Serverless computing: state-of-the-art, challenges and opportunities

Y Li, Y Lin, Y Wang, K Ye, C Xu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Serverless computing is growing in popularity by virtue of its lightweight and simplicity of
management. It achieves these merits by reducing the granularity of the computing unit to …

[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 …

Spright: Extracting the server from serverless computing! high-performance ebpf-based event-driven, shared-memory processing

S Qi, L Monis, Z Zeng, I Wang… - Proceedings of the ACM …, 2022 - dl.acm.org
Serverless computing promises an efficient, low-cost compute capability in cloud
environments. However, existing solutions, epitomized by open-source platforms such as …

Sequoia: Enabling quality-of-service in serverless computing

A Tariq, A Pahl, S Nimmagadda, E Rozner… - Proceedings of the 11th …, 2020 - dl.acm.org
Serverless computing is a rapidly growing paradigm that easily harnesses the power of the
cloud. With serverless computing, developers simply provide an event-driven function to …

Sledge: A serverless-first, light-weight wasm runtime for the edge

PK Gadepalli, S McBride, G Peach… - Proceedings of the 21st …, 2020 - dl.acm.org
Emerging IoT applications with real-time latency constraints require new data processing
systems operating at the Edge. Serverless computing offers a new compelling paradigm …

Serverless edge computing—where we are and what lies ahead

P Raith, S Nastic, S Dustdar - IEEE Internet Computing, 2023 - ieeexplore.ieee.org
The edge–cloud continuum combines heterogeneous resources, which are complex to
manage. Serverless edge computing is a suitable candidate to manage the continuum by …

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 …

AI-based resource allocation: Reinforcement learning for adaptive auto-scaling in serverless environments

L Schuler, S Jamil, N Kühl - 2021 IEEE/ACM 21st International …, 2021 - ieeexplore.ieee.org
Serverless computing has emerged as a compelling new paradigm of cloud computing
models in recent years. It promises the user services at large scale and low cost while …

Mu: An efficient, fair and responsive serverless framework for resource-constrained edge clouds

V Mittal, S Qi, R Bhattacharya, X Lyu, J Li… - Proceedings of the …, 2021 - dl.acm.org
Serverless computing platforms simplify development, deployment, and automated
management of modular software functions. However, existing serverless platforms typically …

Experimental analysis of the application of serverless computing to IoT platforms

P Benedetti, M Femminella, G Reali, K Steenhaut - Sensors, 2021 - mdpi.com
Serverless computing, especially implemented through Function-as-a-Service (FaaS)
platforms, has recently been gaining popularity as an application deployment model in …