With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions

Author:

Bilal Muhammad12ORCID,Canini Marco3ORCID,Fonseca Rodrigo4ORCID,Rodrigues Rodrigo1ORCID

Affiliation:

1. Instituto Superior Técnico (ULisboa) / INESC-ID, Lisbon, Portugal

2. UCLouvain, Louvain-la-Neuve, Belgium

3. KAUST, Thuwal, Saudi Arabia

4. Azure Systems Research, Redmond, WA, United States of America

Funder

European Commission

Fundação para a Ciência e a Tecnologia

Publisher

ACM

Reference57 articles.

1. COSE: Configuring Serverless Functions using Statistical Learning

2. Omid Alipourfard , Hongqiang Harry Liu , Jianshu Chen , Shivaram Venkataraman , Minlan Yu , and Ming Zhang . 2017 . CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics. In 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI '17) . 469--482. Omid Alipourfard, Hongqiang Harry Liu, Jianshu Chen, Shivaram Venkataraman, Minlan Yu, and Ming Zhang. 2017. CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics. In 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI '17). 469--482.

3. Amazon. 2022. AWS Fargate Pricing Page. https://aws.amazon.com/fargate/pricing/ Amazon. 2022. AWS Fargate Pricing Page. https://aws.amazon.com/fargate/pricing/

4. Amazon. 2022. AWS Lambda. https://aws.amazon.com/lambda/ Amazon. 2022. AWS Lambda. https://aws.amazon.com/lambda/

5. Amazon. 2022. AWS Lambda Functions Powered by AWS Graviton2 Processor. Amazon. 2022. AWS Lambda Functions Powered by AWS Graviton2 Processor.

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