Understanding the challenges and novel architectural models of multi-cloud native applications–a systematic literature review

J Alonso, L Orue-Echevarria, V Casola, AI Torre… - Journal of Cloud …, 2023 - Springer
Abstract The evolution of Cloud Computing into a service utility, along with the pervasive
adoption of the IoT paradigm, has promoted a significant growth in the need of …

Sustainable mlops: Trends and challenges

DA Tamburri - 2020 22nd international symposium on symbolic …, 2020 - ieeexplore.ieee.org
Even simply through a GoogleTrends search it becomes clear that Machine-Learning
Operations-or MLOps, for short-are climbing in interest from both a scientific and practical …

COSCO: Container orchestration using co-simulation and gradient based optimization for fog computing environments

S Tuli, SR Poojara, SN Srirama… - … on Parallel and …, 2021 - ieeexplore.ieee.org
Intelligent task placement and management of tasks in large-scale fog platforms is
challenging due to the highly volatile nature of modern workload applications and sensitive …

Stateful Serverless Computing with Crucial

D Barcelona-Pons, P Sutra… - ACM Transactions on …, 2022 - dl.acm.org
Serverless computing greatly simplifies the use of cloud resources. In particular, Function-as-
a-Service (FaaS) platforms enable programmers to develop applications as individual …

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 …

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] 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 …

Within-project defect prediction of infrastructure-as-code using product and process metrics

S Dalla Palma, D Di Nucci, F Palomba… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Infrastructure-as-code (IaC) is the DevOps practice enabling management and provisioning
of infrastructure through the definition of machine-readable files, hereinafter referred to as …

Application deployment using containers with auto-scaling for microservices in cloud environment

SN Srirama, M Adhikari, S Paul - Journal of Network and Computer …, 2020 - Elsevier
A microservice-based application is composed of a set of small services that run within their
own processes and communicate with a lightweight mechanism. Processing the …

Microservice security: a systematic literature review

D Berardi, S Giallorenzo, J Mauro, A Melis… - PeerJ Computer …, 2022 - peerj.com
Microservices is an emerging paradigm for develo** distributed systems. With their
widespread adoption, more and more work investigated the relation between microservices …