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 …

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 …

faas‐sim: A trace‐driven simulation framework for serverless edge computing platforms

P Raith, T Rausch, A Furutanpey… - Software: Practice and …, 2023 - Wiley Online Library
This paper presents faas‐sim, a simulation framework tailored to serverless edge computing
platforms. In serverless computing, platform operators are tasked with efficiently managing …

[HTML][HTML] AI augmented Edge and Fog computing: Trends and challenges

S Tuli, F Mirhakimi, S Pallewatta, S Zawad… - Journal of Network and …, 2023 - Elsevier
In recent years, the landscape of computing paradigms has witnessed a gradual yet
remarkable shift from monolithic computing to distributed and decentralized paradigms such …

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 …

Function placement approaches in serverless computing: a survey

M Ghorbian, M Ghobaei-Arani… - Journal of Systems …, 2024 - Elsevier
Serverless computing is a new paradigm computing in cloud computing that allows
developers to focus on code development without the need to manage infrastructure and …

Performance modeling of metric-based serverless computing platforms

N Mahmoudi, H Khazaei - IEEE transactions on cloud …, 2022 - ieeexplore.ieee.org
Analytical performance models are very effective in ensuring the quality of service and cost
of service deployment remain desirable under different conditions and workloads. While …

SimLess: simulate serverless workflows and their twins and siblings in federated FaaS

S Ristov, M Hautz, C Hollaus, R Prodan - Proceedings of the 13th …, 2022 - dl.acm.org
Many researchers migrate scientific serverless workflows or function choreographies (FCs)
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …

Optimizing cloud function configuration via local simulations

J Manner, M Endreβ, S Böhm… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
Function as a Service (FaaS)-the reason why so many practitioners and researchers talk
about Serverless Computing-claims to hide all operational concerns. The promise when …

A serverless gateway for event‐driven machine learning inference in multiple clouds

DM Naranjo, S Risco, G Moltó… - … Practice and Experience, 2023 - Wiley Online Library
Serverless computing and, in particular, the functions as a service model has become a
convincing paradigm for the development and implementation of highly scalable …