Rise of the planet of serverless computing: A systematic review

J Wen, Z Chen, X **, X Liu - ACM Transactions on Software …, 2023 - dl.acm.org
Serverless computing is an emerging cloud computing paradigm, being adopted to develop
a wide range of software applications. It allows developers to focus on the application logic …

Auto-scaling mechanisms in serverless computing: A comprehensive review

M Tari, M Ghobaei-Arani, J Pouramini… - Computer Science …, 2024 - Elsevier
The auto-scaling feature is fundamental to serverless computing, and it automatically allows
applications to scale as needed. Hence, this allows applications to be configured to adapt to …

Kubernetes distributions for the edge: serverless performance evaluation

V Kjorveziroski, S Filiposka - The Journal of Supercomputing, 2022 - Springer
Serverless computing, especially when deployed at the edge of the network, is seen as an
enabling technology for the future development of more complex Internet of Things systems …

Unveiling overlooked performance variance in serverless computing

J Wen, Z Chen, F Sarro, S Wang - Empirical Software Engineering, 2025 - Springer
Serverless computing is an emerging cloud computing paradigm for develo** applications
at the function level, known as serverless functions. Due to the highly dynamic execution …

Predicting the performance of a computing system with deep networks

M Cengiz, M Forshaw, A Atapour-Abarghouei… - Proceedings of the …, 2023 - dl.acm.org
Predicting the performance and energy consumption of computing hardware is critical for
many modern applications. This will inform procurement decisions, deployment decisions …

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 …

SCOPE: Performance Testing for Serverless Computing

J Wen, Z Chen, J Zhao, F Sarro, H **… - ACM Transactions on …, 2025 - dl.acm.org
Serverless computing is a popular cloud computing paradigm that has found widespread
adoption across various online workloads. It allows software engineers to develop cloud …

FUSIONIZE++: Improving Serverless Application Performance Using Dynamic Task Inlining and Infrastructure Optimization

T Schirmer, J Scheuner, T Pfandzelter… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The Function-as-a-Service (FaaS) execution model increases developer productivity by
removing operational concerns such as managing hardware or software runtimes …

Performance regression testing initiatives: A systematic map**

LBR dos Santos, ÉF de Souza, C Trubiani… - Information and …, 2024 - Elsevier
Context: Issues related to the performance of software systems are crucial, as they have the
potential to impede the effective utilization of products, compromise user satisfaction …

Signature-based IaaS Performance Change Detection

A Bouguettaya, SMM Fattah - ACM Transactions on Internet Technology, 2024 - dl.acm.org
We propose a novel change detection framework to identify changes in the long-term
performance behavior of an IaaS service. An IaaS service's long-term performance behavior …