arXiv Open Access 2024

EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing

Yankai Jiang Rohan Basu Roy Baolin Li Devesh Tiwari

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Abstrak

This 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.

Topik & Kata Kunci

cs.DC

Penulis (4)

Yankai Jiang

Rohan Basu Roy

Baolin Li

Devesh Tiwari

Format Sitasi

APA MLA BibTeX

Jiang, Y., Roy, R.B., Li, B., Tiwari, D. (2024). EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing. https://arxiv.org/abs/2409.02085

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Informasi Jurnal

Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓