Rise of the planet of serverless computing: A systematic review

J Wen, Z Chen, X **, 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 …

DeepEdgeBench: Benchmarking deep neural networks on edge devices

SP Baller, A **dal, M Chadha… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
EdgeAI (Edge computing based Artificial Intelligence) has been most actively researched for
the last few years to handle variety of massively distributed AI applications to meet up the …

Fedless: Secure and scalable federated learning using serverless computing

A Grafberger, M Chadha, A **dal… - … Conference on Big …, 2021 - ieeexplore.ieee.org
The traditional cloud-centric approach for Deep Learning (DL) requires training data to be
collected and processed at a central server which is often challenging in privacy-sensitive …

Fado: Faas functions and data orchestrator for multiple serverless edge-cloud clusters

CP Smith, A **dal, M Chadha… - 2022 IEEE 6th …, 2022 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) is an attractive cloud computing model that simplifies
application development and deployment. However, current serverless compute platforms …

AuctionWhisk: Using an auction‐inspired approach for function placement in serverless fog platforms

D Bermbach, J Bader, J Hasenburg… - Software: Practice …, 2022 - Wiley Online Library
Abstract The Function‐as‐a‐Service (FaaS) paradigm has a lot of potential as a computing
model for fog environments comprising both cloud and edge nodes, as compute requests …

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 …

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 …

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 …

Function offloading approaches in serverless computing: A Survey

M Ghorbian, M Ghobaei-Arani - Computers and Electrical Engineering, 2024 - Elsevier
In recent years, serverless computing has become one of the popular approaches to
develo** and running applications, allowing developers to run their code directly in the …