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 …

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 …

FaaSLight: General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing

X Liu, J Wen, Z Chen, D Li, J Chen, Y Liu… - ACM Transactions on …, 2023 - dl.acm.org
Serverless computing is a popular cloud computing paradigm that frees developers from
server management. Function-as-a-Service (FaaS) is the most popular implementation of …

Serverless on machine learning: A systematic mapping study

A Barrak, F Petrillo, F Jaafar - IEEE Access, 2022 - ieeexplore.ieee.org
Machine Learning Operations (MLOps) is an approach to managing the entire lifecycle of a
machine learning model. It has evolved over the last years and has started attracting many …

Container lifecycle‐aware scheduling for serverless computing

S Wu, Z Tao, H Fan, Z Huang, X Zhang… - Software: Practice …, 2022 - Wiley Online Library
Elastic scaling in response to changes on demand is a main benefit of serverless computing.
When bursty workloads arrive, a serverless platform launches many new containers and …

Towards a Smart Bionic Eye: AI-powered artificial vision for the treatment of incurable blindness

M Beyeler, M Sanchez-Garcia - Journal of Neural Engineering, 2022 - iopscience.iop.org
Objective. How can we return a functional form of sight to people who are living with
incurable blindness? Despite recent advances in the development of visual …

A survey on the scheduling mechanisms in serverless computing: a taxonomy, challenges, and trends

M Ghorbian, M Ghobaei-Arani, L Esmaeili - Cluster Computing, 2024 - Springer
In recent years, serverless computing has received significant attention due to its innovative
approach to cloud computing. In this novel approach, a new payment model is presented …

[HTML][HTML] Modeling of a generic edge computing application design

PJ Roig, S Alcaraz, K Gilly, C Bernad, C Juiz - Sensors, 2021 - mdpi.com
Edge computing applications leverage advances in edge computing along with the latest
trends of convolutional neural networks in order to achieve ultra-low latency, high-speed …

Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects

C Denninnart, T Chanikaphon… - Software: Practice and …, 2023 - Wiley Online Library
Serverless computing along with Function‐as‐a‐Service (FaaS) is forming a new computing
paradigm that is anticipated to found the next generation of cloud systems. The popularity of …