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Eugen Istrati, Technology Partner
eugen@mitocgroup.com
www.mitocgroup.com
© 2015, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Eugen Istrati, Partner @ Mitoc Group
Microservic...
Web Applications Challenges
Note: Credits and thanks are listed at the end of the presentation
…
…
…
Average cost of downtime
• $500K - $1M / hour (IDC, Dec 2014)
• $140K - $540K / hour (Garner, July 2014)
• $474K / hour (P...
Digital Enterprise End-to-end Platform
About
Eugen Istrati
• eugen@mitocgroup.com
• Partner @ Mitoc Group Inc
• 15+ years in IT; 7+ years on AWS
• AWS Certified ...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Demo: todo.deep.mg
• Inspired from open source
• www.todomvc.com
• Go to the GitHub repository
• github.com/MitocGroup/dee...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
Web Apps Hosting / Reference Architecture
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
ww...
AWS re:Invent 2014
Note: Credits and thanks are listed at the end of the presentation
AWS Summit NY 2015
Note: Credits and thanks are listed at the end of the presentation
Web Apps Hosting … Reinvented
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
www.example.co...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
What does “serverless” mean?
Not involving a server; composed only of clients.
http://www.wordsense.eu/serverless
Serverle...
Serverless vs. Reference
Availability Zone A Availability Zone B
Auto Scaling Group
Auto Scaling Group
www.example.com
sta...
Serverless Architecture – Web Tier
S3 bucket
CloudFront
distribution
Web Tier
Cognito
Identity
CloudFront
logs
www.example...
Serverless Architecture – Web Tier
S3 bucket
CloudFront
distribution
Web Tier
Cognito
Identity
CloudFront
logs
www.example...
Serverless Architecture – Web Tier
S3 bucket
CloudFront
distribution
Web Tier
Cognito
Identity
CloudFront
logs
www.example...
Serverless Architecture – Web Tier
S3 bucket
CloudFront
distribution
Web Tier
Cognito
Identity
CloudFront
logs
www.example...
Serverless Architecture – App Tier
Cognito
Identity
SQS
Lambda
API Gateway
App Tier
Availability Zone A Availability Zone ...
Cognito
Identity
SQS
Lambda
API Gateway
App Tier
• Accelerated Backend
• Write node.js functions and load
into Lambda
• Po...
• Accelerated Backend
• Write node.js functions and load
into Lambda
• Power up Lambda with RESTful
endpoints on API Gatew...
Availability Zone A Availability Zone B
Serverless Architecture – DB Tier
DB Tier
SQS DynamoDB
RDS Aurora
DB Tier
SQS DynamoDB
RDS Aurora
Serverless Architecture – DB Tier
• First choice – DynamoDB + SQS
• Schema-free
• Scale on...
Serverless Architecture – DB Tier
• First choice – DynamoDB + SQS
• Schema-free
• Scale only reads and writes
• Completely...
Serverless Architecture – DB Tier
• First choice – DynamoDB + SQS
• Schema-free
• Scale only reads and writes
• Completely...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Demo: Setup Serverless AWS
1. Security
- Create IAM roles
2. Front-end
- Create S3 bucket
- Enable static website hosting
...
Lessons Learned
• Serverless approach is challengingly awesome
• Frontend is restricted to JS (and JS Frameworks)
• Backen...
Lessons Learned
• Serverless approach is challengingly awesome
• Frontend is restricted to JS (and JS Frameworks)
• Backen...
Lessons Learned
• Serverless approach is challengingly awesome
• Frontend is restricted to JS (and JS Frameworks)
• Backen...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Google Trends: Microservices
What does “microservices” mean?
In computing, microservices is a software
architecture style in which complex applications...
Microservices Architecture
Keynote GOTO Conference: Microservices by Martin Fowler -
https://www.youtube.com/watch?v=wgdBV...
Speeding Up Digital Platforms on AWS
Deploy in weeks
Live for years
Deploy in minutes
Live for weeks
Deploy in seconds
Liv...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Powered by AWS Lambda
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Tips and Tricks
• AWS Lambda is continuously evolving
• Set up alarms for all 4 Lambda metrics in Amazon CloudWatch
• Avoi...
Tips and Tricks
• AWS Lambda is continuously evolving
• Set up alarms for all 4 Lambda metrics in Amazon CloudWatch
• Avoi...
Evolution from Monolithic Approach …
applicationsdevelopers
Build Test Release
development cycle
… to Microservices Architecture
applicationsdevelopers
Build Test Release
development cycle
Build Test Release
Build Test ...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Demo: todo.deep.mg
• Inspired from open source
• www.todomvc.com
• Go to the GitHub repository
• github.com/MitocGroup/dee...
DEEP Framework
https://github.com/MitocGroup/deep-framework
“DEEP Framework is a serverless web framework, core
component ...
Agenda
• Web Apps Hosting on AWS
• Reference Architecture
• Serverless Architecture
• Demo: Setup Serverless AWS
• Microse...
Q&A + Next Steps
github.com/MitocGroup medium.com/@MitocGroup
beta@deep.mg
www.deep.mg
Thanks:
Olga from Generator Hub Mol...
Credits and Thanks
• Slide 3: Digital Platforms Challenges
• http://www.buzzfeed.com/daozers/what-its-like-to-work-on-buzz...
Prochain SlideShare
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Microservices Architecture for Web Applications using Amazon AWS Cloud

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Large Web Applications are by nature resource intensive, expensive to customize, and difficult to manage at scale. What if we can change this perception and help developers architect a web application that is high performance and low cost, high security and low maintenance? This talk will focus on 3 key topics: 1) serverless infrastructure, 2) microservices architecture and 3) hands-on demos. We will describe a serverless solution and propose a scalable architecture that will help Generator Hub community to adopt cloud-native approach without huge efforts or expensive resources allocation.

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Microservices Architecture for Web Applications using Amazon AWS Cloud

  1. 1. https://www.facebook.com/events/227397820928284 Eugen Istrati, Technology Partner eugen@mitocgroup.com www.mitocgroup.com
  2. 2. © 2015, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Eugen Istrati, Partner @ Mitoc Group Microservices Architecture for Digital Platforms with AWS Lambda, Amazon CloudFront, and Amazon DynamoDB eugen@mitocgroup.com October 2015 ARC201
  3. 3. Web Applications Challenges Note: Credits and thanks are listed at the end of the presentation … … …
  4. 4. Average cost of downtime • $500K - $1M / hour (IDC, Dec 2014) • $140K - $540K / hour (Garner, July 2014) • $474K / hour (Ponemon Inst., Dec 2013) Most commonly reported consequences • Damage to reputation (38%) • Increase in customer churn (37%) • Damage to credit rating (28%) • Increase to insurance premiums (26%) Web Applications Challenges 27% 60% 13% Outage Degradation No impact 0% 20% 40% 60% 80% Impact of DoS/DDoS Attack Note: Credits and thanks are listed at the end of the presentation
  5. 5. Digital Enterprise End-to-end Platform
  6. 6. About Eugen Istrati • eugen@mitocgroup.com • Partner @ Mitoc Group Inc • 15+ years in IT; 7+ years on AWS • AWS Certified Solutions Architect (re-certified at re:Invent 2015) • Companies: Hearst, Amazon, GrubHub, Tenaris (Europe) Mitoc Group Inc • www.mitocgroup.com • Web Development Studio • AWS Technology Partner • Focusing on enterprise applications and platforms • Working with customers from media and entertainment industry
  7. 7. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  8. 8. Demo: todo.deep.mg • Inspired from open source • www.todomvc.com • Go to the GitHub repository • github.com/MitocGroup/deep -microservices-todo-app • Follow the steps from Getting Started to build and deploy • todo.deep.com
  9. 9. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  10. 10. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes
  11. 11. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks
  12. 12. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity
  13. 13. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity • Requires DevOps with experience
  14. 14. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity • Requires DevOps with experience • Flexible choice of technology
  15. 15. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity • Requires DevOps with experience • Flexible choice of technology • Requires devs with rich skill set
  16. 16. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity • Requires DevOps with experience • Flexible choice of technology • Requires devs with rich skill set • Cost-effective
  17. 17. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity • Requires DevOps with experience • Flexible choice of technology • Requires devs with rich skill set • Cost-effective • Over-provisioning and over-paying
  18. 18. Web Apps Hosting / Reference Architecture Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers • Scales in minutes • Huge challenge for breaking news, viral content, or attacks • Reduced operational complexity • Requires DevOps with experience • Flexible choice of technology • Requires devs with rich skill set • Cost-effective • Over-provisioning and over-paying
  19. 19. AWS re:Invent 2014 Note: Credits and thanks are listed at the end of the presentation
  20. 20. AWS Summit NY 2015 Note: Credits and thanks are listed at the end of the presentation
  21. 21. Web Apps Hosting … Reinvented Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers S3 bucket CloudFront distribution Web Tier Cognito Identity DB Tier SQS DynamoDB LambdaCloudFront logs API Gateway www.example.com static.example.com App Tier AWS Region RDS Aurora
  22. 22. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  23. 23. What does “serverless” mean? Not involving a server; composed only of clients. http://www.wordsense.eu/serverless Serverless doesn’t mean servers are no longer involved. It simply means that developers no longer have to think "that much" about them. Computing resources get used as services without having to manage around physical capacities or limits. https://www.quora.com/What-is-Serverless-Computing
  24. 24. Serverless vs. Reference Availability Zone A Availability Zone B Auto Scaling Group Auto Scaling Group www.example.com static.example.com web servers web servers app servers app servers S3 bucket CloudFront distribution Web Tier Cognito Identity DB Tier SQS DynamoDB LambdaCloudFront logs API Gateway www.example.com static.example.com App Tier AWS Region RDS Aurora vs
  25. 25. Serverless Architecture – Web Tier S3 bucket CloudFront distribution Web Tier Cognito Identity CloudFront logs www.example.com static.example.com Availability Zone A Availability Zone B Auto Scaling Group www.example.com static.example.com web servers web servers
  26. 26. Serverless Architecture – Web Tier S3 bucket CloudFront distribution Web Tier Cognito Identity CloudFront logs www.example.com static.example.com • Static Assets • Same as in reference architecture • css, js, docs, images, videos + html • Dynamic Functionality • Use JS framework (e.g. Angular) • SEO-friendly (Custom Error Response + HTML5 History API) • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance
  27. 27. Serverless Architecture – Web Tier S3 bucket CloudFront distribution Web Tier Cognito Identity CloudFront logs www.example.com static.example.com • Static Assets • Same as in reference architecture • css, js, docs, images, videos + html • Dynamic Functionality • Use JS framework (e.g. Angular) • SEO-friendly (Custom Error Response + HTML5 History API) • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance
  28. 28. Serverless Architecture – Web Tier S3 bucket CloudFront distribution Web Tier Cognito Identity CloudFront logs www.example.com static.example.com • Static Assets • Same as in reference architecture • css, js, docs, images, videos + html • Dynamic Functionality • Use JS framework (e.g. Angular) • SEO-friendly (Custom Error Response + HTML5 History API) • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance
  29. 29. Serverless Architecture – App Tier Cognito Identity SQS Lambda API Gateway App Tier Availability Zone A Availability Zone B Auto Scaling Group app servers app servers
  30. 30. Cognito Identity SQS Lambda API Gateway App Tier • Accelerated Backend • Write node.js functions and load into Lambda • Power up Lambda with RESTful endpoints on API Gateway • Cache, throttle, meter, version, etc. • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance Serverless Architecture – App Tier
  31. 31. • Accelerated Backend • Write node.js functions and load into Lambda • Power up Lambda with RESTful endpoints on API Gateway • Cache, throttle, meter, version, etc. • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance Serverless Architecture – App Tier Cognito Identity SQS Lambda API Gateway App Tier
  32. 32. Availability Zone A Availability Zone B Serverless Architecture – DB Tier DB Tier SQS DynamoDB RDS Aurora
  33. 33. DB Tier SQS DynamoDB RDS Aurora Serverless Architecture – DB Tier • First choice – DynamoDB + SQS • Schema-free • Scale only reads and writes • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance • Next choice – RDS Aurora • Relational • MySQL-like approach, but 5x better
  34. 34. Serverless Architecture – DB Tier • First choice – DynamoDB + SQS • Schema-free • Scale only reads and writes • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance • Next choice – RDS Aurora • Relational • MySQL-like approach, but 5x better DB Tier SQS DynamoDB RDS Aurora
  35. 35. Serverless Architecture – DB Tier • First choice – DynamoDB + SQS • Schema-free • Scale only reads and writes • Completely Serverless • Pre-scaled • Low-cost • Low-maintenance • Next choice – RDS Aurora • Relational • MySQL-like approach, but 5x better DB Tier SQS DynamoDB RDS Aurora
  36. 36. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  37. 37. Demo: Setup Serverless AWS 1. Security - Create IAM roles 2. Front-end - Create S3 bucket - Enable static website hosting - Add bucket policy - Create CloudFront distribution 3. Back-end - Create Lambda function - Upload code into Lambda - Create API Gateway endpoint 4. Database - Create DynamoDB table 5. Code - Load code into S3 bucket - View via CloudFront (S3 as backup) S3 bucket CloudFront distribution Web Tier Cognito Identity DB Tier SQS DynamoDB LambdaCloudFront logs API Gateway www.example.com static.example.com App Tier AWS Region RDS Aurora
  38. 38. Lessons Learned • Serverless approach is challengingly awesome • Frontend is restricted to JS (and JS Frameworks) • Backend is restricted to Python, Java or JS (for now) • SOA and APIs are required by design
  39. 39. Lessons Learned • Serverless approach is challengingly awesome • Frontend is restricted to JS (and JS Frameworks) • Backend is restricted to Python, Java or JS (for now) • SOA and APIs are required by design • Services must be as small as possible • AWS Lambda constrains • Browser limitations (on mobile devices)
  40. 40. Lessons Learned • Serverless approach is challengingly awesome • Frontend is restricted to JS (and JS Frameworks) • Backend is restricted to Python, Java or JS (for now) • SOA and APIs are required by design • Services must be as small as possible => microservices • AWS Lambda constrains • Browser limitations (on mobile devices)
  41. 41. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  42. 42. Google Trends: Microservices
  43. 43. What does “microservices” mean? In computing, microservices is a software architecture style in which complex applications are composed of small, independent processes communicating with each other using language- agnostic APIs. These services are small, highly decoupled and focus on doing a small task, facilitating a modular approach to system- building. https://en.wikipedia.org/wiki/Microservices
  44. 44. Microservices Architecture Keynote GOTO Conference: Microservices by Martin Fowler - https://www.youtube.com/watch?v=wgdBVIX9ifA State of the Art in Microservices by Adrian Cockcroft - https://www.youtube.com/watch?v=nMTaS07i3jk Sam Newman at ThoughtWorks London 2015: Deploying and Operating Microservices - https://www.youtube.com/watch?v=OTSlg7_y3bA
  45. 45. Speeding Up Digital Platforms on AWS Deploy in weeks Live for years Deploy in minutes Live for weeks Deploy in seconds Live for minutes/hours Deploy in milliseconds Live for seconds On-Premises Amazon EC2 Amazon ECS AWS Lambda
  46. 46. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  47. 47. Powered by AWS Lambda
  48. 48. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  49. 49. Tips and Tricks • AWS Lambda is continuously evolving • Set up alarms for all 4 Lambda metrics in Amazon CloudWatch • Avoid S3 throttling by integrating S3 => SNS => Lambda • Beware of potential infinite loops
  50. 50. Tips and Tricks • AWS Lambda is continuously evolving • Set up alarms for all 4 Lambda metrics in Amazon CloudWatch • Avoid S3 throttling by integrating S3 => SNS => Lambda • Beware of potential infinite loops • Microservices are game changers • The shorter TTL, the more secure it becomes • First, build a service or a feature • Next, break it down into microservices
  51. 51. Evolution from Monolithic Approach … applicationsdevelopers Build Test Release development cycle
  52. 52. … to Microservices Architecture applicationsdevelopers Build Test Release development cycle Build Test Release Build Test Release Build Test Release Build Test Release Build Test Release Build Test Release
  53. 53. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  54. 54. Demo: todo.deep.mg • Inspired from open source • www.todomvc.com • Go to the GitHub repository • github.com/MitocGroup/deep -microservices-todo-app • Follow the steps from Getting Started to build and deploy • todo.deep.mg
  55. 55. DEEP Framework https://github.com/MitocGroup/deep-framework “DEEP Framework is a serverless web framework, core component of the Platform-as-a-Service that abstracts web apps and web services from specific cloud providers. This framework enables developers build cloud-native applications or platforms using microservices architecture in a completely serverless approach”
  56. 56. Agenda • Web Apps Hosting on AWS • Reference Architecture • Serverless Architecture • Demo: Setup Serverless AWS • Microservices Architecture • Powered by AWS Lambda • Tips and Tricks • Demo: todo.deep.mg • Q&A + Next Steps
  57. 57. Q&A + Next Steps github.com/MitocGroup medium.com/@MitocGroup beta@deep.mg www.deep.mg Thanks: Olga from Generator Hub Moldova Vladimir from PyCoding Moldovahttps://www.facebook.com/events/227397820928284
  58. 58. Credits and Thanks • Slide 3: Digital Platforms Challenges • http://www.buzzfeed.com/daozers/what-its-like-to-work-on-buzzfeeds-tech-team-during-record-t#.axR6WG9Yr • http://www.dailydot.com/crime/new-york-magazine-ddos-bill-cosby-cover/ • http://www.cio.in/topstory/flipkart%E2%80%99s-cto-explains-the-xiaome-launch-outage • Slide 4: Digital Platforms Challenges • http://www.slideshare.net/Radware/radware-cmg2014-tammyevertsslowtimevsdowntime • http://www.statuscast.com/application-downtime-according-to-idc-gartner-and-others • https://press.kaspersky.com/files/2014/11/B2B-International-2014-Survey-DDoS-Summary-Report.pdf • Slide 19: AWS re:Invent 2014 • https://venturebeat.com/wp-content/uploads/2014/11/aws-reinvent-lambda.png • Slide 20: AWS Summit NY 2015 • https://d0.awsstatic.com/events/aws-hosted-events/2015/AWS-Global-Summit-Series/new-york/press-room/introducing-amazon-api- gateway.jpg • Slide 46: Microservices Architecture • https://www.youtube.com/watch?v=nMTaS07i3jk - State of the Art in Microservices by Adrian Cockcroft • https://www.youtube.com/watch?v=wgdBVIX9ifA - Microservices by Martin Fowler • https://www.youtube.com/watch?v=OTSlg7_y3bA - Deploying and Operating Microservices by Sam Newman

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