Cold starts are the #1 performance problem for Lambda users. Autonomous concurrency provides a solution with fewer cold starts than warmup strategies, and lower cost than provisioned concurrency. Sedai VP of ML, Nikhil Gopinath explains the underlying challenge of cold starts and presents the autonomous concurrency solution and compares it to traditional solutions.
Key moments:
00:49: Understanding concurrency and cold starts
04:20: Cold starts by the numbers
05:56: Concurrent requests and cold starts
08:02: Provisioned concurrency
09:41: Introducing autonomous concurrency
11:53: Difference from warmup plugins
14:39: Difference from provisioned concurrency
16:25: Comparing Cost of Different Approaches
18:00: How Autonomous Concurrency Works
19:19: How Autonomous Concurrency Looks
20:14: Component Details
21:32: Q&A: Working alongside other optimizations
22:17: Q&A: Interference with other extensions?
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#coldstarts #lambda #autonomouscloud #sre #devops #aws #serverless #sedai #autocon22
