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Peloton Cycle: Streaming Live
Spin Classes to Thousands
with Loggly & AWS
Today’s Speakers
Juan Villa
Partner Solutions Architect
AWS
Manoj Chaudhary
CTO & Vice President, Engineering
Loggly
Bryan Tinsley
Manager, Site Reliability Engineering
Peloton Cycle
DevOps on the AWS Cloud
Juan Villa, Partner SolutionsArchitect,AWS
Traditional Development Models are Obsolete
 Business is increasingly software-driven
 End-users expect both continuous improvement and stability from
applications
 IT needs to be able to provision infrastructure as rapidly as developers
demand it
 An organization’s pace of innovation is largely constrained by their
ability to develop applications
DevOps at a Glance
Developers Customers
releasetestbuild
plan monitor
Delivery Pipeline
Feedback loop
 DevOps = efficiencies and techniques that speed up this lifecycle
Very Important!
Increase
 Business agility
 Application stability
 Ability to meet customer
demand
 Time spent on innovation
 Security
Decrease
 Length of development cycles
 Time to market
 Deployment failures and
rollbacks
 Time to recover upon failure
 Operational overhead
DevOps Can Help
DevOps practices enable companies to innovate at a higher velocity
for customers
Infrastructure
as Code
Microservices Logging and
Monitoring
Continuous Integration/
Continuous Delivery
DevOps on AWS
AWS provides on-demand infrastructure resources and tooling built to
enable common DevOps practices
 Provision the server, storage, and networking capacity you
need on demand
 Deploy independently, as a single service, or a group of
services
 Make configuration changes repeatable and standardized
 Build custom templates to provision resources in a controlled
and predictable way
 Use version control to keep track of all changes made to your
infrastructure and application stack
Infrastructure as Code
Replace traditional infrastructure provisioning and management with
code-based techniques
 Build services around the business capabilities you require
 Scale up and down as required with virtually no notice
 Make configuration code changes repeatable and
standardized
 API-driven model enables management of infrastructure
with language typically used in application code
 Free developers from manually configuring operating
systems, system applications, and server software
Microservices
Build applications as a set of small services that communicates with other
services through APIs
 Model and visualize your own custom release workflow
 Automate deployments of new code
 Improve developer productivity and deliver updates faster
 Find and address bugs quicker with more frequent and
comprehensive testing
 Store anything from source code to binaries using existing
Git tools
Continuous Integration and Continuous Delivery
Rapidly and reliably build, test, and deploy your applications, while
improving quality and reducing time to market.
 Maintain visibility and auditability of activity in your
application infrastructure
 Assess how application and infrastructure performance
impact end-user experience
 Gain insight into the root causes of problems or
unexpected changes
 Support services that must be available 24/7 as a result of
continuous integration/ continuous delivery
 Create alerts based on thresholds you define
Logging and Monitoring
Capture, categorize, and analyze data and logs generated by applications
and infrastructure
Get started quickly
and pay as you go
Automate systems
operations
Scale without
infrastructure constraints
Improve visibility
and security
Leverage fully
managed services
Benefits of DevOps on AWS
Loggly
Manoj Chaudhary, CTO & Vice President of Engineering, Loggly
Cloud-based log
management
Loggly at a Glance
Founded in 2009 Based in
San Francisco
10,000+ customers
Startups to Fortune 500
Advanced
Technology Partner
 If you have technology you have log data.
 Log volumed has exploded and is growing at
increasing speed.
– Microservices
– Cloud Computing
– Enterprise networking
– Internet of Things
– Datacenter IT
– Marketing Automation
What Drives Us
Everything logs
– Infotainment
– Gaming
– Connected cars
– Fitness Monitoring
– Industry 4.0
– Consumer Networking
The way we make complex
systems understandable is by
making it ridiculously easy to
reveal the hidden stories in
your log data.
Loggly Architecture: A High-level View
Ingest Process Index
Search and
other
services
Processing pod
Indexing cluster
Let’s Look Under the Covers of Simplicity
Amazon
Route 53
Collector Kafka broker
Mapping,
parsing, and
analysis
Indexer
Ingestion pod Indexing pod
S3 ingestion
Services on processing pod
Services on indexing
Index
management
Amazon S3 &
AWS CloudTrail
Amazon
RDS MySQL
S3 archiving
Amazon S3
Kafka broker
Search and
analytics
engine









Peloton Cycle
Bryan Tinsley, Manager, Site Reliability Engineering
Meet Peloton
 Delivers live and on-demand studio cycling classes to thousands of
riders, daily
 Streamed 3,000 hours of live video in the past 2 years and we have
more than 4,000 classes available to take on-demand
 In the year 2016:
219 31.6M 1.4B
The Challenge: Optimizing a Customer Experience
Built on Real-time Data
Video streaming to
over 2,000 concurrent
members
Each member’s
personal metrics
updated every 1 second
Real-time access to
leaderboards and
complete ride history
17 billion API calls
per day!
Using AWS to Run Full Stack At Scale
Why Did Peloton Choose AWS?
“Born in the Cloud”
From its inception, the founders
decided against investing in hardware
Complex data processing
requirements
AWS provides the flexibility and
scalability to manage large
volumes of data being produced
in real-time
SRE Team Mission
Provide tooling, knowledge and
insight that allows engineers to run
applications in production more
easily and reliably
Observability is King!
Observability Results In
 Better customer experience
 Faster innovation
 Shorter MTTR
Observability at Peloton
 Log everything!
 A reality check on metrics
 Spot the outliers
 Trace individual sessions via UUID
Use Case: Separate Systemic Issues From One-Offs
▪ Slack/PagerDuty alert from
Datadog
▪ Troubleshooting dashboard
from Loggly
Use Case: Log Delivery to Slack in Real Time
Use Case: Proactive Monitoring
▪ Stuff we never want to see in logs
– OOM Killer
– Too many open files
– Filesystem error
▪ Application-specific events
– Are jobs taking too long to process
– Is a queue not being processed
Use Case: Speed Up Innovation
 Loggly helps us put stuff into production
faster – this went sideways, let’s roll back,
figure out what the logs tell us, move
ahead – testing and understanding a
good feature set
 Dig into stress testing
Why Loggly?
Ease of integration via syslog Feature set –
is this useful to us?
Price
Benefits
▪ Loggly provides insight to “breakage” that was not observable before
▪ Peloton hosts live classes from 250 to 2,000+ people at a time without
a delay in performance
▪ Identifies root cause of issues
– Helps differentiate one-off issues from systematic ones
▪ Engineers across the organization have visibility into the IT
infrastructure – removed need for operations
▪ Understanding logging patterns enables engineers to build and release
features faster
Q & A
For more information please visit: https://www.loggly.com/aws-devops/
Start a free trial: https://www.loggly.com/aws-trial

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Peloton Cycle Streaming Live Spin Classes to Thousands with Loggly & AWS

  • 1. Peloton Cycle: Streaming Live Spin Classes to Thousands with Loggly & AWS
  • 2. Today’s Speakers Juan Villa Partner Solutions Architect AWS Manoj Chaudhary CTO & Vice President, Engineering Loggly Bryan Tinsley Manager, Site Reliability Engineering Peloton Cycle
  • 3. DevOps on the AWS Cloud Juan Villa, Partner SolutionsArchitect,AWS
  • 4. Traditional Development Models are Obsolete  Business is increasingly software-driven  End-users expect both continuous improvement and stability from applications  IT needs to be able to provision infrastructure as rapidly as developers demand it  An organization’s pace of innovation is largely constrained by their ability to develop applications
  • 5. DevOps at a Glance Developers Customers releasetestbuild plan monitor Delivery Pipeline Feedback loop  DevOps = efficiencies and techniques that speed up this lifecycle Very Important!
  • 6. Increase  Business agility  Application stability  Ability to meet customer demand  Time spent on innovation  Security Decrease  Length of development cycles  Time to market  Deployment failures and rollbacks  Time to recover upon failure  Operational overhead DevOps Can Help DevOps practices enable companies to innovate at a higher velocity for customers
  • 7. Infrastructure as Code Microservices Logging and Monitoring Continuous Integration/ Continuous Delivery DevOps on AWS AWS provides on-demand infrastructure resources and tooling built to enable common DevOps practices
  • 8.  Provision the server, storage, and networking capacity you need on demand  Deploy independently, as a single service, or a group of services  Make configuration changes repeatable and standardized  Build custom templates to provision resources in a controlled and predictable way  Use version control to keep track of all changes made to your infrastructure and application stack Infrastructure as Code Replace traditional infrastructure provisioning and management with code-based techniques
  • 9.  Build services around the business capabilities you require  Scale up and down as required with virtually no notice  Make configuration code changes repeatable and standardized  API-driven model enables management of infrastructure with language typically used in application code  Free developers from manually configuring operating systems, system applications, and server software Microservices Build applications as a set of small services that communicates with other services through APIs
  • 10.  Model and visualize your own custom release workflow  Automate deployments of new code  Improve developer productivity and deliver updates faster  Find and address bugs quicker with more frequent and comprehensive testing  Store anything from source code to binaries using existing Git tools Continuous Integration and Continuous Delivery Rapidly and reliably build, test, and deploy your applications, while improving quality and reducing time to market.
  • 11.  Maintain visibility and auditability of activity in your application infrastructure  Assess how application and infrastructure performance impact end-user experience  Gain insight into the root causes of problems or unexpected changes  Support services that must be available 24/7 as a result of continuous integration/ continuous delivery  Create alerts based on thresholds you define Logging and Monitoring Capture, categorize, and analyze data and logs generated by applications and infrastructure
  • 12. Get started quickly and pay as you go Automate systems operations Scale without infrastructure constraints Improve visibility and security Leverage fully managed services Benefits of DevOps on AWS
  • 13. Loggly Manoj Chaudhary, CTO & Vice President of Engineering, Loggly
  • 14. Cloud-based log management Loggly at a Glance Founded in 2009 Based in San Francisco 10,000+ customers Startups to Fortune 500 Advanced Technology Partner
  • 15.
  • 16.  If you have technology you have log data.  Log volumed has exploded and is growing at increasing speed. – Microservices – Cloud Computing – Enterprise networking – Internet of Things – Datacenter IT – Marketing Automation What Drives Us Everything logs – Infotainment – Gaming – Connected cars – Fitness Monitoring – Industry 4.0 – Consumer Networking
  • 17. The way we make complex systems understandable is by making it ridiculously easy to reveal the hidden stories in your log data.
  • 18. Loggly Architecture: A High-level View Ingest Process Index Search and other services
  • 19. Processing pod Indexing cluster Let’s Look Under the Covers of Simplicity Amazon Route 53 Collector Kafka broker Mapping, parsing, and analysis Indexer Ingestion pod Indexing pod S3 ingestion Services on processing pod Services on indexing Index management Amazon S3 & AWS CloudTrail Amazon RDS MySQL S3 archiving Amazon S3 Kafka broker Search and analytics engine         
  • 20. Peloton Cycle Bryan Tinsley, Manager, Site Reliability Engineering
  • 21. Meet Peloton  Delivers live and on-demand studio cycling classes to thousands of riders, daily  Streamed 3,000 hours of live video in the past 2 years and we have more than 4,000 classes available to take on-demand  In the year 2016: 219 31.6M 1.4B
  • 22. The Challenge: Optimizing a Customer Experience Built on Real-time Data Video streaming to over 2,000 concurrent members Each member’s personal metrics updated every 1 second Real-time access to leaderboards and complete ride history 17 billion API calls per day!
  • 23. Using AWS to Run Full Stack At Scale
  • 24. Why Did Peloton Choose AWS? “Born in the Cloud” From its inception, the founders decided against investing in hardware Complex data processing requirements AWS provides the flexibility and scalability to manage large volumes of data being produced in real-time
  • 25. SRE Team Mission Provide tooling, knowledge and insight that allows engineers to run applications in production more easily and reliably Observability is King!
  • 26. Observability Results In  Better customer experience  Faster innovation  Shorter MTTR
  • 27. Observability at Peloton  Log everything!  A reality check on metrics  Spot the outliers  Trace individual sessions via UUID
  • 28. Use Case: Separate Systemic Issues From One-Offs ▪ Slack/PagerDuty alert from Datadog ▪ Troubleshooting dashboard from Loggly
  • 29. Use Case: Log Delivery to Slack in Real Time
  • 30. Use Case: Proactive Monitoring ▪ Stuff we never want to see in logs – OOM Killer – Too many open files – Filesystem error ▪ Application-specific events – Are jobs taking too long to process – Is a queue not being processed
  • 31. Use Case: Speed Up Innovation  Loggly helps us put stuff into production faster – this went sideways, let’s roll back, figure out what the logs tell us, move ahead – testing and understanding a good feature set  Dig into stress testing
  • 32. Why Loggly? Ease of integration via syslog Feature set – is this useful to us? Price
  • 33. Benefits ▪ Loggly provides insight to “breakage” that was not observable before ▪ Peloton hosts live classes from 250 to 2,000+ people at a time without a delay in performance ▪ Identifies root cause of issues – Helps differentiate one-off issues from systematic ones ▪ Engineers across the organization have visibility into the IT infrastructure – removed need for operations ▪ Understanding logging patterns enables engineers to build and release features faster
  • 34. Q & A For more information please visit: https://www.loggly.com/aws-devops/ Start a free trial: https://www.loggly.com/aws-trial