StepConf: SLO-Aware Dynamic Resource Configuration for Serverless Function Workflows

Author:

Wen Zhaojie1,Wang Yishuo1,Liu Fangming1

Affiliation:

1. Huazhong University of Science and Technology,National Engineering Research Center for Big Data Technology and System, Key Laboratory of Services Computing Technology and System, Ministry of Education, School of Computer Science and Technology,China

Publisher

IEEE

Reference35 articles.

1. Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement

2. COSE: Configuring Serverless Functions using Statistical Learning

3. {INFaaS}:, Automated model-less inference serving;romero;Proc of USENIX ATC,2021

4. Marvelscaler: A multi-view learning based auto-scaling system for mapreduce;li;IEEE Transactions on Cloud Computing,2019

5. Caerus: Nimble task scheduling for serverless analytics;zhang;Proc of USENIX NSDI,2021

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4. Self-Provisioning Infrastructures for the Next Generation Serverless Computing;SN Computer Science;2024-06-26

5. SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing;IEEE Transactions on Parallel and Distributed Systems;2024-06

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