Serverless computing: a survey of opportunities, challenges, and applications

H Shafiei, A Khonsari, P Mousavi - ACM Computing Surveys, 2022 - dl.acm.org
The emerging serverless computing paradigm has attracted attention from both academia
and industry. This paradigm brings benefits such as less operational complexity, a pay-as …

Rise of the planet of serverless computing: A systematic review

J Wen, Z Chen, X Jin, 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 …

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 …

Wisefuse: Workload characterization and dag transformation for serverless workflows

A Mahgoub, EB Yi, K Shankar, E Minocha… - Proceedings of the …, 2022 - dl.acm.org
We characterize production workloads of serverless DAGs at a major cloud provider. Our
analysis highlights two major factors that limit performance:(a) lack of efficient …

Sizeless: Predicting the optimal size of serverless functions

S Eismann, L Bui, J Grohmann, C Abad… - Proceedings of the …, 2021 - dl.acm.org
Serverless functions are an emerging cloud computing paradigm that is being rapidly
adopted by both industry and academia. In this cloud computing model, the provider …

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 …

Stepconf: Slo-aware dynamic resource configuration for serverless function workflows

Z Wen, Y Wang, F Liu - IEEE INFOCOM 2022-IEEE Conference …, 2022 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) offers a fine-grained resource provision model, enabling
developers to build highly elastic cloud applications. User requests are handled by a series …

Caribou: Fine-Grained Geospatial Shifting of Serverless Applications for Sustainability

VU Gsteiger, PH Long, Y Sun, P Javanrood… - Proceedings of the …, 2024 - dl.acm.org
Sustainability in computing is critical as environmental concerns rise. The cloud industry's
carbon footprint is significant and rapidly growing. We show that dynamic geospatial shifting …

Operating latency sensitive applications on public serverless edge cloud platforms

I Pelle, J Czentye, J Dóka, A Kern… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Cloud native programming and serverless architectures provide a novel way of software
development and operation. A new generation of applications can be realized with features …

Fine-grained performance and cost modeling and optimization for faas applications

C Lin, N Mahmoudi, C Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) has become a mainstream cloud computing paradigm for
developers to build cloud-native applications in recent years. By taking advantage of …