A holistic view on resource management in serverless computing environments: Taxonomy and future directions

A Mampage, S Karunasekera, R Buyya - ACM Computing Surveys …, 2022 - dl.acm.org
Serverless computing has emerged as an attractive deployment option for cloud
applications in recent times. The unique features of this computing model include rapid auto …

Analyzing tail latency in serverless clouds with stellar

D Ustiugov, T Amariucai, B Grot - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Serverless computing has seen rapid adoption because of its instant scalability, flexible
billing model, and economies of scale. In serverless, developers structure their applications …

[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 …

Tppfaas: Modeling serverless functions invocations via temporal point processes

M Steinbach, A Jindal, M Chadha, M Gerndt… - Ieee …, 2022 - ieeexplore.ieee.org
Serverless computing is a cloud computing paradigm that allows developers to focus
exclusively on business logic as cloud service providers manage resource management …

On the future of cloud engineering

D Bermbach, A Chandra, C Krintz… - … conference on cloud …, 2021 - ieeexplore.ieee.org
Ever since the commercial offerings of the Cloud started appearing in 2006, the landscape
of cloud computing has been undergoing remarkable changes with the emergence of many …

Fusionize: Improving serverless application performance through feedback-driven function fusion

T Schirmer, J Scheuner, T Pfandzelter… - … Conference on Cloud …, 2022 - ieeexplore.ieee.org
Serverless computing increases developer productivity by removing operational concerns
such as managing hardware or software runtimes. Developers, however, still need to …

An end-to-end framework for benchmarking edge-cloud cluster management techniques

P Raith, T Rausch, P Prüller… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
This paper presents a framework for defining, performing, and analyzing distributed load
testing experiments for benchmarking edge-cloud clusters. This end-to-end workflow helps …

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 …

Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications

J Scheuner, S Eismann, S Talluri, E Van Eyk… - arXiv preprint arXiv …, 2022 - arxiv.org
Making serverless computing widely applicable requires detailed performance
understanding. Although contemporary benchmarking approaches exist, they report only …

Supporting multi-cloud in serverless computing

H Zhao, Z Benomar, T Pfandzelter… - 2022 IEEE/ACM 15th …, 2022 - ieeexplore.ieee.org
Serverless computing is a widely adopted cloud execution model composed of Function-as-
a-Service (FaaS) and Backend-as-a-Service (BaaS) offerings. The increased level of …