SlideShare une entreprise Scribd logo
1  sur  32
Télécharger pour lire hors ligne
CNCF Italy
Gianluca Arbezzano, CNCF Ambassador
Site Reliability Engineer at InfluxData
@gianarb
This presentation is available on
Meetup.com/CNCF-Italy
1
Cloud Native Computing Foundation
• Non-profit, part of the Linux Foundation
– Founded December 2015
• Current projects:
• Platinum members:
Kubernetes Prometheus OpenTracing Fluentd Linkerd gRPC CoreDNS containerd rkt CNI
Today the Linux Foundation is much more than Linux
We are helping
global privacy
and security
through a
program to
encrypt the
entire internet.
Security Networking
We are creating
ecosystems around
networking to
improve agility in the
evolving
software-defined
datacenter.
Cloud
We are creating a
portability layer for
the cloud, driving de
facto standards and
developing the
orchestration layer
for all clouds.
Automotive
We are creating the
platform for
infotainment in the
auto industry that
can be expanded
into instrument
clusters and
telematics systems.
Blockchain
We are creating a
permanent, secure
distributed ledger
that makes it easier
to create
cost-efficient,
decentralized
business networks.
We are regularly adding projects; for the most up-to-date listing of all projects visit tlfprojects.org
3
Web
We are providing the
application
development
framework for next
generation web,
mobile, serverless,
and IoT applications.
Containers
Cloud
Native
Cloud Native: CNCF (Founded 2015)
•Cloud native computing uses an open source
software stack to:
– segment applications into microservices,
– packaging each part into its own container
– and dynamically orchestrating those
containers to optimize resource utilization
Open
Source
IaaS
PaaS
Open
Source
PaaS
Virtualiza-
tion
2000 2001 2006 2009 2010 2011
Non-
Virtualized
Hardware
2013 2015
IaaS
4
Cloud Native
Value Propositions
5
Container packaged applications achieve dev/prod parity,
foster code and component reuse and simplify operations
6
Isolation
No Lock-in
Open source software stack enables deployment
on any public or private cloud (or in combinations)
7
Unlimited Scalability
Optimized for modern distributed systems environments
capable of scaling to tens of thousands of self healing
multi-tenant nodes
(e.g., Google starts 2 billion containers per week)
8
Agility and Maintainability
Are increased by splitting applications into
microservices with explicitly described dependencies
9
Improved Efficiency and Resource Utilization
Via a central orchestrating process that dynamically
manages and schedules microservices. This reduces the
costs associated with maintenance and operations.
10
Resiliency
To failures of individual containers, machines, and
even data centers and to varying levels of demand
11
CNCF-Italy
#CNCFItaly on Twitter
meetup.com/cncf-italy
12
Thanks sponsors!
Thanks media partners!
© 2017 InfluxData. All rights reserved.16
Typical problems with logs
¨ Which library do I need to use?
¨ Every library has a different format
¨ Every languages exposes a different format
© 2017 InfluxData. All rights reserved.17
Tracing is not something new
¨ There are vendors
¨ Every vendor has their own format
© 2017 InfluxData. All rights reserved.18
Every ten years, history repeats itself but now
¨ Microservices
¨ Polyglot architecture
¨ A different distribution
How do you “tell stories” about
concurrent systems?
Where does tracing code live?
OSS and commercial / in-house
instrumentation
Tracer SDKs /
clients
Tracing
backends and
UIs
© 2017 InfluxData. All rights reserved.21
log log log
log log
log
Parent Span Span Context / Baggage
Child
Child
Child Span
¨ Spans - Basic unit of timing and causality. Can be tagged with
key/value pairs.
¨ Logs - Structured data recorded on a span.
¨ Span Context - serializable format for linking spans across network
boundaries. Carries baggage, such as a request and client IDs.
¨ Tracers - Anything that plugs into the OpenTracing API to record
information.
¨ ZipKin, Jaeger, LightStep, others
¨ Also metrics (Prometheus) and logging
© 2017 InfluxData. All rights reserved.22
OpenTracing
API
application logic
µ-service frameworks
Lambda functions
RPC & control-flow frameworks
existing instrumentation
tracing infrastructure
main()
I N S T A N A
J a e g e r
microservice process
© 2017 InfluxData. All rights reserved.23
1.5 year old!
Tracer implementations: Zipkin, Jaeger, LightStep, SkyWalking, others
All sorts of companies use OpenTracing:
© 2017 InfluxData. All rights reserved.24
Rapidly growing OSS and vendor adoption
JDBIJava Webservlet
Jaxr
© 2017 InfluxData. All rights reserved.25
Some use cases
¨ Microservices
¨ Cache vs. Cache Miss
¨ Parallel vs Sequentially
¨ Queue system
© 2017 InfluxData. All rights reserved.26
Netflix - https://youtu.be/Q4nniyAarbs?t=31m58s
PS I don’t know if it’s using OpenTracing (probably not) but it’s a nice visualisation.
© 2017 InfluxData. All rights reserved.27
© 2017 InfluxData. All rights reserved.28
Enterprise Edition
Telegraf Kapacitor
InfluxDB
Chronograf
InfluxDB and OpenTracing?!
© 2017 InfluxData. All rights reserved.29
InfluxDB and OpenTracing?!
Implement a comfortable
solution to store and quickly manipulate
all your traces.
© 2017 InfluxData. All rights reserved.30
Telegraf plugin to forward traces from Zipkin to InfluxDB
© 2017 InfluxData. All rights reserved.31
Zipkin native InfluxDB storage
32
Please follow up with Gianluca
Arbezzano
gianluca@influxdb.com
@gianarb on Twitter

Contenu connexe

Tendances

Distributed Tracing with OpenTracing, ZipKin and Kubernetes
Distributed Tracing with OpenTracing, ZipKin and KubernetesDistributed Tracing with OpenTracing, ZipKin and Kubernetes
Distributed Tracing with OpenTracing, ZipKin and KubernetesContainer Solutions
 
Juraci Paixão Kröhling - All you need to know about OpenTelemetry
Juraci Paixão Kröhling - All you need to know about OpenTelemetryJuraci Paixão Kröhling - All you need to know about OpenTelemetry
Juraci Paixão Kröhling - All you need to know about OpenTelemetryJuliano Costa
 
[WSO2Con EU 2018] Tooling for Observability
[WSO2Con EU 2018] Tooling for Observability[WSO2Con EU 2018] Tooling for Observability
[WSO2Con EU 2018] Tooling for ObservabilityWSO2
 
Cloud-Native: A New Ecosystem for Putting Containers into Production
Cloud-Native:  A New Ecosystem for Putting Containers into ProductionCloud-Native:  A New Ecosystem for Putting Containers into Production
Cloud-Native: A New Ecosystem for Putting Containers into ProductionGordon Haff
 
Distributed tracing - get a grasp on your production
Distributed tracing - get a grasp on your productionDistributed tracing - get a grasp on your production
Distributed tracing - get a grasp on your productionnklmish
 
Monitoring to the Nth tier: The state of distributed tracing in 2016
Monitoring to the Nth tier: The state of distributed tracing in 2016Monitoring to the Nth tier: The state of distributed tracing in 2016
Monitoring to the Nth tier: The state of distributed tracing in 2016AppNeta
 
node.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehne
node.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehnenode.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehne
node.js is made for IoT - node.hh 07/16, Hamburg by Michael KuehneMichael Kuehne-Schlinkert
 
Introduction to Filecoin
Introduction to Filecoin   Introduction to Filecoin
Introduction to Filecoin Vanessa Lošić
 
Patterns for Asynchronous Microservices with NATS
Patterns for Asynchronous Microservices with NATSPatterns for Asynchronous Microservices with NATS
Patterns for Asynchronous Microservices with NATSApcera
 
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
 
Presentation of CLIF open source project at OW2con'19, June 12-13, Paris.
Presentation of CLIF open source project at OW2con'19, June 12-13, Paris. Presentation of CLIF open source project at OW2con'19, June 12-13, Paris.
Presentation of CLIF open source project at OW2con'19, June 12-13, Paris. OW2
 
Meetup6 microservices for the IoT
Meetup6 microservices for the IoTMeetup6 microservices for the IoT
Meetup6 microservices for the IoTFrancesco Rago
 
GitOps (& Flux) for Helm Users with Scott Rigby
GitOps (& Flux) for Helm Users with Scott RigbyGitOps (& Flux) for Helm Users with Scott Rigby
GitOps (& Flux) for Helm Users with Scott RigbyWeaveworks
 
FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)
FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)
FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)FIWARE
 
Distributed Tracing
Distributed TracingDistributed Tracing
Distributed Tracingsoasme
 
Encode Club workshop slides
Encode Club workshop slidesEncode Club workshop slides
Encode Club workshop slidesVanessa Lošić
 
OpenStack Journey in Tieto Elastic Cloud
OpenStack Journey in Tieto Elastic CloudOpenStack Journey in Tieto Elastic Cloud
OpenStack Journey in Tieto Elastic CloudJakub Pavlik
 
Monitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxDataMonitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxDataInfluxData
 

Tendances (20)

Distributed Tracing with OpenTracing, ZipKin and Kubernetes
Distributed Tracing with OpenTracing, ZipKin and KubernetesDistributed Tracing with OpenTracing, ZipKin and Kubernetes
Distributed Tracing with OpenTracing, ZipKin and Kubernetes
 
Juraci Paixão Kröhling - All you need to know about OpenTelemetry
Juraci Paixão Kröhling - All you need to know about OpenTelemetryJuraci Paixão Kröhling - All you need to know about OpenTelemetry
Juraci Paixão Kröhling - All you need to know about OpenTelemetry
 
[WSO2Con EU 2018] Tooling for Observability
[WSO2Con EU 2018] Tooling for Observability[WSO2Con EU 2018] Tooling for Observability
[WSO2Con EU 2018] Tooling for Observability
 
Cloud-Native: A New Ecosystem for Putting Containers into Production
Cloud-Native:  A New Ecosystem for Putting Containers into ProductionCloud-Native:  A New Ecosystem for Putting Containers into Production
Cloud-Native: A New Ecosystem for Putting Containers into Production
 
NATS & IoT
NATS & IoTNATS & IoT
NATS & IoT
 
Distributed tracing - get a grasp on your production
Distributed tracing - get a grasp on your productionDistributed tracing - get a grasp on your production
Distributed tracing - get a grasp on your production
 
Monitoring to the Nth tier: The state of distributed tracing in 2016
Monitoring to the Nth tier: The state of distributed tracing in 2016Monitoring to the Nth tier: The state of distributed tracing in 2016
Monitoring to the Nth tier: The state of distributed tracing in 2016
 
OpenStack
OpenStackOpenStack
OpenStack
 
node.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehne
node.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehnenode.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehne
node.js is made for IoT - node.hh 07/16, Hamburg by Michael Kuehne
 
Introduction to Filecoin
Introduction to Filecoin   Introduction to Filecoin
Introduction to Filecoin
 
Patterns for Asynchronous Microservices with NATS
Patterns for Asynchronous Microservices with NATSPatterns for Asynchronous Microservices with NATS
Patterns for Asynchronous Microservices with NATS
 
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
 
Presentation of CLIF open source project at OW2con'19, June 12-13, Paris.
Presentation of CLIF open source project at OW2con'19, June 12-13, Paris. Presentation of CLIF open source project at OW2con'19, June 12-13, Paris.
Presentation of CLIF open source project at OW2con'19, June 12-13, Paris.
 
Meetup6 microservices for the IoT
Meetup6 microservices for the IoTMeetup6 microservices for the IoT
Meetup6 microservices for the IoT
 
GitOps (& Flux) for Helm Users with Scott Rigby
GitOps (& Flux) for Helm Users with Scott RigbyGitOps (& Flux) for Helm Users with Scott Rigby
GitOps (& Flux) for Helm Users with Scott Rigby
 
FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)
FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)
FIWARE Wednesday Webinars - The Use of DDS Middleware in Robotics (Part 2)
 
Distributed Tracing
Distributed TracingDistributed Tracing
Distributed Tracing
 
Encode Club workshop slides
Encode Club workshop slidesEncode Club workshop slides
Encode Club workshop slides
 
OpenStack Journey in Tieto Elastic Cloud
OpenStack Journey in Tieto Elastic CloudOpenStack Journey in Tieto Elastic Cloud
OpenStack Journey in Tieto Elastic Cloud
 
Monitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxDataMonitor Kubernetes in Rancher using InfluxData
Monitor Kubernetes in Rancher using InfluxData
 

Similaire à Overview and Opentracing in theory by Gianluca Arbezzano

Running containers in production, the ING story
Running containers in production, the ING storyRunning containers in production, the ING story
Running containers in production, the ING storyThijs Ebbers
 
apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...
apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...
apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...apidays
 
Introducing the Open Container Project
Introducing the Open Container ProjectIntroducing the Open Container Project
Introducing the Open Container ProjectAndrew Kennedy
 
The what, why and how of knative
The what, why and how of knativeThe what, why and how of knative
The what, why and how of knativeMofizur Rahman
 
All Things Open SDN, NFV and Open Daylight
All Things Open SDN, NFV and Open Daylight All Things Open SDN, NFV and Open Daylight
All Things Open SDN, NFV and Open Daylight Mark Hinkle
 
CNCF Introduction - Feb 2018
CNCF Introduction - Feb 2018CNCF Introduction - Feb 2018
CNCF Introduction - Feb 2018Krishna-Kumar
 
Enabling application portability with the greatest of ease!
Enabling application portability with the greatest of ease!Enabling application portability with the greatest of ease!
Enabling application portability with the greatest of ease!Ken Owens
 
Deploying and Managing Global Blockchain Networks
Deploying and Managing Global Blockchain Networks Deploying and Managing Global Blockchain Networks
Deploying and Managing Global Blockchain Networks Duncan Johnston-Watt
 
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaS
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaSService Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaS
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaSSoftware Guru
 
Edge Computing: A Unified Infrastructure for all the Different Pieces
Edge Computing: A Unified Infrastructure for all the Different PiecesEdge Computing: A Unified Infrastructure for all the Different Pieces
Edge Computing: A Unified Infrastructure for all the Different PiecesCloudify Community
 
Cloudify your applications: microservices and beyond
Cloudify your applications: microservices and beyondCloudify your applications: microservices and beyond
Cloudify your applications: microservices and beyondUgo Landini
 
Modernizing Application Deployments with HashiCorp Consul on Microsoft Azure
Modernizing Application Deployments with HashiCorp Consul on Microsoft AzureModernizing Application Deployments with HashiCorp Consul on Microsoft Azure
Modernizing Application Deployments with HashiCorp Consul on Microsoft AzureMitchell Pronschinske
 
Red hat's updates on the cloud & infrastructure strategy
Red hat's updates on the cloud & infrastructure strategyRed hat's updates on the cloud & infrastructure strategy
Red hat's updates on the cloud & infrastructure strategyOrgad Kimchi
 
OpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaS
OpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaSOpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaS
OpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaSDaniel Krook
 
OpenStack and Kubernetes - A match made for Telco Heaven
OpenStack and Kubernetes - A match made for Telco HeavenOpenStack and Kubernetes - A match made for Telco Heaven
OpenStack and Kubernetes - A match made for Telco HeavenTrinath Somanchi
 
Microservices Architecture, Monolith Migration Patterns
Microservices Architecture, Monolith Migration PatternsMicroservices Architecture, Monolith Migration Patterns
Microservices Architecture, Monolith Migration PatternsAraf Karsh Hamid
 
WRNP18 - Software Defined Infrastructures: Multi-Domain Orchestration
WRNP18 - Software Defined Infrastructures: Multi-Domain OrchestrationWRNP18 - Software Defined Infrastructures: Multi-Domain Orchestration
WRNP18 - Software Defined Infrastructures: Multi-Domain OrchestrationChristian Esteve Rothenberg
 
3.cncf meetup / techfoce vol.7
3.cncf meetup / techfoce vol.73.cncf meetup / techfoce vol.7
3.cncf meetup / techfoce vol.7Juraj Hantak
 
OSCON 2013 - The Hitchiker’s Guide to Open Source Cloud Computing
OSCON 2013 - The Hitchiker’s Guide to Open Source Cloud ComputingOSCON 2013 - The Hitchiker’s Guide to Open Source Cloud Computing
OSCON 2013 - The Hitchiker’s Guide to Open Source Cloud ComputingMark Hinkle
 

Similaire à Overview and Opentracing in theory by Gianluca Arbezzano (20)

Running containers in production, the ING story
Running containers in production, the ING storyRunning containers in production, the ING story
Running containers in production, the ING story
 
apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...
apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...
apidays LIVE Australia 2020 - Move to the next generation API ecosystem by lo...
 
Introducing the Open Container Project
Introducing the Open Container ProjectIntroducing the Open Container Project
Introducing the Open Container Project
 
The what, why and how of knative
The what, why and how of knativeThe what, why and how of knative
The what, why and how of knative
 
All Things Open SDN, NFV and Open Daylight
All Things Open SDN, NFV and Open Daylight All Things Open SDN, NFV and Open Daylight
All Things Open SDN, NFV and Open Daylight
 
CNCF Introduction - Feb 2018
CNCF Introduction - Feb 2018CNCF Introduction - Feb 2018
CNCF Introduction - Feb 2018
 
Enabling application portability with the greatest of ease!
Enabling application portability with the greatest of ease!Enabling application portability with the greatest of ease!
Enabling application portability with the greatest of ease!
 
Deploying and Managing Global Blockchain Networks
Deploying and Managing Global Blockchain Networks Deploying and Managing Global Blockchain Networks
Deploying and Managing Global Blockchain Networks
 
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaS
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaSService Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaS
Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaaS
 
Edge Computing: A Unified Infrastructure for all the Different Pieces
Edge Computing: A Unified Infrastructure for all the Different PiecesEdge Computing: A Unified Infrastructure for all the Different Pieces
Edge Computing: A Unified Infrastructure for all the Different Pieces
 
Cloudify your applications: microservices and beyond
Cloudify your applications: microservices and beyondCloudify your applications: microservices and beyond
Cloudify your applications: microservices and beyond
 
Modernizing Application Deployments with HashiCorp Consul on Microsoft Azure
Modernizing Application Deployments with HashiCorp Consul on Microsoft AzureModernizing Application Deployments with HashiCorp Consul on Microsoft Azure
Modernizing Application Deployments with HashiCorp Consul on Microsoft Azure
 
Red hat's updates on the cloud & infrastructure strategy
Red hat's updates on the cloud & infrastructure strategyRed hat's updates on the cloud & infrastructure strategy
Red hat's updates on the cloud & infrastructure strategy
 
OpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaS
OpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaSOpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaS
OpenStack and Cloud Foundry - Pair the leading open source IaaS and PaaS
 
Cloud to Edge
Cloud to EdgeCloud to Edge
Cloud to Edge
 
OpenStack and Kubernetes - A match made for Telco Heaven
OpenStack and Kubernetes - A match made for Telco HeavenOpenStack and Kubernetes - A match made for Telco Heaven
OpenStack and Kubernetes - A match made for Telco Heaven
 
Microservices Architecture, Monolith Migration Patterns
Microservices Architecture, Monolith Migration PatternsMicroservices Architecture, Monolith Migration Patterns
Microservices Architecture, Monolith Migration Patterns
 
WRNP18 - Software Defined Infrastructures: Multi-Domain Orchestration
WRNP18 - Software Defined Infrastructures: Multi-Domain OrchestrationWRNP18 - Software Defined Infrastructures: Multi-Domain Orchestration
WRNP18 - Software Defined Infrastructures: Multi-Domain Orchestration
 
3.cncf meetup / techfoce vol.7
3.cncf meetup / techfoce vol.73.cncf meetup / techfoce vol.7
3.cncf meetup / techfoce vol.7
 
OSCON 2013 - The Hitchiker’s Guide to Open Source Cloud Computing
OSCON 2013 - The Hitchiker’s Guide to Open Source Cloud ComputingOSCON 2013 - The Hitchiker’s Guide to Open Source Cloud Computing
OSCON 2013 - The Hitchiker’s Guide to Open Source Cloud Computing
 

Plus de Gianluca Arbezzano

OSDC 2018 - Distributed monitoring
OSDC 2018 - Distributed monitoringOSDC 2018 - Distributed monitoring
OSDC 2018 - Distributed monitoringGianluca Arbezzano
 
Value of your metrics: goodbye monitoring, welcome observability
Value of your metrics: goodbye monitoring, welcome observabilityValue of your metrics: goodbye monitoring, welcome observability
Value of your metrics: goodbye monitoring, welcome observabilityGianluca Arbezzano
 
Orbiter and how to extend Docker Swarm
Orbiter and how to extend Docker SwarmOrbiter and how to extend Docker Swarm
Orbiter and how to extend Docker SwarmGianluca Arbezzano
 
Security Tips to run Docker in Production
Security Tips to run Docker in ProductionSecurity Tips to run Docker in Production
Security Tips to run Docker in ProductionGianluca Arbezzano
 
Jenkins in the real world - DevOpsCon 2017
Jenkins in the real world - DevOpsCon 2017Jenkins in the real world - DevOpsCon 2017
Jenkins in the real world - DevOpsCon 2017Gianluca Arbezzano
 
Tick Stack - Listen your infrastructure and please sleep
Tick Stack - Listen your infrastructure and please sleepTick Stack - Listen your infrastructure and please sleep
Tick Stack - Listen your infrastructure and please sleepGianluca Arbezzano
 
Docker Novosibirsk Meetup #3 - Docker in Production
Docker Novosibirsk Meetup #3 - Docker in ProductionDocker Novosibirsk Meetup #3 - Docker in Production
Docker Novosibirsk Meetup #3 - Docker in ProductionGianluca Arbezzano
 
DockerDublin Meetup - News about Docker 1.13
DockerDublin Meetup -  News about Docker 1.13DockerDublin Meetup -  News about Docker 1.13
DockerDublin Meetup - News about Docker 1.13Gianluca Arbezzano
 
Time Series Database and Tick Stack
Time Series Database and Tick StackTime Series Database and Tick Stack
Time Series Database and Tick StackGianluca Arbezzano
 
Queue System and Zend\Queue implementation
Queue System and Zend\Queue implementationQueue System and Zend\Queue implementation
Queue System and Zend\Queue implementationGianluca Arbezzano
 
ZfDayIt 2014 - There is a module for everything
ZfDayIt 2014 - There is a module for everythingZfDayIt 2014 - There is a module for everything
ZfDayIt 2014 - There is a module for everythingGianluca Arbezzano
 

Plus de Gianluca Arbezzano (15)

Kubernetes debug like a pro
Kubernetes debug like a proKubernetes debug like a pro
Kubernetes debug like a pro
 
OSDC 2018 - Distributed monitoring
OSDC 2018 - Distributed monitoringOSDC 2018 - Distributed monitoring
OSDC 2018 - Distributed monitoring
 
Value of your metrics: goodbye monitoring, welcome observability
Value of your metrics: goodbye monitoring, welcome observabilityValue of your metrics: goodbye monitoring, welcome observability
Value of your metrics: goodbye monitoring, welcome observability
 
Orbiter and how to extend Docker Swarm
Orbiter and how to extend Docker SwarmOrbiter and how to extend Docker Swarm
Orbiter and how to extend Docker Swarm
 
Security Tips to run Docker in Production
Security Tips to run Docker in ProductionSecurity Tips to run Docker in Production
Security Tips to run Docker in Production
 
Jenkins in the real world - DevOpsCon 2017
Jenkins in the real world - DevOpsCon 2017Jenkins in the real world - DevOpsCon 2017
Jenkins in the real world - DevOpsCon 2017
 
Tick Stack - Listen your infrastructure and please sleep
Tick Stack - Listen your infrastructure and please sleepTick Stack - Listen your infrastructure and please sleep
Tick Stack - Listen your infrastructure and please sleep
 
Docker Novosibirsk Meetup #3 - Docker in Production
Docker Novosibirsk Meetup #3 - Docker in ProductionDocker Novosibirsk Meetup #3 - Docker in Production
Docker Novosibirsk Meetup #3 - Docker in Production
 
DockerDublin Meetup - News about Docker 1.13
DockerDublin Meetup -  News about Docker 1.13DockerDublin Meetup -  News about Docker 1.13
DockerDublin Meetup - News about Docker 1.13
 
Docker 1.12 and SwarmKit
Docker 1.12 and SwarmKitDocker 1.12 and SwarmKit
Docker 1.12 and SwarmKit
 
Time Series Database and Tick Stack
Time Series Database and Tick StackTime Series Database and Tick Stack
Time Series Database and Tick Stack
 
Queue System and Zend\Queue implementation
Queue System and Zend\Queue implementationQueue System and Zend\Queue implementation
Queue System and Zend\Queue implementation
 
ZfDayIt 2014 - There is a module for everything
ZfDayIt 2014 - There is a module for everythingZfDayIt 2014 - There is a module for everything
ZfDayIt 2014 - There is a module for everything
 
Vagrant - PugMI
Vagrant - PugMIVagrant - PugMI
Vagrant - PugMI
 
Silex, iniziamo
Silex, iniziamoSilex, iniziamo
Silex, iniziamo
 

Dernier

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
[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
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
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
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdfChristopherTHyatt
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
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
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
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
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 

Dernier (20)

04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
[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
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
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
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
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
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
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...
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 

Overview and Opentracing in theory by Gianluca Arbezzano

  • 1. CNCF Italy Gianluca Arbezzano, CNCF Ambassador Site Reliability Engineer at InfluxData @gianarb This presentation is available on Meetup.com/CNCF-Italy 1
  • 2. Cloud Native Computing Foundation • Non-profit, part of the Linux Foundation – Founded December 2015 • Current projects: • Platinum members: Kubernetes Prometheus OpenTracing Fluentd Linkerd gRPC CoreDNS containerd rkt CNI
  • 3. Today the Linux Foundation is much more than Linux We are helping global privacy and security through a program to encrypt the entire internet. Security Networking We are creating ecosystems around networking to improve agility in the evolving software-defined datacenter. Cloud We are creating a portability layer for the cloud, driving de facto standards and developing the orchestration layer for all clouds. Automotive We are creating the platform for infotainment in the auto industry that can be expanded into instrument clusters and telematics systems. Blockchain We are creating a permanent, secure distributed ledger that makes it easier to create cost-efficient, decentralized business networks. We are regularly adding projects; for the most up-to-date listing of all projects visit tlfprojects.org 3 Web We are providing the application development framework for next generation web, mobile, serverless, and IoT applications.
  • 4. Containers Cloud Native Cloud Native: CNCF (Founded 2015) •Cloud native computing uses an open source software stack to: – segment applications into microservices, – packaging each part into its own container – and dynamically orchestrating those containers to optimize resource utilization Open Source IaaS PaaS Open Source PaaS Virtualiza- tion 2000 2001 2006 2009 2010 2011 Non- Virtualized Hardware 2013 2015 IaaS 4
  • 6. Container packaged applications achieve dev/prod parity, foster code and component reuse and simplify operations 6 Isolation
  • 7. No Lock-in Open source software stack enables deployment on any public or private cloud (or in combinations) 7
  • 8. Unlimited Scalability Optimized for modern distributed systems environments capable of scaling to tens of thousands of self healing multi-tenant nodes (e.g., Google starts 2 billion containers per week) 8
  • 9. Agility and Maintainability Are increased by splitting applications into microservices with explicitly described dependencies 9
  • 10. Improved Efficiency and Resource Utilization Via a central orchestrating process that dynamically manages and schedules microservices. This reduces the costs associated with maintenance and operations. 10
  • 11. Resiliency To failures of individual containers, machines, and even data centers and to varying levels of demand 11
  • 15.
  • 16. © 2017 InfluxData. All rights reserved.16 Typical problems with logs ¨ Which library do I need to use? ¨ Every library has a different format ¨ Every languages exposes a different format
  • 17. © 2017 InfluxData. All rights reserved.17 Tracing is not something new ¨ There are vendors ¨ Every vendor has their own format
  • 18. © 2017 InfluxData. All rights reserved.18 Every ten years, history repeats itself but now ¨ Microservices ¨ Polyglot architecture ¨ A different distribution
  • 19. How do you “tell stories” about concurrent systems?
  • 20. Where does tracing code live? OSS and commercial / in-house instrumentation Tracer SDKs / clients Tracing backends and UIs
  • 21. © 2017 InfluxData. All rights reserved.21 log log log log log log Parent Span Span Context / Baggage Child Child Child Span ¨ Spans - Basic unit of timing and causality. Can be tagged with key/value pairs. ¨ Logs - Structured data recorded on a span. ¨ Span Context - serializable format for linking spans across network boundaries. Carries baggage, such as a request and client IDs. ¨ Tracers - Anything that plugs into the OpenTracing API to record information. ¨ ZipKin, Jaeger, LightStep, others ¨ Also metrics (Prometheus) and logging
  • 22. © 2017 InfluxData. All rights reserved.22 OpenTracing API application logic µ-service frameworks Lambda functions RPC & control-flow frameworks existing instrumentation tracing infrastructure main() I N S T A N A J a e g e r microservice process
  • 23. © 2017 InfluxData. All rights reserved.23 1.5 year old! Tracer implementations: Zipkin, Jaeger, LightStep, SkyWalking, others All sorts of companies use OpenTracing:
  • 24. © 2017 InfluxData. All rights reserved.24 Rapidly growing OSS and vendor adoption JDBIJava Webservlet Jaxr
  • 25. © 2017 InfluxData. All rights reserved.25 Some use cases ¨ Microservices ¨ Cache vs. Cache Miss ¨ Parallel vs Sequentially ¨ Queue system
  • 26. © 2017 InfluxData. All rights reserved.26 Netflix - https://youtu.be/Q4nniyAarbs?t=31m58s PS I don’t know if it’s using OpenTracing (probably not) but it’s a nice visualisation.
  • 27. © 2017 InfluxData. All rights reserved.27
  • 28. © 2017 InfluxData. All rights reserved.28 Enterprise Edition Telegraf Kapacitor InfluxDB Chronograf InfluxDB and OpenTracing?!
  • 29. © 2017 InfluxData. All rights reserved.29 InfluxDB and OpenTracing?! Implement a comfortable solution to store and quickly manipulate all your traces.
  • 30. © 2017 InfluxData. All rights reserved.30 Telegraf plugin to forward traces from Zipkin to InfluxDB
  • 31. © 2017 InfluxData. All rights reserved.31 Zipkin native InfluxDB storage
  • 32. 32 Please follow up with Gianluca Arbezzano gianluca@influxdb.com @gianarb on Twitter