Serverless computing for Internet of Things: A systematic literature review

GAS Cassel, VF Rodrigues, R da Rosa Righi… - Future Generation …, 2022 - Elsevier
Serverless computing, or Function as a Service (FaaS), represents a research trend where
applications are built and deployed as a group of stateless functions. Although initially …

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 …

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 …

Serverless workflows for containerised applications in the cloud continuum

S Risco, G Moltó, DM Naranjo, I Blanquer - Journal of Grid Computing, 2021 - Springer
This paper introduces an open-source platform to support serverless computing for scientific
data-processing workflow-based applications across the Cloud continuum (ie …

Serverless service architectures and security minimals

N Mateus-Coelho, M Cruz-Cunha - 2022 10th International …, 2022 - ieeexplore.ieee.org
The Serverless subject is an emerging new world within technology scope. Although it
seems to be by name a specific and a circumscriptive topic, it is a vast and complex subject …

ML-FaaS: Toward Exploiting the Serverless Paradigm to Facilitate Machine Learning Functions as a Service

E Paraskevoulakou, D Kyriazis - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
Serverless computing has emerged as a revolutionary model that enables the deployment of
applications and services by raising the level of abstraction from the underline resources. Its …

Deep learning-based holistic speaker independent visual speech recognition

P Nemani, GS Krishna, N Ramisetty… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
From a broader perspective, the objective of visual speech recognition (VSR) is to
comprehend the speech spoken by an individual using visual deformations. However, some …

Migrating large deep learning models to serverless architecture

D Chahal, R Ojha, M Ramesh… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Serverless computing platform is emerging as a solution for event-driven artificial
intelligence applications. Function-as-a-Service (FaaS) using serverless computing …

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 …