[HTML][HTML] Function-as-a-service performance evaluation: A multivocal literature review

J Scheuner, P Leitner - Journal of Systems and Software, 2020 - Elsevier
Abstract Function-as-a-Service (FaaS) is one form of the serverless cloud computing
paradigm and is defined through FaaS platforms (eg, AWS Lambda) executing event …

Survey on serverless computing

HB Hassan, SA Barakat, QI Sarhan - Journal of Cloud Computing, 2021 - Springer
Serverless computing has gained importance over the last decade as an exciting new field,
owing to its large influence in reducing costs, decreasing latency, improving scalability, and …

Characterizing serverless platforms with serverlessbench

T Yu, Q Liu, D Du, Y **a, B Zang, Z Lu, P Yang… - Proceedings of the 11th …, 2020 - dl.acm.org
Serverless computing promises auto-scalability and cost-efficiency (in" pay-as-you-go"
manner) for high-productive software development. Because of its virtue, serverless …

Faasdom: A benchmark suite for serverless computing

P Maissen, P Felber, P Kropf, V Schiavoni - Proceedings of the 14th ACM …, 2020 - dl.acm.org
Serverless computing has become a major trend among cloud providers. With serverless
computing, developers fully delegate the task of managing the servers, dynamically …

Toward sustainable serverless computing

P Patros, J Spillner, AV Papadopoulos… - IEEE Internet …, 2021 - ieeexplore.ieee.org
Although serverless computing generally involves executing short-lived “functions,” the
increasing migration to this computing paradigm requires careful consideration of energy …

[HTML][HTML] A reference architecture for serverless big data processing

S Werner, S Tai - Future Generation Computer Systems, 2024 - Elsevier
Despite significant advances in data management systems in recent decades, the
processing of big data at scale remains very challenging. While cloud computing has been …

Befaas: An application-centric benchmarking framework for faas platforms

M Grambow, T Pfandzelter, L Burchard… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Following the increasing interest and adoption of FaaS systems, benchmarking frameworks
for determining nonfunctional properties have also emerged. While existing …

[HTML][HTML] Optimizing serverless computing: A comparative analysis of multi-output regression models for predictive function invocations

M Daraghmeh, A Agarwal, Y Jararweh - Simulation Modelling Practice and …, 2024 - Elsevier
In the rapidly evolving domain of serverless computing, the need for efficient and accurate
predictive methods of function invocation becomes paramount. This study introduces a …

Etas: predictive scheduling of functions on worker nodes of apache openwhisk platform

A Banaei, M Sharifi - The Journal of Supercomputing, 2022 - Springer
Fast execution of functions is an inevitable challenge in the serverless computing
landscape. Inefficient dispatching, fluctuations in invocation rates, burstiness of workloads …

The night shift: Understanding performance variability of cloud serverless platforms

T Schirmer, N Japke, S Greten, T Pfandzelter… - Proceedings of the 1st …, 2023 - dl.acm.org
Function-as-a-Service is a popular cloud programming model that supports developers by
abstracting away most operational concerns with automatic deployment and scaling of …