SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing

D Cheng, K Yan, X Cai, Y Gong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) is a promising cloud computing model known for its scalability
and elasticity. In various application domains, FaaS workflows have been widely adopted to …

LibProf: A Python Profiler for Improving Cold Start Performance in Serverless Applications

SSM Tariq, AA Zein, SS Vaidya, A Khanolkar… - arXiv preprint arXiv …, 2024 - arxiv.org
Serverless computing abstracts away server management, enabling automatic scaling and
efficient resource utilization. However, cold-start latency remains a significant challenge …

Profile-Guided Optimization of Cold Starts in Serverless Applications with ColdSpy

A Al Zein - 2024 - deepblue.lib.umich.edu
Serverless computing offers significant benefits over past traditional execution models,
promis-ing efficient resource utilization, cost-effectiveness, and extreme elasticity. Despite its …