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Scaling EDA Workloads with Kubernetes, KEDA & Karpenter • Natasha Wright • GOTO 2024

This presentation was recorded at GOTO EDA Day 2024. #GOTOcon #GOTOeda #GOTOldn http://gotoldn.com Natasha Wright - Senior Containers Specialist at AWS RESOURCES https://x.com/toish100 ABSTRACT DID YOU GET TAYLOR SWIFT ERAS TICKETS?!??! NO?? Well like you, millions of people suffered as a result of IT systems crashing due to traffic - either preventing them from accessing ticket sites or incomplete payment transactions. Today, management of event driven workloads is essential for real and near time processing, allowing businesses to respond to interactions from their customers. Scaling business IT workloads to support peaks in event traffic (such as the ERAS Tour!), needs to integrate with EDA principles and systems. Traditional autoscaling often falls short amidst unpredictable event volumes, leading to inefficiencies and increased costs. In this session we'll hear about how Kubernetes-based Event Driven Autoscaler (KEDA) allows us to handle the triggers, respond to events, and scale workloads as needed. We'll explore how combining KEDA with Karpenter creates a cost-effective, highly-efficient solution - and who knows, maybe we'll be ready for ERAS II. (WARNING - TAYLOR SWIFT HAS NOT ENDORSED THIS TALK) [...] TIMECODES 00:00 Intro 02:59 Agenda 03:20 The Taylor Swift problem 16:02 Scaling with Kubernetes 23:46 KEDA overview 32:52 Application scaling with Karpenter 39:59 Solving our Taylor Swift problem 42:42 Key takeaways 45:16 Outro Read the full abstract here: https://gotoldn.com/2024-eda-aws-day/... RECOMMENDED BOOKS Adam Bellemare • Building Event-Driven Microservices • https://amzn.to/3WfNKfM Peter Sbarski • Serverless Architectures on AWS • https://amzn.to/3hJzEUM Michael Stack • Event-Driven Architecture in Golang • https://amzn.to/3G5e8ST Ford, Richards, Sadalage & Dehghani • Software Architecture: The Hard Parts • https://amzn.to/3v4pKQS Gerardus Blokdyk • Event-Driven Architecture EDA • https://amzn.to/3FOfUHE James Urquhart • Flow Architectures • https://amzn.to/3Tyz8cY   / gotocon     / goto-     / goto_con     / gotoconferences   #KEDA #Karpenter #EventDrivenArchitecture #EDA #SoftwareArchitecture #AWS #Serverless #EventDriven #Kubernetes #k8s #Coupling #Connection #LooselyCoupled #Events #EventBased #NatashaWright Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConf...