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ECOLIFE: Carbon-Aware Serverless Function Scheduling for Sustainable Computing
DescriptionThis work introduces ECOLIFE, the first carbon-aware serverless function scheduler to co-optimize carbon footprint and performance. ECOLIFE builds on the key insight of intelligently exploiting multi-generation hardware to achieve high performance and lower carbon footprint. ECOLIFE designs multiple novel extensions to Particle Swarm Optimization (PSO) in the context of serverless execution environment to achieve high performance while effectively reducing the carbon footprint.
Event Type
Paper
TimeTuesday, 19 November 202411:30am - 12pm EST
LocationB311
Tags
Architecture
Codesign
Data Movement and Memory
Energy Efficiency
Green Computing
Linear Algebra
Registration Categories
TP