  Rails,  Django  and  many  more.     Boxgrinder   BoxGrinder  is  a  set  of  projects  that  help  you  grind  out  appliances  for  mul3ple   virtualiza3on  and  Cloud  providers   Oz   Command-­‐line  tool  that  has  the  ability  to  create  images  for  common  Linux   distribu3ons  to  run  on  KVM   SUSE  Studio   SUSE  Studio  supports  building  and  deploying  directly  to  cloud  services  such   as  Amazon  EC2.     Hitchhiker’s Guide to the Open Cloud by @mrhinkle 12
  • 13. Scale-Up or Scale-Out VerGcal  Scaling  (Scale-­‐Up)     Allocate  addi3onal  resources  to   VMs,  requires  a  reboot,  no  need  for   distributed  app  logic,  single-­‐point  of   OS  failure     Horizontal  Scaling  (Scale-­‐Out)   Applica3on  needs  logic  to  work  in   distributed  fashion  (e.g.  HA-­‐Proxy   and  Apache,  Hadoop)   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 13
  • 14. Compute Clouds (IaaS) Year  Started   License   VirtualizaGon   Technologies   Apache   CloudStack   2008   Apache   Xenserver,  Xen  Cloud   Plalorm,  KVM,  VMware   (Hyper-­‐V  developing)   Eucalyptus   2006   GPL     Xen,  KVM,  VMware   (commercial  version)   OpenNebula   2005   Apache   Xen,  KVM,  VMware   OpenStack   2010  (Developed  by     NASA  by  Anso  Labs     previously)     Apache   VMware  ESX  and  ESXi,  ,   Xen,  Xen  Cloud  Plalorm   KVM,  LXC,  QEMU  and   Virtual  Box   Numerous companies are building cloud software on OpenStack including Nebula, Piston Inc., CloudScaling Hitchhiker’s Guide to the Open Cloud by @mrhinkle 14
  • 15. OpenStack – Ecosystem of Projects Enterprise  Message  Queue  based  on  Rabbit  MQ  (ESB)   Object   Storage   “Swia”   Image   Service   “Glance ”     Compute   “Nova”   Dashboard  “Horizon”   KVM,  VMware,  Xen   Cloud  Plalorm   Ceph,  Gluster   Advanced  Cloud  and  Networking   services  accessing  the  Quantum  API   Firewall  Service     Gateway  Service   Quantum  Networking  Fabric   REST  API   Plugins   OpenvSwitch   Quantum   Plugin-­‐ins   Iden3ty  Services  “Keystone”   API   20+ Collective projects hosted at: https://launchpad.net/openstack Hitchhiker’s Guide to the Open Cloud by @mrhinkle 15
  • 16. Cloud APIs •  jclouds   •  libcloud   •  deltacloud   •  fog   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 16
  • 17. Cloud Computing Storage Project     DescripGon   Ceph   Distributed  file  storage  system  developed  by  DreamHost   GlusterFS   Scale  Out  NAS  system  aggrega3ng  storage  over  Ethernet  or   Infiniband   OpenStack     Storage   Long-­‐term  object  storage  system   Riak  CS     Riak  CS  is  open  source  soaware  designed  to  provide  simple,   available,  distributed  cloud  storage  at  any  scale.  Riak  CS  is  S3-­‐ API  compa3ble  and  supports  per-­‐tenant  repor3ng  for  billing  and   metering  use  cases.   Sheepdog   Distributed  storage  for  KVM  hypervisors   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 17
  • 18. Platform-as-a-Service (PaaS) Project   Year  Started   Sponsors   Languages/Frameworks   CloudFoundry   2011   VMware   Spring  for  Java,  Ruby  for   Rails  and  Sinatra,   node.js,  Grails,  Scala  on   Lia  and  more  via   partners  (e.g.  Python,   PHP)   Cloudify   2012   Gigaspaces   [Groovy  for  deployment   recipes]   OpenShia  **   2011   Red  Hat   Java,  Ruby,  PHP,  Perl  and   Python     Stackato*   2012   Ac3veState   Java,  Python,  PHP,  Ruby,   Perl,  Node.js,  others   WSO2  Stratus   2010   WSO2   Jboss,  Java  EE6   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 18
  • 20. Overview of Software Defined Networking Business  Applica3ons   Network  Services   SDN Control Software API API Network  Devices  Network  Devices  Network  Devices   Network  Devices  Network  Devices  Network  Devices   Application Layer Control Layer Infrastructure Layer Control Data Plane Interface (e.g. OpenFlow) Hitchhiker’s Guide to the Open Cloud by @mrhinkle 20
  • 21. Cloud Promise, Reality and Networks Cloud  Promise   Cloud  Reality   Centralized  ConfiguraGon  and   AutomaGon   Without  true  virtualiza3on,  network  devices  must   s3ll  be  manually  configured.   Instant  Self-­‐Service   Provisioning   In  a  physical  network,  it  could  take  a  long  3me  for   network  engineer  to  provision  new  services.   ElasGcity  and  Scalability   By  horizontally  scaling  up  the  physical  network,   elas3city  is  lost.   Designed  for  Failure   Failover  can  be  automated  and  physical  network   limita3ons  can  be  alleviated.     Source: Midokura Hitchhiker’s Guide to the Open Cloud by @mrhinkle 21
  • 22. Open Flow OpenFlow  enables  networks  to  evolve,  by  giving  a  remote  controller  the  power  to   modify  the  behavior  of  network  devices,  through  a  well-­‐defined  "forwarding   instruc3on  set".  The  growing  OpenFlow  ecosystem  now  includes  routers,  switches,   virtual  switches,  and  access  points  from  a  range  of  vendors.   Image from http://www.openflow.org/documents/openflow-wp-latest.pdf Hitchhiker’s Guide to the Open Cloud by @mrhinkle 22
  • 23. Software Defined Networking (SDN) Project Description Floodlight   The  Floodlight  controller  is  an  enterprise-­‐class,  Apache-­‐licensed,  Java-­‐based   OpenFlow  Controller.   Indigo   Indigo  is  an  open  source  project  to  support  OpenFlow  on  a  range  of  physical   switches.  By  leveraging  hardware  features  of  Ethernet  switch  ASICs,  Indigo   supports  high  rates  for  high  port  counts,  up  to  48  10-­‐gigabit  ports.  Mul3ple   gigabit  plalorms  with  10-­‐gigabit  uplinks  are  also  supported.     Open  Daylight   Linux  Founda3on  Collabora3ve  Project  based  on  Cisco  One  Controller  and     OpenStack     Networking   “Quantum”     Pluggable,  scalable,  API-­‐driven  network  and  IP  management   Open  vSwitch   Open  vSwitch  is  a  open  source  (ASL  2.0),  mul3layer  virtual  switch  designed  to   enable  massive  network  automa3on  through  programma3c  extension,  while   s3ll  suppor3ng  standard  management  interfaces  and  protocols  (e.g.  NetFlow,   sFlow,  SPAN,  RSPAN,  CLI,  LACP,  802.1ag).   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 23
  • 25. 1 Billion Facebook Users - October 2012 0   200   400   600   800   1000   1200   Dec-­‐04   Mar-­‐05   Jun-­‐05   Sep-­‐05   Dec-­‐05   Mar-­‐06   Jun-­‐06   Sep-­‐06   Dec-­‐06   Mar-­‐07   Jun-­‐07   Sep-­‐07   Dec-­‐07   Mar-­‐08   Jun-­‐08   Sep-­‐08   Dec-­‐08   Mar-­‐09   Jun-­‐09   Sep-­‐09   Dec-­‐09   Mar-­‐10   Jun-­‐10   Sep-­‐10   Dec-­‐10   Mar-­‐11   Jun-­‐11   Sep-­‐11   Dec-­‐11   Mar-­‐12   Jun-­‐12   Sep-­‐12   FacebookUsersinMillions Source: Benphoster.com Hitchhiker’s Guide to the Open Cloud by @mrhinkle 25
  • 26. Twitter at 400M Tweets Per Day – June 2012 0   50   100   150   200   250   300   350   400   450   Jan-­‐07   Mar-­‐07   May-­‐07   Jul-­‐07   Sep-­‐07   Nov-­‐07   Jan-­‐08   Mar-­‐08   May-­‐08   Jul-­‐08   Sep-­‐08   Nov-­‐08   Jan-­‐09   Mar-­‐09   May-­‐09   Jul-­‐09   Sep-­‐09   Nov-­‐09   Jan-­‐10   Mar-­‐10   May-­‐10   Jul-­‐10   Sep-­‐10   Nov-­‐10   Jan-­‐11   Mar-­‐11   May-­‐11   Jul-­‐11   Sep-­‐11   Nov-­‐11   Jan-­‐12   Mar-­‐12   May-­‐12   TweetsinMillions Source :TheBigDataGroup.com Hitchhiker’s Guide to the Open Cloud by @mrhinkle 26
  • 27. Data  is  growing  faster  than  storage  capacity  and  compu3ng  power.   Legacy  systems  hold  organiza3ons  back;  storage  soaware  must   include  mul3-­‐petabyte  capacity,  support  poten3ally  billions  of   objects,  and  provide  applica3on  performance  awareness  and  agile   provisioning.       -­‐Gartner,  Big  Data  Challenges  for  the  IT   Infrastructure  Team   Big Data and Storage Infrastructure Hitchhiker’s Guide to the Open Cloud by @mrhinkle 27
  • 28. Big Data Landscape Source:BigDataGroup.com Hitchhiker’s Guide to the Open Cloud by @mrhinkle 28
  • 29. Open Source NoSQL Databases Name Type Description Apache   Cassandra   Wide  Column  Store/ Families   API:  many  »  Query  Method:  MapReduce,  Replicaton:  ,  Wriuen  in:  Java,  Concurrency:   eventually  consistent  ,  Misc:  like  "Big-­‐Table  on  Amazon  Dynamo  alike",  ini3ated  by   Facebook   CouchDB   Document  Store   API:  Memcached  API+protocol  (binary  and  ASCII)  ,  most  languages,  Protocol:  Memcached   REST  interface  for  cluster  conf  +  management,  Wriuen  in:  C/C++  +  Erlang  (clustering),   Replica3on:  Peer  to  Peer,  fully  consistent,  Misc:  Transparent  topology  changes  during   opera3on,  provides  memcached-­‐compa3ble  caching  buckets   HBase   Wide  Column  Store/ Families     API:  Java  /  any  writer,  Protocol:  any  write  call,  Query  Method:  MapReduce  Java  /  any  exec,   Replica3on:  HDFS  Replica3on,  Wriuen  in:  Java   Hypertable   Wide  Column  Store/ Families     PI:  Thria  (Java,  PHP,  Perl,  Python,  Ruby,  etc.),  Protocol:  Thria,  Query  Method:  HQL,  na3ve   Thria  API,  Replica3on:  HDFS  Replica3on,  Concurrency:  MVCC,  Consistency  Model:  Fully   consistent  Misc:  High  performance  C++  implementa3on  of  Google's  Bigtable.   MongoDB   Document  Store   API:  BSON,  Protocol:  C,  Query  Method:  dynamic  object-­‐based  language  &  MapReduce,   Replica3on:  Master  Slave  &  Auto-­‐Sharding,  Wriuen  in:  C++,Concurrency   Redis   Key  Value/  Tuple   Store   API:  Tons  of  languages,  Wriuen  in:  C,  Concurrency:  in  memory  and  saves  asynchronous   disk  aaer  a  defined  3me.  Append  only  mode  available.  Different  kinds  of  fsync  policies.   Replica3on:  Master  /  Slave,  Misc:  also  lists,  sets,  sorted  sets,  hashes,  queues.     Riak     Key  Value  /  Tuple   Store   API:  JSON,  Protocol:  REST,  Query  Method:  MapReduce  term  matching  ,  Scaling:  Mul3ple   Masters;  Wriuen  in:  Erlang,  Concurrency:  eventually  consistent  (stronger  then  MVCC  via   Vector  Clocks)   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 29
  • 30. MapReduce Problem   Data   Master     Node   Worker   Node  1   Worker   Node  2   Worker   Node  3   Solu3on   Data   Map Reduce Hitchhiker’s Guide to the Open Cloud by @mrhinkle 30
  • 31. Apache Hadoop Overview   •  Handles  large  amounts  of  data   •  Stores  data  in  na3ve  format   •  Delivers  linear  scalability  at  low  cost   •  Resilient  in  case  of  infrastructure  failures   •  Transparent  applica3on  scalability   Facts     •  Apache  top-­‐level  open  source  project   •  One  framework  for  storage  and  compute   –  HDFS  –  Scalable  storage  in  Hadoop  Distributed  File  System  (HDFS)   –  Compute  via  the  MapReduce  distributed  processing  plalorm   •  Domain  Specific  Language  (DSL)  -­‐  Java   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 31
  • 32. Hadoop Architecture Hadoop  Common       HDFS   Distributes  &  replicates  data   across  machines   MapReduce   Distributes  &  monitors  tasks     Hive     Data  warehouse  that   provides  SQL  interface.   Ad  hoc  projec3on  of   data  structure  to   unstructured   MapReduce •  Parallel programming •  Handles large data blocks Non-Relational DB HBase     Column-­‐oriented   schema-­‐less  distributed   DB  modeled  aaer   Google’s  BigTable   Random  real  3me  read/ write.       Scripting Pig   Plalorm  for   manipula3ng  and   analyzing  large  data  sets.   Scrip3ng  language  for   analysts.     Mahout     Machine  learning   libraries  for   recommenda3ons  ,   clustering,  classifica3ons   and  item  sets.     Machine Learning Chuckwa  Zookeeper   Management Hitchhiker’s Guide to the Open Cloud by @mrhinkle 32
  • 33. Big Data Summary •  Quan3ty  of  Machine  Created  Data  Increasing  Dras3cally   (examples:  networked  sensor  data  from  mobile  phones  and   GPS  devices)   •  Data  manipula3on  moving  from  batched  to  real-­‐3me   •  Cloud  services  giving  everyone  Big  Data  tools     •  Consumer  company  speed  and  scale  requirements  driving   efficiencies  in  Big  Data  storage  and  analy3cs   •  New  and  broader  number  of  data  sources  being  meshed   together   •  Big  Data  Apps  means  using  Big  Data  is  faster  and  easier     Hitchhiker’s Guide to the Open Cloud by @mrhinkle 33
  • 35. Automation in the Cloud Meat Cloud Cloud Operations Hitchhiker’s Guide to the Open Cloud by @mrhinkle 35
  • 36. 4 Types of Management Tools Provisioning Installation of operating systems and other software Configuration Management Sets the parameters for servers, can specify installation parameters Orchestration/Automation Automate tasks across systems Monitoring Records errors and health of IT infrastructure Hitchhiker’s Guide to the Open Cloud by @mrhinkle 36
  • 37. Management Toolchains Configura3on   Patching   and   Provisioning   Monitoring   Toolchain (n): A set of tools where the output of one tool becomes the input of another tool Hitchhiker’s Guide to the Open Cloud by @mrhinkle 37
  • 38. Provisioning Project Installation Targets Apache   Provisionr(incuba3ng)   Can  provision  10s  to  1000s  of  machines  on  various  clouds.     Cobbler   Distributed  virtual  infrastructure  using  koan  (kickstart  of  a   network  to  PXE  boot  VMs)  for  Red  Hat,  OpenSUSE  Fedora,   Debian,  Ubuntu  VMs   Crowbar    (Bare  metal  provisioning)   JuJu   Public  Clouds  -­‐    Amazon  Web  Services  HP  Cloud,     Private  OpenStack  clouds,  Bare  Metal  via  MAAS.    Salt  Cloud     Tool  to  provision  “salted”  VMs  that  can  then  be  updated  by  a   central  server  via  ZeroMQ   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 38
  • 39. Configuration Management Tools Project   Year  Started   Language   License   Client/Server   Cfengine   1993   C   Apache   Yes   Chef   2009   Ruby   Apache   Chef  Solo  –  No     Chef  Server  -­‐   Yes   Puppet   2004   Ruby   GPL     Yes  &   standalone   Salt   2011   Python   Apache   yes   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 39
  • 40. Automation/Orchestration Tools Project   DescripGon   Ansible   Ansible's  SSH-­‐key  based  access  allows  contributors  to  the  Fedora  Project  to   assist  in  automa3ng  infrastructure  while  having  access  limited  appropriately.     Capistrano   U3lity  and  framework  for  execu3ng  commands  in  parallel  on  mul3ple  remote   machines,  via  SSH.  It  uses  a  simple  DSL  that  allows  you  to  define  tasks,  which   may  be  applied  to  machines  in  certain  roles   RunDeck   Rundeck  is  an  open-­‐source  process  automa3on  and  command  orchestra3on   tool  with  a  web  console.   Func   Func  provides  a  two-­‐way  authen3cated  system  for  generically  execu3ng  tasks,   integra3ons  with  puppet  and  cobbler.   MCollec3ve   The  Marioneue  Collec3ve  AKA  MCollec3ve  is  a  framework  to  build  server   orchestra3on  or  parallel  job  execu3on  systems.   Salt   Execute  arbitrary  shell  commands  or  choose  from  dozens  of  pre-­‐built  modules   of  common  (or  complex)  commands.   Scalr   Provide  scaling  across  mul3ple  cloud  compu3ng  plalorms,  integrates  with   Chef.     Hitchhiker’s Guide to the Open Cloud by @mrhinkle 40
  • 41. Conceptual Automated Toolchain BootStrapped  Image   CloudStack   OpenStack   ConfiguraGon   Puppet   Chef   Start/Stop  Services   RunDeck   Capistrano   MCollec3ve   Provision   Cobbler   SUSE  Stuido   Monitoring   Nagios   Zenoss     Cac3     Generate  Images   SUSE  Studio   BoxGrinder   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 41
  • 42. NetFlix Open Source ToolBag for AWS ASGARD ASTYANAX EDDA EUREKA PRIAM SIMIAN ARMY 42 Hitchhiker’s Guide to the Open Cloud by @mrhinkle http://netflix.github.com
  • 43. Hitchhiker’s Guide to the Open Cloud by @mrhinkle 43
  • 44. Goodbye and thanks for all the fish!
  • 45. Questions? Slides Can be Viewed and Downloaded at: http://www.slideshare.net/socializedsoftware/ Copyright Mark R. Hinkle, available under the CCbySA license some rights reserved. 2012 -2013
  • 46. Contact Me Professional: mark.hinkle@citrix.com Personal: mrhinkle@gmail.com Phone: 919.228.8049 Personal: http://www.socializedsoftware.com Twitter: @mrhinkle Mark R. Hinkle Senior Director, Open Source Solutions Citrix Systems Inc. Open Source Enthusiast Hitchhiker’s Guide to the Open Cloud by @mrhinkle 46
  • 48. Additional Resources •  Devops  Toolchains  Group   •  Soaware  Defined  Networking:    The  New  Norm  for  Networks  (Whitepaper)   •  DevOps  Wikipedia  Page   •  NoSQL-­‐Database.org  –  Ul3mate  Guide  to  the  Non-­‐Rela3onal  Universe   •  Open  Cloud  Ini3a3ve   •  NIST  Cloud  Compu3ng  Plalorm   •  Open  Virtualiza3on  Format  Specs   •  Cloudera3  Twiuer  Account   •  Planet  DevOps   •  Nicira  Whitepaper  –  It’s  Time  to  Virtualize  the  Network   •  Why  Open  vSwitch  FAQ   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 48
  • 49. Monitoring Tools License   Type  of  Monitoring   CollecGon   Methods   Cac3    /  RRDTool   GPL     Performance   SNMP,  syslog   Graphite   Apache  2.0   Performance   Agent   Nagios   GPL   Availability   SNMP,TCP,  ICMP,   IPMI,  syslog   Zabbix   GPL     Availability/   Performance  and   more   SNMP,  TCP/ICMP,   IPMI,  Synthe3c   Transac3ons   Zenoss   GPL   Availability,   Performance,  Event   Management   SNMP,  ICMP,  SSH,   syslog,  WMI   Hitchhiker’s Guide to the Open Cloud by @mrhinkle 49

Notes de l'éditeur

  1. Infinite Probability Drive The Infinite Improbability Drive is a faster-than-light drive. The most prominent usage of the drive is in the starship Heart of Gold. It is based on a particular perception of quantum theory: a subatomic particle is most likely to be in a particular place, such as near the nucleus of an atom, but there is also an infintesimally small probability of it being found very far from its point of origin (for example close to a distant star). Thus, a body could travel from place to place without passing through the intervening space (or hyperspace, for that matter), if you had sufficient control of probability.Reference : Michael Lockwood (2005). The Labyrinth of Time: introducing the universe. Oxford University Press. ISBN 0-19-924995-4.
  2. Cloud Software as a Service (SaaS) – The Application CloudThe capability provided to the consumer is to use the provider’s applications running on a cloud infrastructure. The applications are accessible from various client devices through a thin client interface such as a web browser (e.g., web-based email). The consumer does not manage or control the underlying cloud infrastructure including network, servers, operating systems, storage, or even individual application capabilities, with the possible exception of limited user-specific application configuration settings.Cloud Platform as a Service (PaaS) – The Development Cloud The capability provided to the consumer is to deploy onto the cloud infrastructure consumer-created or acquired applications created using programming languages and tools supported by the provider. The consumer does not manage or control the underlying cloud infrastructure including network, servers, operating systems, or storage, but has control over the deployed applications and possibly application hosting environment configurations.Cloud Infrastructure as a Service (IaaS). – Systems CloudThe capability provided to the consumer is to provision processing, storage, networks, and other fundamental computing resources where the consumer is able to deploy and run arbitrary software, which can include operating systems and applications. The consumer does not manage or control the underlying cloud infrastructure but has control over operating systems, storage, deployed applications, and possibly limited control of select networking components (e.g., host firewalls).
  3. Private cloudThe cloud infrastructure is operated solely for an organization. It may be managed by the organization or a third party and may exist on premise or off premise.Public cloudThe cloud infrastructure is made available to the general public or a large industry group and is owned by an organization selling cloud services.Hybrid cloudThe cloud infrastructure is a composition of two or more clouds (private, community, or public) that remain unique entities but are bound together by standardized or proprietary technology that enables data and application portability (e.g., cloud bursting for load balancing between clouds).
  4. The Kill-o-Zap is a weapon first appearing in the novel The Hitchhiker's Guide to the Galaxy, wielded by the police from Blagulon Kappa when they come to Magrathea to arrest Zaphod. It is referenced throughout the series in the role of a standard and widespread brand of raygun.In the novel The Restaurant at the End of the Universe it is described in more detail:The designer of the gun had clearly not been instructed to beat about the bush. 'Make it evil,' he'd been told. 'Make it totally clear that this gun has a right end and a wrong end. Make it totally clear to anyone standing at the wrong end that things are going badly for them. If that means sticking all sort of spikes and prongs and blackened bits all over it then so be it. This is not a gun for hanging over the fireplace or sticking in the umbrella stand, it is a gun for going out and making people miserable with.'In the novel Life, the Universe and Everything, the group arms themselves with Kill-o-Zap guns against the Krikkiters. Arthur "fumbled to release the safety catch and engage the extreme danger catch as Ford had shown him. He was shaking so much that if he'd fired at anybody at that moment he probably would have burnt his signature on them."In the 2005 movie adaptation, the gun has a sophisticated look. It is more of a white circle that covers the hand and has a trigger on the inside. This version is wielded by Marvin.
  5. Derived from the NIST Diagram Physical Resources NetworkingComputeStorageBios/FirmwareSoftware KernelOperating Systems with Type II HypervisorsVM Manager (VMM) – Type 1 Hypervisors Virtualized Resources NetworkingComputeStorageVirtualized ResourcesMetadataVirtual Machine Images
  6. Top choices for Cloud Computing are Xen and KVM.OpenVZ, container virtualization for Linux, is an interesting option as it has a very minimal overhead to scale application space similar to containers like BSD Jails. Advantage is that memory allocation is soft and unutilized memory can be used by other applications.
  7. OVFAn OVF package consists of several files, placed in one directory. A one-file alternative is the OVA package, which is a TAR file with the OVF directory inside.OVF is a packaging format for software appliances. From a technical point of view, an OVF is a transport mechanism for virtual machine templates. One OVF may contain a single VM, or many VMs (it is left to the software appliance developer to decide which arrangement best suits their application). OVFs must be installed before they can be run; a particular virtualization platform may run the VM from the OVF, but this is not required. If this is done, the OVF itself can no longer be viewed as a “golden image” version of the appliance, since run-time state for the virtual machine(s) will pervade the OVF. Moreover the digital signature that allows the platform to check the integrity of the OVF will be invalidAn Amazon Machine Image (AMI) is a special type of virtual appliance which is used to instantiate (create) a virtual machine within the Amazon Elastic Compute Cloud. It serves as the basic unit of deployment for services delivered using EC2..Amazon AMI An Amazon Machine Image (AMI) is a special type of virtual appliance which is used to instantiate (create) a virtual machine within the Amazon Elastic Compute Cloud. It serves as the basic unit of deployment for services delivered using EC2. Like all virtual appliances, the main component of an AMI is a read-only filesystem image which includes an operating system (e.g., Linux, UNIX, or Windows) and any additional software required to deliver a service or a portion of it.[2]The AMI filesystem is compressed, encrypted, signed, split into a series of 10MB chunks and uploaded into Amazon S3 for storage. An XML manifest file stores information about the AMI, including name, version, architecture, default kernel id, decryption key and digests for all of the filesystem chunks.An AMI does not include a kernel image, only a pointer to the default kernel id, which can be chosen from an approved list of safe kernels maintained by Amazon and its partners (e.g., RedHat, Canonical, Microsoft). Users may choose kernels other than the default when booting an AMI.QCOW2 – QEMU “Copy on Write” Version 2qcow stands for "QEMU Copy On Write" and denotes a disk storage optimization strategy that delays allocation of storage until it is actually needed. QEMU is an emulator and virtual machine container, and it can use a variety of virtual disk images which are generally associated with specific guests operating systems.qcow2 is a newer version of the qcow format. QEMU can use a base image which is read-only, and store all writes to the qcow2 image. Among the QEMU supported formats, this is the most versatile format. Features include smaller images (useful if the filesystem does not support holes, for example on FAT32), optional AES encryption, zlib based compression and support of multiple VM snapshots. qemu and xen have retained the qcow format for backwards compatibility. Users can easily convert qcow disk images to the qcow2 format.VMDK - Virtual Machine Disk VMDK (Virtual Machine Disk) is a file format used for virtual appliances developed for VMware products. The format is a container for virtual hard disk drives to be used in virtual machines like VMware Workstation or Virtualbox. VMDK is an open format.IMGThe IMG file extension is used by files which are standardized raw dumps of a disk, and by files in various formats created by different imaging programs.Xen can use raw disk images and physical disks as filesystems for a Xen based domainU. Another option is to use the disk images used by QEMU. VHD – Virtual Hard Disk Virtual Hard Disk format started by Connectix (now part of Microsoft) made open through the Microsoft Open Specification Promise.VHDs are implemented as files that reside on the native host file system. The following types of VHD formats are supported by Microsoft Virtual PC and Virtual Server:Fixed hard disk image: a file that is allocated to the size of the virtual disk. Fixed VHDs consist of a raw disk image followed by a VHD footer (512 or formerly 511 bytes).[1]Dynamic hard disk image: a file that at any given time is as large as the actual data written to it, plus the size of the header and footer. Dynamic and differencing VHDs begin with a copy of the VHD footer (padded to 512 bytes), and for dynamic or differencing VHDs created by Microsoft products this results in a VHD-cookie string conectix at the begin of the VHD file.[1]Differencing hard disk image: a set of modified blocks (maintained in a separate file referred to as the "child image") in comparison to a parent image. The Differencing hard disk image format allows the concept of Undo Changes: when enabled, all changes to a hard drive contained within a VHD (the parent image) are stored in a separate file (the child image). Options are available to undo the changes to the VHD, or to merge them permanently into the VHD. Different child images based on the same parent image also allow "cloning" of VHDs; at least the globally unique identifier (GUID) must be different.Linked to a hard disk: a file which contains a link to a physical hard drive or partition of a physical hard drive
  8. Appliances are like toasters, they do one thing very well. BitnamiBitNami Cloud Images allow BitNami Stacks to run in a cloud computing environment. BitNami offers Amazon Machine Images (AMIs) for running BitNami Stacks on the Amazon Cloud, as well as BitNami Cloud Hosting, a service that simplifies the process of running open source applications on Amazon EC2.BoxGrinderBoxGrinder supports many virtualization and Cloud platforms like EC2, Xen, KVM, VMware. You can create an appliance based on Fedora, Red Hat Enterprise Linux or CentOS. You are of course free to write your own plugin to support any other virtualization platform or operating system.Oz Oz is a command-line tool that has the ability to create images for common Linux distributions. There are lots of tools for image building.  Oz is a bit different from most others in that it actually spawns a VM to do an install, while most other tools simply use a loopback mounted filesystem.SUSE StudioSuSE Studio allows you to use a hosted build service and a on premise virtual build system. Has a RESTful API to make calls to SUSE Studio openSUSE, SUSE Enterprise Linux (SuSE) and JeOSIntegrates with SUSE Lifecycle Management Server and WebYASTCan Share Images in the SUSE Studio GalleryOther projects:Imagefactory - http://imgfac.org/ - imagefactory builds images for a variety of operating system/cloud combinations.UShareSoft – Create cloud Server Templates on any OS in minutes via a SaaS
  9. Scale Up Scale Out
  10. CloudStack – www.cloudstack.org - CloudStack is an Apache Software Foundation project released under ASL 2.0 that provides a highly capable IaaS solution for service providers and enterprises. Robust Web Interface Comprehensive APISecure-Single Sign-OnDynamic Workload ManagementXenserver, Xen Cloud Platform, KVM, VMware, OracleVM supportSecure AJAX Console for VMsNetworking-as-a-Service (Create VLANs to segregate traffic)EC2 API Compatibility Usage MeteringEucalyptus– http://open.eucalyptus.com - IaaS platform originally targeted to provide migration path from Amazon EC2 to private cloud. Amazon AWS Interface CompatibilitySupports Amazon AMIHigh AvailabilityNetwork Management, Security Groups, Traffic IsolationSelf Service S3 compatible Storage Bucket-Based StorageXen and KVM Hypervisor Support (VMware in Enterprise Edition)User Group and Role-Based ManagementSingle Data Center OpenStack– www.openstack.orgOpenStack Compute (Nova) – Nova is a cloud orchestration platform similar to Amazon EC2 Orchestration of popular hypervisors (Xen, Xenserver, KVM, Hyper-V, VMware, Linux Containers)Floating IP Addresses (keep IPs and DNS correct when restarting VMs)VNC proxy through the WebApache 2.0 License Android/iOS ClientsBlock Storage Support (AOE, iSCSI, Sheepdog)OpenStack Storage (Swift) – Is a EBS style solution used for long term storage not real time. Swift is used creating redundant, scalable object storage using clusters of standardized servers to store petabytes of accessible data.Features:Store and Manage files ProgrammaticallyCreate public and private folders Using Commodity HardwareFault tolerant (Nodes/HDD)Scale-out, Scale-UpOpenStack Image Service(Glance) - OpenStack Image Service (code-named Glance) provides discovery, registration, and delivery services for virtual disk images.Features:Provides images-as-a-serviceSupports Raw, VHD, VDI, qcow2, VMDK, OVF Restful APIBackend Options – Swift, Local, S3, HTTPVersion Control and LoggingOpenNebula – http://www.opennebula.org/ – Cloud Computing Toolkit Apache license
  11. Nova – Compute Fabric Controller similar to Amazon EC2 Nova is the project name for OpenStack Compute, a cloud computing fabric controller, the main part of an IaaS system. Individuals and organizations can use Nova to host and manage their own cloud computing.Component based architecture: Quickly add new behaviorsHighly available: Scale to very serious workloadsFault-Tolerant: Isolated processes avoid cascading failuresRecoverable: Failures should be easy to diagnose, debug, and rectifyOpen Standards: Be a reference implementation for a community-driven apiAPI Compatibility: Nova strives to provide API-compatible with popular systems like Amazon EC2Object Storage - Swift – Object Storage like Amazon S3Object Storage is ideal for cost effective, scale-out storage. It provides a fully distributed, API-accessible storage platform that can be integrated directly into applications or used for backup, archiving and data retention. Block Storage allows block devices to be exposed and connected to compute instances for expanded storage, better performance and integration with enterprise storage platforms, such as NetApp, Nexenta and SolidFire.Image Service “Glance”The OpenStack Image Service provides discovery, registration and delivery services for disk and server images. The ability to copy or snapshot a server image and immediately store it away is a powerful capability of the OpenStack cloud operating system. Stored images can be used as a template to get new servers up and running quickly—and more consistently if you are provisioning multiple servers—than installing a server operating system and individually configuring additional services. It can also be used to store and catalog an unlimited number of backups.Identity Service – “Keystone”OpenStack Identity provides a central directory of users mapped to the OpenStack services they can access. It acts as a common authentication system across the cloud operating system and can integrate with existing backend directory services like LDAP. It supports multiple forms of authentication including standard username and password credentials, token-based systems and AWS-style logins.Additionally, the catalog provides a queryable list of all of the services deployed in an OpenStack cloud in a single registry. Users and third-party tools can programmatically determine which resources they can access.As an administrator, OpenStack Identity enables you to:Configure centralized policies across users and systemsCreate users and tenants and define permissions for compute, storage and networking resources using role-based access control (RBAC) featuresIntegrate with an existing directory like LDAP, allowing for a single source of identity authentication across the enterpriseQuantum The Quantum API allows for creation and management of “virtual networks” each of which can have one or more “ports”. A port on a virtual network can be attached to a “network interface”, where a “network interface” is anything which can source traffic, such as a vNIC exposed by a virtual machine, an interface on a load balancer, and so on. These abstractions offered by Quantum (virtual networks, virtual ports,and network interfaces) are the building blocks for building and managing logical network topologies. Of course, the technology that implements Quantum is fully decoupled from the API (that is, the backend is “pluggable”).
  12. Types of Tasks Accomplished by an APIProvisioning (creating, re-creating, moving, or deleting components e.g. virtual machines, vlans)Configuration (assigning or changing attributes of the architecture such as security and network settings)Cloud ProvidersJclouds – java API Abstraction Libcloud – started by CloudKick (now Rackspace) to abstract clouds, Apache incubator projectDeltacloud – started by Red Hat to abstract clouds, Apache incubator projectFog - provider and abstraction level API across compute and storage, written in Ruby
  13. Primary Storage Secondary Storage = GlusterFSGluster FS is an open source scale-out NAS solution. The software is a powerful and flexible solution that simplifies the task of managing unstructured file data whether you have a few terabytes of storage or multiple petabytes.CephCeph is a distributed network storage and file system designed to provide excellent performance, reliability, and scalability.  Ceph is based on a reliable and scalable distributed object store, with a distributed metadata management cluster layered on top to provide a distributed file system with POSIX semantics.  There are a variety of ways to interact with the system Used by Bloomberg and DreamHostOpenStack Storage (code-named Swift)is open source software for creating redundant, scalable object storage using clusters of standardized servers to store petabytes of accessible data. It is not a file system or real-time data storage system, but rather a long-term storage system for a more permanent type of static data that can be retrieved, leveraged, and then updated if necessary. Primary examples of data that best fit this type of storage model are virtual machine images, photo storage, email storage and backup archiving. Having no central "brain" or master point of control provides greater scalability, redundancy and permanence.Riak Cloud Storage is simple, available storage software built on top of Riak. It features:Large object support (up to 5GB/object)S3-compatible API and authenticationMulti-tenancy and per-user reportingPer-node or capacity-based pricingMulti-datacenter replicationSheepdogSheepdogis a distributed storage system for QEMU/KVM. It provides highly available block level storage volumes that can be attached to QEMU/KVM virtual machines. Sheepdog scales to several hundreds nodes, and supports advanced volume management features such as snapshot, cloning, and thin provisioning.
  14. CloudFoundryCloud Foundry, a VMware-led project, for building a Platform as a Service (PaaS) offering. Cloud Foundry provides a platform for building, deploying, and running cloud apps using Spring for Java developers, Rails and Sinatra for Ruby developers, Node.js and other JVM frameworks including Grails.CloudifyCloudify is designed to bring any app to any cloud enabling enterprises, ISVs, and managed service providers alike to quickly benefit from the cloud automation and elasticity organizations today need. Cloudify helps you maximize application onboarding and automation by externally orchestrating the application deployment and runtime. Cloudify’sDevOps approach treats infrastructure as code, enabling you to describe deployment and post–deployment steps for any application through an external blueprint – AKA, a recipe, which you can then take from cloud to cloud, unchanged.Cloudify recipes on Github at OpenShiftA free Platform-as-a-Service that enables developers to deploy apps written in multiple frameworks and languages across clouds. Open source licensing is forthcoming. StackatoStackato enables you to create a private PaaS hosted on the cloud of your choice (your own or with a hosting provider) to empower your developers to deploy, run, and manage their applications in the cloud. Stackato includes:Multi-choice cloud application platform with automatic provisioning:choice of language (Java, Python, PHP, Ruby, Perl, Node.js, Erlang, Scala, Clojure)choice of framework (popular frameworks for each of the languages above, such as Spring, Django, Pyramid, Rails, Mojolicious, Catalyst and more)choice of data service (MySQL, PostgreSQL, Redis, MongoDB) plus ability to connect to othersWSO2 The WSO2 middleware platform offers a full range of core services: application server, enterprise service bus (ESB), governance registry and repository, identity and access management, business process management (BPM), business activity monitor (BAM), portal server and more. WSO2 Stratos monitors CPU, memory and bandwidth utilization, and SLAs. Then it automatically scales up or down depending on the load. When new resources are needed, WSO2 Stratos transparently adds services and when load goes down, WSO2 Stratos automatically brings services down. Dynamic discovery enables services to automatically detect when resource allocations change; there is no need for manual monitoring or reconfiguration.
  15. In the SDN architecture, the control and data planes are decoupled, network intelligence and state are logically centralized, and the underlying network infrastructure is abstracted from the applications. As a result, enterprises and carriers gain unprecedented programmability, automation, and network control, enabling them to build highly scalable, flexible networks that readily adapt to changing business needs
  16. Software Defined Networking (SDN) is an emerging network architecture where network control is decoupled from forwarding and is directly programmable. This migration of control, formerly tightly bound in individual network devices, into accessible computing devices enables the underlying infrastructure to be abstracted for applications and network services, which can treat the network as a logical or virtual entity. This figure depicts a logical view of the SDN architecture. Network intelligence is (logically) centralized in software-based SDN controllers, which maintain a global view of the network. As a result, the network appears to the applications and policy engines as a single, logical switch. With SDN, enterprises and carriers gain vendor-independent control over the entire network from a single logical point, which greatly simplifies the network design and operation. SDN also greatly simplifies the network devices themselves, since they no longer need to understand and process thousands of protocol standards but merely accept instructions from the SDN controllers.
  17. The limitations of the hardware-dependent network are preventing the enterprise from realizing the full potential of their cloud—and vastly limiting the return on their investment.To get the most from your cloud, you must untether your network.
  18. Open FlowOpenFlow is an open standard that enables researchers to run experimental protocols in the campus networks we use every day. OpenFlow is added as a feature to commercial Ethernet switches, routers and wireless access points – and provides a standardized hook to allow researchers to run experiments, without requiring vendors to expose the internal workings of their network devices. OpenFlow is currently being implemented by major vendors, with OpenFlow-enabled switches now commercially available.In a classical router or switch, the fast packet forwarding (data path) and the high level routing decisions (control path) occur on the same device. An OpenFlow Switch separates these two functions. The data path portion still resides on the switch, while high-level routing decisions are moved to a separate controller, typically a standard server. The OpenFlow Switch and Controller communicate via the OpenFlow protocol, which defines messages, such as packet-received, send-packet-out, modify-forwarding-table, and get-stats.The data path of an OpenFlow Switch presents a clean flow table abstraction; each flow table entry contains a set of packet fields to match, and an action (such as send-out-port, modify-field, or drop). When an OpenFlow Switch receives a packet it has never seen before, for which it has no matching flow entries, it sends this packet to the controller. The controller then makes a decision on how to handle this packet. It can drop the packet, or it can add a flow entry directing the switch on how to forward similar packets in the future.OpenFlow is the first standard communications interface defined betweenthe control and forwarding layers of an SDN architecture. OpenFlow allows direct access to and manipulation of the forwarding plane of network devices such as switches and routers, both physical and virtual (hypervisor-based). It is the absence of an open interface to the forwarding plane that has led to the characterization of today’s networking devices as monolithic, closed, and mainframe-like. No other standard protocol does what OpenFlow does, and a protocol like OpenFlow is needed to move network control out of the networking switches to logically centralized control software
  19. Floodlight - http://floodlight.openflowhub.org/The Floodlight controller is an enterprise-class, Apache-licensed, Java-based OpenFlow Controller. It is supported by a community of developers including a number of engineers from Big Switch Networks.OpenFlow is a open standard managed by the Open Networking Foundation (ONF). It specifies a protocol through switch a remote controller can modify the behavior of networking devices through a well-defined “forwarding instruction set”. Floodlight is designed to work with the growing number of switches, routers, virtual witches, and access points that support the OpenFlow standard.Open Daylight – http://www.opendaylight.comThe adoption of new technologies and pursuit of programmable networks has the potential to significantly improve levels of functionality, flexibility and adaptability of mainstream datacenter architectures. To leverage this abstraction to its fullest requires the network to adapt and evolve to a Software-Defined architecture. One of the architectural elements required to achieve this goal is a Software-Defined-Networking (SDN) platform that enables network control and programmability.OpenStack Networking “Quantum” – https://www.openstack.org/software/openstack-networking/OpenStack Networking is a pluggable, scalable and API-driven system for managing networks and IP addresses. Like other aspects of the cloud operating system, it can be used by administrators and users to increase the value of existing datacenter assets. OpenStack Networking ensures the network will not be the bottleneck or limiting factor in a cloud deployment and gives users real self service, even over their network configurations.Networking CapabilitiesOpenStack provides flexible networking models to suit the needs of different applications or user groups. Standard models include flat networks or VLANs for separation of servers and traffic.OpenStack Networking manages IP addresses, allowing for dedicated static IPs or DHCP. Floating IPs allow traffic to be dynamically rerouted to any of your compute resources, which allows you to redirect traffic during maintenance or in the case of failure. Users can create their own networks, control traffic and connect servers and devices to one or more networks.The pluggable backend architecture lets users take advantage of commodity gear or advanced networking services from supported vendors.Administrators can take advantage of software-defined networking (SDN) technology like OpenFlow to allow for high levels of multi-tenancy and massive scale.OpenStack Networking has an extension framework allowing additional network services, such as intrusion detection systems (IDS), load balancing, firewalls and virtual private networks (VPN) to be deployed and managed.Open vSwitchOpen vSwitch is a production quality, multilayer virtual switch licensed under the open source Apache 2.0 license. It is designed to enable massive network automation through programmatic extension, while still supporting standard management interfaces and protocols (e.g. NetFlow, sFlow, SPAN, RSPAN, CLI, LACP, 802.1ag). In addition, it is designed to support distribution across multiple physical servers similar to VMware's vNetwork distributed vswitch or Cisco's Nexus 1000V. See the full feature list here
  20. Deep Thought is a computer that was created by the pan-dimensional, hyper-intelligent species of beings (whose three dimensional protrusions into our universe are ordinary white mice) to come up with the Answer to The Ultimate Question of Life, the Universe, and Everything. Deep Thought is the size of a small city. When, after seven and a half million years of calculation, the answer finally turns out to be 42, Deep Thought admonishes Loonquawl and Phouchg (the receivers of the Ultimate Answer) that "[he] checked it very thoroughly, and that quite definitely is the answer. I think the problem, to be quite honest with you is that you've never actually known what the question was.”Deep Thought does not know the ultimate question to Life, the Universe and Everything, but offers to design an even more powerful computer, Earth, to calculate it. After ten million years of calculation, the Earth is destroyed by Vogons five minutes before the computation is complete.
  21. http://www.benphoster.com/facebook-to-1-billion-users-i-predict-august-16-2012/
  22. Applications Infrastructure
  23. NoSQLIn computing, NoSQL (commonly interpreted as "not only SQL"[1]) is a broad class of database management systems identified by non-adherence to the widely used relational database management system model. NoSQL databases are not built primarily on tables, and generally do not use SQL for data manipulation.NoSQL database systems are often highly optimized for retrieval and appending operations and often offer little functionality beyond record storage (e.g. key–value stores). The reduced run-time flexibility compared to full SQL systems is compensated by marked gains in scalability and performance for certain data models.Apache CassandraThe Apache Cassandra database is the right choice when you need scalability and high availability without compromising performance. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure make it the perfect platform for mission-critical data. Cassandra's support for replicating across multiple datacenters is best-in-class, providing lower latency for your users and the peace of mind of knowing that you can survive regional outages.Cassandra's ColumnFamily data model offers the convenience of column indexes with the performance of log-structured updates, strong support for materialized views, and powerful built-in caching. Cassandra is in use at Netflix, Twitter, Urban Airship, Constant Contact, Reddit, Cisco, OpenX, Digg, CloudKick, Ooyala, and more companies that have large, active data sets. The largest known Cassandra cluster has over 300 TB of data in over 400 machines. HypertableHypertable is based on a design developed by Googl(e.g.BigTable clone) to meet their scalability requirements and solves the scale problem better than any of the other NoSQL solutions out there.Mongo DB RedisRedis is an open source, BSD licensed, advanced key-value store. It is often referred to as a data structure server since keys can contain strings, hashes, lists, sets and sorted sets.Riak
  24. MapReduce is a programming model for processing large data sets, and the name of an implementation of the model by Google. MapReduce is typically used to do distributed computing on clusters of computersThe model is inspired by the map and reduce functions commonly used in functional programming, although their purpose in the MapReduce framework is not the same as their original forms.[3]MapReduce libraries have been written in many programming languages. A popular free implementation is Apache Hadoop.
  25. Chukwa - http://incubator.apache.org/chukwa/Chukwa is a Hadoop subproject devoted to large-scale log collection and analysis. Chukwa is built on top of the Hadoop distributed filesystem (HDFS) and MapReduce framework and inherits Hadoop’s scalability and robustness. Chukwa also includes a flexible and powerful toolkit for displaying monitoring and analyzing results, in order to make the best use of this collected data.ZooKeeper - http://zookeeper.apache.org/ -
  26. MeatCloud, Can’t Keep up with Cloud ComputingDevops & Agile IT PhilosophyScript Repetitive TasksAutomate, Automate, Automate
  27. Other disciplines like back-up, log management, performance and security (virus,intrusion detection) are important but not core to the delivery of cloud computing systems
  28. Ideally for the cloud you create management toolchains that automate the management of your cloud. So that the output of one tool informs the input of another.
  29. These tools are all appropriate for Linux guest operating systems, Windows operating system provisioning is not well addressed in OSS. AxemblerProvisonrProvisionr solves the problem of cloud portability by hiding completely the APIs and only focusing on building a cluster that matches the same set of assumptions on all clouds, assumptions like: a specific OS, pre-installed packages and binaries, sane dns settings, ssh & vpn access etc. - think a solid foundation for configuration.As a secondary goal Provisionr will also provide primitives for building automatic or semi-automatic workflows for configuring and monitoring services, workflows that assume that all the machines share a common set of characteristics as described above.CobblerCobbler is a Linux installation server that allows for rapid setup of network installation environments. It glues together and automates many associated Linux tasks so you do not have to hop between lots of various commands and applications when rolling out new systems, and, in some cases, changing existing ones. With a simple series of commands, network installs can be configured for PXE, reinstallations, media-based net-installs, and virtualized installs (supporting Xen, qemu, KVM, and some variants of VMware). Cobbler uses a helper program called 'koan' (which interacts with Cobbler) for reinstallation and virtualization support. CrowbarBare metal provisioning for CloudStack developed by Dell using Opscode Chef. JujuMetal as a Service (MAAS)MAAS offers a nice UI to provision your Ubuntu servers. Each physical server (“node”) will be commissioned automatically on first boot. During the commissioning process administrators are able to configure hardware settings manually before an automated smoke test and burn-in test are done. Once commissioned, a node can be deployed on demand by name, or allocated to a queue for dynamic allocation to services being deployed on this MAAS.Salt Cloud Salt Cloud is a tool for provisioning salted minions across various cloud providers. Currently supported providers are:- Amazon EC2- GoGrid- HP Cloud (using OpenStack)- Joyent- Linode- OpenStack- Rackspace (using OpenStack)The salt-cloud command can be used to query configured providers, create VMs on them, deploy salt-minion on those VMs and destroy them when no longer needed.Salt Cloud requires Salt to be installed, but does not require any Salt daemons to be running. However, if used in a salted environment, it is best to run Salt Cloud on the salt-master, so that it can properly lay down salt keys when it deploys machines, and then properly remove them later. If Salt Cloud is run in this manner, minions will automatically be approved by the master; no need to manually authenticate them later.Deprecated SpacewalkSpacewalk manages software content updates for Red Hat derived distributions such as Fedora, CentOS, and Scientific Linux, within your firewall. You can stage software content through different environments, managing the deployment of updates to systems and allowing you to view at which update level any given system is at across your deployment. A clean central web interface allows viewing of systems and their software update status, and initiating update actions.
  30. Salt - https://github.com/saltstack/salt
  31. AnsibleAnsible's SSH-key based access allows contributors to the Fedora Project to assist in automating infrastructure while having access limited appropriately. Ansible is also used to roll out and manage clusters of machines and ISV software, such as Basho's flagship key-value store Riak.CapistranoCapistrano is a developer tool for deploying web applications. It is typically installed on a workstation, and used to deploy code from your source code management (SCM) to one, or more servers.Capistrano recently added classes capabilities that match cobbler. RunDeckRunDeck is cross-platform open source software that helps you automate ad-hoc and routine procedures in data center or cloud environments. RunDeck allows you to run tasks on any number of nodes from a web-based or command-line interface. RunDeck also includes other features that make it easy to scale up your scripting efforts including: access control, workflow building, scheduling, logging, and integration with external sources for node and option data.FuncFunc allows for running commands on remote systems in a secure way, like SSH, but offers several improvements. Func allows you to manage an arbitrary group of machines all at once. Func automatically distributes certificates to all "slave" machines. There's almost nothing to configure. Func comes with a command line for sending remote commands and gathering data. There are lots of modules already provided for common tasks. Anyone can write their own modules using the simple Python module API. Everything that can be done with the command line can be done with the Python client API. The hack potential is unlimited. You'll never have to use "expect" or other ugly hacks to automate your workflow. It's really simple under the covers. Func works over XMLRPC and SSL. Since func uses certmaster, any program can use func certificates, latch on to them, and take advantage of secure master-to-slave communication. There are no databases or crazy stuff to install and configure. Again, certificate distribution is automatic too. McollectiveThe Marionette Collective AKA mcollective is a framework to build server orchestration or parallel job execution systems.Mcollective is used as a means of programmatic execution of Systems Administration actions on clusters of servers. MCollective use modern tools like Publish Subscribe Middleware and modern philosophies like real time discovery of network resources using meta data and not hostnames. Delivering a very scalable and very fast parallel execution environment.ScalrScalr is a pretty darn good open source cloud management tool. It provides both an automation framework (do Foo when Bar) and a web interface (where is this volume mounted) for managing infrastructure on the cloud, like EC2.FEATURES* Integrated into Opscode Chef, for configuration management.* Pre-automated software, such as nginx, mysql, redis, mongo, and rabbitmq* Blazing fast UI* Multi-cloud* More at http://scalr.net/features/ROADMAP* http://wiki.scalr.net/Roadmap
  32. Automated Toolchain(For Linux guests) Bootstrapped image is launched fro a template in the cloud provider, then searches for the Cobbler server.Post Install from Cobbler kicks off Puppet with defined management class to configure server using rolesAfter cobbler runs kicks off configuration management in Puppet. Then services can be started and stopped with RunDeck or post-install scriptsThen RunDeck can insert new hosts in Zenoss or NagiosFinally as the network conditions change Zenoss can remediate via other tools based on situational awareness
  33. NetFlix AWS Toolbag – http://netflix.github.comOver 25 projects developed by NetFlix to manager their cloud deployments. AsgardAsgard is a web-based tool for managing cloud-based applications and infrastructure.AstyanazAstyanax is a high level Java client for Apache Cassandra. Apache Cassandra is a highly available column oriented database.EddaEdda is a Service to track changes in your cloud deployments.EurekaEureka is a REST (Representational State Transfer) based service that is primarily used in the AWS cloud for locating services for the purpose of load balancing and failover of middle-tier servers.At Netflix, Eureka is used for the following purposes apart from playing a critical part in mid-tier load balancing.For aiding Netflix Asgard - an open source service which makes cloud deployments easier, inFast rollback of versions in case of problems avoiding the re-launch of 100's of instances which could take a long time.In rolling pushes, for avoiding propagation of a new version to all instances in case of problems.For our cassandra deployments to take instances out of traffic for maintenance.For our memcached caching services to identify the list of nodes in the ring.PriamPriam is a process/tool that runs alongside Apache Cassandra to automate the following:- Backup and recovery (Complete and incremental)- Token management- Seed discovery- ConfigurationSupport AWS environmentSimian ArmyThe Simian Army is a suite of tools for keeping your cloud operating in top form. Chaos Monkey, the first member, is a resiliency tool that helps ensure that your applications can tolerate random instance failures
  34. CactiCacti is a complete network graphing solution designed to harness the power of RRDTool's data storage and graphing functionality. Cacti provides a fast poller, advanced graph templating, multiple data acquisition methods, and user management features out of the box. All of this is wrapped in an intuitive, easy to use interface that makes sense for LAN-sized installations up to complex networks with hundreds of devices.RRDToolRRDtool is the OpenSource industry standard, high performance data logging and graphing system for time series data. RRDtool can be easily integrated in shell scripts, perl, python, ruby, lua or tcl applications.Graphite Graphite is a highly scalable real-time graphing system. As a user, you write an application that collects numeric time-series data that you are interested in graphing, and send it to Graphite's processing backend, carbon, which stores the data in Graphite's specialized database. The data can then be visualized through graphite's web interfaces.