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 …

Serverless edge computing—where we are and what lies ahead

P Raith, S Nastic, S Dustdar - IEEE Internet Computing, 2023 - ieeexplore.ieee.org
The edge–cloud continuum combines heterogeneous resources, which are complex to
manage. Serverless edge computing is a suitable candidate to manage the continuum by …

Iot serverless computing at the edge: A systematic map** review

V Kjorveziroski, S Filiposka, V Trajkovik - Computers, 2021 - mdpi.com
Serverless computing is a new concept allowing developers to focus on the core
functionality of their code, while abstracting away the underlying infrastructure. Even though …

Performance optimization of serverless edge computing function offloading based on deep reinforcement learning

X Yao, N Chen, X Yuan, P Ou - Future Generation Computer Systems, 2023 - Elsevier
It is difficult for resource-constrained edge servers to simultaneously meet the performance
requirements of all the latency-sensitive Internet of Things (IoT) applications in edge …

[HTML][HTML] QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum

GR Russo, D Ferrarelli, D Pasquali, V Cardellini… - Future Generation …, 2024 - Elsevier
Abstract Function-as-a-Service (FaaS) paradigm is increasingly attractive to bring the
benefits of serverless computing to the edge of the network, besides traditional Cloud data …

[HTML][HTML] Load balancing for heterogeneous serverless edge computing: A performance-driven and empirical approach

MS Aslanpour, AN Toosi, MA Cheema… - Future Generation …, 2024 - Elsevier
Serverless edge systems simplify the deployment of real-time AI-based Internet of Things
(IoT) applications at the edge. However, the heterogeneity of edge computing nodes–in …

Serverledge: Decentralized function-as-a-service for the edge-cloud continuum

GR Russo, T Mannucci, V Cardellini… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
As the Function-as-a-Service (FaaS) paradigm enjoys growing popularity within Cloud-
based systems, there is increasing interest in moving serverless functions towards the Edge …

The globus compute dataset: An open function-as-a-service dataset from the edge to the cloud

A Bauer, H Pan, R Chard, Y Babuji, J Bryan… - Future Generation …, 2024 - Elsevier
We present a unique function-as-a-service (FaaS) dataset capturing the use of the Globus
Compute (previously funcX) platform. Globus Compute implements a federated model via …

[HTML][HTML] A framework for offloading and migration of serverless functions in the Edge–Cloud Continuum

GR Russo, V Cardellini, FL Presti - Pervasive and Mobile Computing, 2024 - Elsevier
Abstract Function-as-a-Service (FaaS) has emerged as an evolution of traditional Cloud
service models, allowing users to define and execute pieces of codes (ie, functions) in a …

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 …