SlideShare une entreprise Scribd logo
1  sur  27
Télécharger pour lire hors ligne
Adventures in Research
Joel Merrick
BBC Research & Development
OpenNebula Conference 2013
Thursday, 26 September 13
About me
• From Manchester, UK
• Sysadmin by day, Project Lead for Internal Cloud by night
• Involved with Sahana Foundation in 2008, helping with
administration
• First production release running on KVM during 2010
Haiti Earthquake.
• It’s ready for prime-time
Thursday, 26 September 13
About BBC R&D
• Established in 1922, shortly after main organisation
• Initially 2 divisions, Research Department and Development
• Grew rapidly, moving homes several times
• Eventually settled at Kingswood Warren, Surrey
• Amalgamated to R&D in 1993
• Now 3 sites - Centre House, MediaCity UK, 1 Euston
Square
Thursday, 26 September 13
About BBC R&D
Kingswood Warren, Surrey
Centre
House,
London
MediaCity,
Manchester
1ES, London
Thursday, 26 September 13
Previous Technologies Developed
• Noise Cancelling Microphones
• Conversion from 405-line to 625 line
• Colour Television
• Transatlantic Cable & Satellite
• BBC Micro
• NICAM Stereo
• DAB Digital / DTV / Freeview
• YouView
Thursday, 26 September 13
Collaboration
SuperHiVision with NHK for London 2012 Olympic Games
http://www.bbc.co.uk/blogs/researchanddevelopment/2012/08/the-olympics-in-super-hi-visio.shtml
Thursday, 26 September 13
Areas of Research
Capture
This area covers learning how to recognise and isolate objects within audio and video files automatically, such
as individual sound sources or the motion of an actor or athlete, as well as how best to record and store
media so it is durable and compatible with other systems.
• Produce
Our research in this area helps keep costs down and make production more efficient by developing the kinds
of technology that might radically improve the way programmes are made in the future.
• Deliver
This research aims to develop new ways to distribute our programmes, while ensuring audiences receive them
in the best possible quality, wherever they are, whenever they want them and whatever device they are using.
• Discover
This area sees us experimenting with new types of programmes and, with the BBC about to open more than
70 years’ worth of archives, how audiences might find and interact with them.
• Experience
How our audiences experience BBC programmes is our focus here. In this area we anticipate their future
expectations and ensure new technology, however complex, is easy to use and accessible for everyone
Thursday, 26 September 13
Every Day is Different
• We don’t have one specific kind of
workload on the shared platform
• Make is as flexible as possible, but also keep
it performant
• Most users don’t really care about backend
technology, they just want a simple, yet
effective service.
Thursday, 26 September 13
Some Current Projects(not all, by any means!)
• IP Studio
• Object Based Audio
• Enhanced Subtitling
• World Service ArchiveVoice Analysis &
Scrubbing
Thursday, 26 September 13
Challenges
• Engineers left with flexibility to do their own thing
• Silos of knowledge, hinders cross-team interactions
• Time taken to provision
• Inconsistencies
• Harder to manage asset utilisation
• Demand for compute resources and storage will
only increase
Thursday, 26 September 13
Legacy
• Robust internal systems
• Virtualisation in use, but only really single nodes
and in ad hoc situations
• Each team had their favourite distribution
• Very little / no config management or deployment
tools in most project areas
Thursday, 26 September 13
A Different Approach
• Reduce the time drains
• Automate Everything (eventually!)
• Try to standardize where appropriate
• Take ownership of assets
• Make it easy to extend and reproduce the
platform
Thursday, 26 September 13
Early Stages
• Project been running for about 6 months
• Available to users for only 2 months
• 2 clusters currently online
• Project teams already committing to procurement
• Pan-BBC Interest
• Opportunity to develop best practice as well as better
interactions with other areas of the organisation
Thursday, 26 September 13
Current Uses
• Started hosting Internal Systems Infrastructure
• Build slaves
• Indexing (100GBVM!)
• General hosting
• Hacking on ideas!
Thursday, 26 September 13
Why Build a Cloud?
• We have ownership!
• We can be more confident in security policy
• Can be guaranteed of the execution venue, so legal
stipulations can be met
• Network access is much faster for users, latency
is a lot better
Thursday, 26 September 13
High Level ComponentView
• OpenNebula 4.2
• KVM
• Ceph (rbd forVMs) - Using snapshot layering driver
and custom libvirt
• Ubuntu 13.04 - may transition back to LTS
Thursday, 26 September 13
Hardware
Compute Nodes
• Dell R720 - 32x Xeon(R) CPU E5-2670 0 @ 2.60GHz /
128GB RAM
Storage Nodes
• Dell R320 - 8x Xeon(R) CPU E5-1410 0 @ 2.80GHz /
24GB RAM
• LSI SAS2308 HBA
• SuperMicro JBOD Chassis
Thursday, 26 September 13
Network
• All hosts have 10Gbit
interconnectivity
• Intel Corporation 82599EB 10-Gigabit
SFP+
• Copper TwinAx
• Cisco Nexus 5020 ‘brains’
• FEX 2232 (Fabric Extender) as ToR
switch
Thursday, 26 September 13
OpenNebula Setup
• Currently running 4.2
• Main user interaction is via Sunstone
• Users authenticate against LDAP
• Default view for users is ‘cloud’
• Ceph RBD asVM block storage
• CephFS as System Datastore
• OpenVSwitch
Thursday, 26 September 13
Storage Node / Ceph Setup
“Ceph is a distributed object store and file system designed to provide
excellent performance, reliability and scalability.”
• XFS based OSDs (not btrfs)
• 12TB per node initial, growth to 24/48TB per node
• Around 1/8th Petabyte currently
• No SSDs
• Journals on Disk
• Deployed using ceph-deploy (much better now)
• RBD writeback caching (also writethough available)
• OSDs on all, MON’s on a small subset, MDS on inverse.
Thursday, 26 September 13
Snapshot Layering
Thursday, 26 September 13
Ceph’s Future
• Can only get better!
• Better REST admin API’s
• 8x speed increase in CRC functions in testing
• OpenZFS to leverage journaling?
• Erasure encoding to reduce space requirements
• Mutli-site replication
• RBD client side SSD caching (specifically for OS deployment)
Thursday, 26 September 13
Deployment
• Generally Puppet Managed
• VM Image generated usingVeeWee
https://github.com/jedi4ever/veewee
"A great tool for creating and configuring lightweight,
reproducible, portable virtual machine environments
- often used with the addition of automation tools
such as Chef or Puppet."
Thursday, 26 September 13
Oversubscription
• Not allVMs have CPU intensive workloads
• Makes financial sense to over-commit resource
when applicable
• Shared resources have CPU over-commited by 4x
• Memory is not over-commited
• Project teams can manage their own level on
their own equipment
Thursday, 26 September 13
Future Work - OpenNebula
• Hypervisor-side SSD caching (B-cache, flash-cache,
enhanceio etc.)... possibly
• Better ceph integration (attach_disk etc)
• Multiple Ceph Pools for tiered storage
• SSD based local storage
• Leverage more of radosgw for S3 compliant storage
• IntegrateVM generator into Sunstone/ONE?
• Move to virtio-scsi
Thursday, 26 September 13
Future Work - Hardware Pools
• PCI Passthrough Pooling
• Mainly used for SR-IOV Network adapters
• Allow PCI capture devices to be bound to aVM
• Drive the SDI Matrix to attach a given soft-patch
• Other use cases?
Thursday, 26 September 13
Thanks!
Any Question?
Thursday, 26 September 13

Contenu connexe

En vedette

Community Clouds from Scratch
Community Clouds from ScratchCommunity Clouds from Scratch
Community Clouds from ScratchNETWAYS
 
rOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebula
rOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebularOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebula
rOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebulaNETWAYS
 
OpenNebula in a Multiuser Environment
OpenNebula in a Multiuser EnvironmentOpenNebula in a Multiuser Environment
OpenNebula in a Multiuser EnvironmentNETWAYS
 
How Can OpenNebula Fit Your Needs: A European Project Feedback
How Can OpenNebula Fit Your Needs: A European Project FeedbackHow Can OpenNebula Fit Your Needs: A European Project Feedback
How Can OpenNebula Fit Your Needs: A European Project FeedbackNETWAYS
 
Monitoring Large-scale Cloud Infrastructures with OpenNebula
Monitoring Large-scale Cloud Infrastructures with OpenNebulaMonitoring Large-scale Cloud Infrastructures with OpenNebula
Monitoring Large-scale Cloud Infrastructures with OpenNebulaNETWAYS
 
Top Ten Security Considerations when Setting up your OpenNebula Cloud
Top Ten Security Considerations when Setting up your OpenNebula CloudTop Ten Security Considerations when Setting up your OpenNebula Cloud
Top Ten Security Considerations when Setting up your OpenNebula CloudNETWAYS
 
Opening the Path to Technical Excellence
Opening the Path to Technical ExcellenceOpening the Path to Technical Excellence
Opening the Path to Technical ExcellenceNETWAYS
 
Monitoring of OpenNebula installations
Monitoring of OpenNebula installationsMonitoring of OpenNebula installations
Monitoring of OpenNebula installationsNETWAYS
 
Enabling Scientific Workflows on FermiCloud using OpenNebula
Enabling Scientific Workflows on FermiCloud using OpenNebulaEnabling Scientific Workflows on FermiCloud using OpenNebula
Enabling Scientific Workflows on FermiCloud using OpenNebulaNETWAYS
 
CentOS and OpenNebula, a Perfect Match
CentOS and OpenNebula, a Perfect MatchCentOS and OpenNebula, a Perfect Match
CentOS and OpenNebula, a Perfect MatchNETWAYS
 
Welcome talk unleashing the future of open-source enterprise cloud computing
Welcome talk   unleashing the future of open-source enterprise cloud computingWelcome talk   unleashing the future of open-source enterprise cloud computing
Welcome talk unleashing the future of open-source enterprise cloud computingNETWAYS
 
Making Clouds: Turning OpenNebula into a Product
Making Clouds: Turning OpenNebula into a ProductMaking Clouds: Turning OpenNebula into a Product
Making Clouds: Turning OpenNebula into a ProductNETWAYS
 
High Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.x
High Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.xHigh Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.x
High Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.xNETWAYS
 
Contrail Virtual Execution Platform
Contrail Virtual Execution PlatformContrail Virtual Execution Platform
Contrail Virtual Execution PlatformNETWAYS
 

En vedette (14)

Community Clouds from Scratch
Community Clouds from ScratchCommunity Clouds from Scratch
Community Clouds from Scratch
 
rOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebula
rOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebularOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebula
rOCCI – Providing Interoperability through OCCI 1.1 Support for OpenNebula
 
OpenNebula in a Multiuser Environment
OpenNebula in a Multiuser EnvironmentOpenNebula in a Multiuser Environment
OpenNebula in a Multiuser Environment
 
How Can OpenNebula Fit Your Needs: A European Project Feedback
How Can OpenNebula Fit Your Needs: A European Project FeedbackHow Can OpenNebula Fit Your Needs: A European Project Feedback
How Can OpenNebula Fit Your Needs: A European Project Feedback
 
Monitoring Large-scale Cloud Infrastructures with OpenNebula
Monitoring Large-scale Cloud Infrastructures with OpenNebulaMonitoring Large-scale Cloud Infrastructures with OpenNebula
Monitoring Large-scale Cloud Infrastructures with OpenNebula
 
Top Ten Security Considerations when Setting up your OpenNebula Cloud
Top Ten Security Considerations when Setting up your OpenNebula CloudTop Ten Security Considerations when Setting up your OpenNebula Cloud
Top Ten Security Considerations when Setting up your OpenNebula Cloud
 
Opening the Path to Technical Excellence
Opening the Path to Technical ExcellenceOpening the Path to Technical Excellence
Opening the Path to Technical Excellence
 
Monitoring of OpenNebula installations
Monitoring of OpenNebula installationsMonitoring of OpenNebula installations
Monitoring of OpenNebula installations
 
Enabling Scientific Workflows on FermiCloud using OpenNebula
Enabling Scientific Workflows on FermiCloud using OpenNebulaEnabling Scientific Workflows on FermiCloud using OpenNebula
Enabling Scientific Workflows on FermiCloud using OpenNebula
 
CentOS and OpenNebula, a Perfect Match
CentOS and OpenNebula, a Perfect MatchCentOS and OpenNebula, a Perfect Match
CentOS and OpenNebula, a Perfect Match
 
Welcome talk unleashing the future of open-source enterprise cloud computing
Welcome talk   unleashing the future of open-source enterprise cloud computingWelcome talk   unleashing the future of open-source enterprise cloud computing
Welcome talk unleashing the future of open-source enterprise cloud computing
 
Making Clouds: Turning OpenNebula into a Product
Making Clouds: Turning OpenNebula into a ProductMaking Clouds: Turning OpenNebula into a Product
Making Clouds: Turning OpenNebula into a Product
 
High Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.x
High Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.xHigh Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.x
High Performance Computing Cloud at SURFsara: Experiences with OpenNebula 3.x
 
Contrail Virtual Execution Platform
Contrail Virtual Execution PlatformContrail Virtual Execution Platform
Contrail Virtual Execution Platform
 

Similaire à Adventures in Research

Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Cloud stack design camp on jun 15
Cloud stack design camp on jun 15Cloud stack design camp on jun 15
Cloud stack design camp on jun 15Isaac Chiang
 
Introduction to Amazon Web Services (AWS)
Introduction to Amazon Web Services (AWS)Introduction to Amazon Web Services (AWS)
Introduction to Amazon Web Services (AWS)Jason "JP" Pomerleau
 
Apereo OAE - Architectural overview
Apereo OAE - Architectural overviewApereo OAE - Architectural overview
Apereo OAE - Architectural overviewNicolaas Matthijs
 
201311 - Middleware
201311 - Middleware201311 - Middleware
201311 - Middlewarelyonjug
 
Making Cloudy Peanut Butter Cups: Apache CloudStack + Riak CS
Making Cloudy Peanut Butter Cups: Apache CloudStack + Riak CSMaking Cloudy Peanut Butter Cups: Apache CloudStack + Riak CS
Making Cloudy Peanut Butter Cups: Apache CloudStack + Riak CSJohn Burwell
 
GRP 19 - Nautilus, IceCube and LIGO
GRP 19 - Nautilus, IceCube and LIGOGRP 19 - Nautilus, IceCube and LIGO
GRP 19 - Nautilus, IceCube and LIGOIgor Sfiligoi
 
Sergey Dzyuban "To Build My Own Cloud with Blackjack…"
Sergey Dzyuban "To Build My Own Cloud with Blackjack…"Sergey Dzyuban "To Build My Own Cloud with Blackjack…"
Sergey Dzyuban "To Build My Own Cloud with Blackjack…"Fwdays
 
What's New in Grizzly & Deploying OpenStack with Puppet
What's New in Grizzly & Deploying OpenStack with PuppetWhat's New in Grizzly & Deploying OpenStack with Puppet
What's New in Grizzly & Deploying OpenStack with PuppetMark Voelker
 
CloudLab Overview
CloudLab OverviewCloudLab Overview
CloudLab OverviewEd Dodds
 
Sanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticiansSanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticiansPeter Clapham
 
Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...
Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...
Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...Ivan Zoratti
 
Introducing Container Technology to TSUBAME3.0 Supercomputer
Introducing Container Technology to TSUBAME3.0 SupercomputerIntroducing Container Technology to TSUBAME3.0 Supercomputer
Introducing Container Technology to TSUBAME3.0 SupercomputerAkihiro Nomura
 
OpenStack at Bloomberg
OpenStack at BloombergOpenStack at Bloomberg
OpenStack at BloombergTesora
 
Yow Conference Dec 2013 Netflix Workshop Slides with Notes
Yow Conference Dec 2013 Netflix Workshop Slides with NotesYow Conference Dec 2013 Netflix Workshop Slides with Notes
Yow Conference Dec 2013 Netflix Workshop Slides with NotesAdrian Cockcroft
 
CloudStack Collaboration Conference Europe 2014 参加リポート
CloudStack Collaboration Conference Europe 2014 参加リポートCloudStack Collaboration Conference Europe 2014 参加リポート
CloudStack Collaboration Conference Europe 2014 参加リポートSatoshi Shimazaki
 
Tech 2 Tech IPv6 presentation
Tech 2 Tech IPv6 presentationTech 2 Tech IPv6 presentation
Tech 2 Tech IPv6 presentationJisc
 

Similaire à Adventures in Research (20)

Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Cloud stack design camp on jun 15
Cloud stack design camp on jun 15Cloud stack design camp on jun 15
Cloud stack design camp on jun 15
 
Introduction to Amazon Web Services (AWS)
Introduction to Amazon Web Services (AWS)Introduction to Amazon Web Services (AWS)
Introduction to Amazon Web Services (AWS)
 
Apereo OAE - Architectural overview
Apereo OAE - Architectural overviewApereo OAE - Architectural overview
Apereo OAE - Architectural overview
 
201311 - Middleware
201311 - Middleware201311 - Middleware
201311 - Middleware
 
Making Cloudy Peanut Butter Cups: Apache CloudStack + Riak CS
Making Cloudy Peanut Butter Cups: Apache CloudStack + Riak CSMaking Cloudy Peanut Butter Cups: Apache CloudStack + Riak CS
Making Cloudy Peanut Butter Cups: Apache CloudStack + Riak CS
 
GRP 19 - Nautilus, IceCube and LIGO
GRP 19 - Nautilus, IceCube and LIGOGRP 19 - Nautilus, IceCube and LIGO
GRP 19 - Nautilus, IceCube and LIGO
 
Sergey Dzyuban "To Build My Own Cloud with Blackjack…"
Sergey Dzyuban "To Build My Own Cloud with Blackjack…"Sergey Dzyuban "To Build My Own Cloud with Blackjack…"
Sergey Dzyuban "To Build My Own Cloud with Blackjack…"
 
What's New in Grizzly & Deploying OpenStack with Puppet
What's New in Grizzly & Deploying OpenStack with PuppetWhat's New in Grizzly & Deploying OpenStack with Puppet
What's New in Grizzly & Deploying OpenStack with Puppet
 
CloudLab Overview
CloudLab OverviewCloudLab Overview
CloudLab Overview
 
Sanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticiansSanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticians
 
Flexible compute
Flexible computeFlexible compute
Flexible compute
 
Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...
Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...
Ora mysql bothGetting the best of both worlds with Oracle 11g and MySQL Enter...
 
Introducing Container Technology to TSUBAME3.0 Supercomputer
Introducing Container Technology to TSUBAME3.0 SupercomputerIntroducing Container Technology to TSUBAME3.0 Supercomputer
Introducing Container Technology to TSUBAME3.0 Supercomputer
 
OpenStack at Bloomberg
OpenStack at BloombergOpenStack at Bloomberg
OpenStack at Bloomberg
 
Yow Conference Dec 2013 Netflix Workshop Slides with Notes
Yow Conference Dec 2013 Netflix Workshop Slides with NotesYow Conference Dec 2013 Netflix Workshop Slides with Notes
Yow Conference Dec 2013 Netflix Workshop Slides with Notes
 
CloudStack Collaboration Conference Europe 2014 参加リポート
CloudStack Collaboration Conference Europe 2014 参加リポートCloudStack Collaboration Conference Europe 2014 参加リポート
CloudStack Collaboration Conference Europe 2014 参加リポート
 
Tech 2 Tech IPv6 presentation
Tech 2 Tech IPv6 presentationTech 2 Tech IPv6 presentation
Tech 2 Tech IPv6 presentation
 

Dernier

Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 

Dernier (20)

Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 

Adventures in Research

  • 1. Adventures in Research Joel Merrick BBC Research & Development OpenNebula Conference 2013 Thursday, 26 September 13
  • 2. About me • From Manchester, UK • Sysadmin by day, Project Lead for Internal Cloud by night • Involved with Sahana Foundation in 2008, helping with administration • First production release running on KVM during 2010 Haiti Earthquake. • It’s ready for prime-time Thursday, 26 September 13
  • 3. About BBC R&D • Established in 1922, shortly after main organisation • Initially 2 divisions, Research Department and Development • Grew rapidly, moving homes several times • Eventually settled at Kingswood Warren, Surrey • Amalgamated to R&D in 1993 • Now 3 sites - Centre House, MediaCity UK, 1 Euston Square Thursday, 26 September 13
  • 4. About BBC R&D Kingswood Warren, Surrey Centre House, London MediaCity, Manchester 1ES, London Thursday, 26 September 13
  • 5. Previous Technologies Developed • Noise Cancelling Microphones • Conversion from 405-line to 625 line • Colour Television • Transatlantic Cable & Satellite • BBC Micro • NICAM Stereo • DAB Digital / DTV / Freeview • YouView Thursday, 26 September 13
  • 6. Collaboration SuperHiVision with NHK for London 2012 Olympic Games http://www.bbc.co.uk/blogs/researchanddevelopment/2012/08/the-olympics-in-super-hi-visio.shtml Thursday, 26 September 13
  • 7. Areas of Research Capture This area covers learning how to recognise and isolate objects within audio and video files automatically, such as individual sound sources or the motion of an actor or athlete, as well as how best to record and store media so it is durable and compatible with other systems. • Produce Our research in this area helps keep costs down and make production more efficient by developing the kinds of technology that might radically improve the way programmes are made in the future. • Deliver This research aims to develop new ways to distribute our programmes, while ensuring audiences receive them in the best possible quality, wherever they are, whenever they want them and whatever device they are using. • Discover This area sees us experimenting with new types of programmes and, with the BBC about to open more than 70 years’ worth of archives, how audiences might find and interact with them. • Experience How our audiences experience BBC programmes is our focus here. In this area we anticipate their future expectations and ensure new technology, however complex, is easy to use and accessible for everyone Thursday, 26 September 13
  • 8. Every Day is Different • We don’t have one specific kind of workload on the shared platform • Make is as flexible as possible, but also keep it performant • Most users don’t really care about backend technology, they just want a simple, yet effective service. Thursday, 26 September 13
  • 9. Some Current Projects(not all, by any means!) • IP Studio • Object Based Audio • Enhanced Subtitling • World Service ArchiveVoice Analysis & Scrubbing Thursday, 26 September 13
  • 10. Challenges • Engineers left with flexibility to do their own thing • Silos of knowledge, hinders cross-team interactions • Time taken to provision • Inconsistencies • Harder to manage asset utilisation • Demand for compute resources and storage will only increase Thursday, 26 September 13
  • 11. Legacy • Robust internal systems • Virtualisation in use, but only really single nodes and in ad hoc situations • Each team had their favourite distribution • Very little / no config management or deployment tools in most project areas Thursday, 26 September 13
  • 12. A Different Approach • Reduce the time drains • Automate Everything (eventually!) • Try to standardize where appropriate • Take ownership of assets • Make it easy to extend and reproduce the platform Thursday, 26 September 13
  • 13. Early Stages • Project been running for about 6 months • Available to users for only 2 months • 2 clusters currently online • Project teams already committing to procurement • Pan-BBC Interest • Opportunity to develop best practice as well as better interactions with other areas of the organisation Thursday, 26 September 13
  • 14. Current Uses • Started hosting Internal Systems Infrastructure • Build slaves • Indexing (100GBVM!) • General hosting • Hacking on ideas! Thursday, 26 September 13
  • 15. Why Build a Cloud? • We have ownership! • We can be more confident in security policy • Can be guaranteed of the execution venue, so legal stipulations can be met • Network access is much faster for users, latency is a lot better Thursday, 26 September 13
  • 16. High Level ComponentView • OpenNebula 4.2 • KVM • Ceph (rbd forVMs) - Using snapshot layering driver and custom libvirt • Ubuntu 13.04 - may transition back to LTS Thursday, 26 September 13
  • 17. Hardware Compute Nodes • Dell R720 - 32x Xeon(R) CPU E5-2670 0 @ 2.60GHz / 128GB RAM Storage Nodes • Dell R320 - 8x Xeon(R) CPU E5-1410 0 @ 2.80GHz / 24GB RAM • LSI SAS2308 HBA • SuperMicro JBOD Chassis Thursday, 26 September 13
  • 18. Network • All hosts have 10Gbit interconnectivity • Intel Corporation 82599EB 10-Gigabit SFP+ • Copper TwinAx • Cisco Nexus 5020 ‘brains’ • FEX 2232 (Fabric Extender) as ToR switch Thursday, 26 September 13
  • 19. OpenNebula Setup • Currently running 4.2 • Main user interaction is via Sunstone • Users authenticate against LDAP • Default view for users is ‘cloud’ • Ceph RBD asVM block storage • CephFS as System Datastore • OpenVSwitch Thursday, 26 September 13
  • 20. Storage Node / Ceph Setup “Ceph is a distributed object store and file system designed to provide excellent performance, reliability and scalability.” • XFS based OSDs (not btrfs) • 12TB per node initial, growth to 24/48TB per node • Around 1/8th Petabyte currently • No SSDs • Journals on Disk • Deployed using ceph-deploy (much better now) • RBD writeback caching (also writethough available) • OSDs on all, MON’s on a small subset, MDS on inverse. Thursday, 26 September 13
  • 22. Ceph’s Future • Can only get better! • Better REST admin API’s • 8x speed increase in CRC functions in testing • OpenZFS to leverage journaling? • Erasure encoding to reduce space requirements • Mutli-site replication • RBD client side SSD caching (specifically for OS deployment) Thursday, 26 September 13
  • 23. Deployment • Generally Puppet Managed • VM Image generated usingVeeWee https://github.com/jedi4ever/veewee "A great tool for creating and configuring lightweight, reproducible, portable virtual machine environments - often used with the addition of automation tools such as Chef or Puppet." Thursday, 26 September 13
  • 24. Oversubscription • Not allVMs have CPU intensive workloads • Makes financial sense to over-commit resource when applicable • Shared resources have CPU over-commited by 4x • Memory is not over-commited • Project teams can manage their own level on their own equipment Thursday, 26 September 13
  • 25. Future Work - OpenNebula • Hypervisor-side SSD caching (B-cache, flash-cache, enhanceio etc.)... possibly • Better ceph integration (attach_disk etc) • Multiple Ceph Pools for tiered storage • SSD based local storage • Leverage more of radosgw for S3 compliant storage • IntegrateVM generator into Sunstone/ONE? • Move to virtio-scsi Thursday, 26 September 13
  • 26. Future Work - Hardware Pools • PCI Passthrough Pooling • Mainly used for SR-IOV Network adapters • Allow PCI capture devices to be bound to aVM • Drive the SDI Matrix to attach a given soft-patch • Other use cases? Thursday, 26 September 13