Scaling with AWS
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This document discusses Harishankar's experience scaling his company HackerRank with AWS. It describes how HackerRank started using Linode for hosting but migrated to AWS for its autoscaling capabilities. It details some migrations HackerRank made from SSHFS to S3 for file storage, from ZMQ to SQS for queuing, and from self-hosted EC2 MySQL to AWS RDS for databases to improve scalability and reliability. The document emphasizes that the migration to RDS was one of the best decisions they made as it made scaling and handling disasters much easier.
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In this workshop, learn how to build and deploy computer vision models using the AWS DeepLens deep learning-enabled video camera. Learn to build a machine learning model from scratch using Amazon SageMaker, and get hands-on experience with AWS DeepLens by extending that model to build an end-to-end AI application using Amazon Rekognition. Attendees also learn about use cases built by the community which integrate other AWS services and extend the functionality of AWS DeepLens. Please note, you must have an AWS account to participate in this workshop. If setting up a new account, please do so at least 24 hours in advance of the workshop.
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Scaling with AWS
- 1. SCALING WITH AWS HARISHANKARAN CO-FOUNDER HACKERRANK.COM InterviewStreet www.hackerrank.com
- 2. InterviewStreet www.hackerrank.com About Me • Engineer/Co-Founder/CTO • Started Interviewstreet in 2009 •We are 20 member team. • Disrupting hiring space.
- 3. InterviewStreet www.hackerrank.com Before AWS • Linode • Cheap • Easy to setup • Best, when bootstrapped
- 4. InterviewStreet www.hackerrank.com IEEEXTREME IEEEXtreme is a global challenge in which teams of IEEE Student members, supported by an IEEE Student Branch, advised and proctored by an IEEE member, compete in a 24-hour time span against each other to solve a set of programming problems.
- 7. 2011 2012 2013 InterviewStreet www.hackerrank.com
- 8. ACM Programming Contest Yahoo Hackathon Campus Hiring for Amazon, Facebook, Flipkart in India Resource intensive, autoscale lets us sleep peacefully. InterviewStreet www.hackerrank.com
- 10. InterviewStreet www.hackerrank.com SSHFS -> S3 • Mount the directory of file server in all other servers. • Pain if you reboot the client. • Scary, if the main server reboots. • rm –rf * haunts you.
- 11. InterviewStreet www.hackerrank.com ZMQ -> SQS • Webservers push to ZMQ • Codecheckers poll ZMQ • Easy to setup, but during high load, ZMQ server takes the hit. • Single point of failure. • WISHLIST – Priority for SQS Queues
- 12. InterviewStreet www.hackerrank.com EC2 MySQL -> RDS • The BEST decision we’ve made • Scaling, Read replicas were made super easy. • Saved us many times from disasters.
- 15. THANK YOU InterviewStreet www.hackerrank.com