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 …

Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments

A Mampage, S Karunasekera, R Buyya - Future Generation Computer …, 2023 - Elsevier
Serverless computing has sparked a massive interest in both the cloud service providers
and their clientele in recent years. This model entails the shift of the entire matter of resource …

Sustainable serverless computing with cold-start optimization and automatic workflow resource scheduling

S Pan, H Zhao, Z Cai, D Li, R Ma… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, serverless computing has garnered significant attention owing to its high
scalability, pay-as-you-go billing model, and efficient resource management provided by …

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 …

Optimized resource usage with hybrid auto-scaling system for knative serverless edge computing

MN Tran, YH Kim - Future Generation Computer Systems, 2024 - Elsevier
In the most popular serverless platform-Knative, dynamic resource allocation is implemented
using horizontal auto-scaling algorithms to create or delete service instances based on …

A survey on the cold start latency approaches in serverless computing: an optimization-based perspective

M Ghorbian, M Ghobaei-Arani - Computing, 2024 - Springer
Serverless computing is one of the latest technologies that has received much attention from
researchers and companies in recent years since it provides dynamic scalability and a clear …

Scheduling mechanisms in serverless computing

M Ghobaei-Arani, M Ghorbian - Serverless Computing: Principles and …, 2023 - Springer
Currently, serverless computing is considered a critical event in the information and
communication technologies domain. It provides a model with high scalability, pay-as-you …

FaaSt: Optimize makespan of serverless workflows in federated commercial FaaS

S Ristov, P Gritsch - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Nowadays, scientists migrate workflow applications on serverless Function-as-a-Service
(FaaS) platforms in a form of so called function choreographies (FCs) to benefit from FaaS …

Latency-Sensitive Function Placement among Heterogeneous Nodes in Serverless Computing

U Shahid, G Ahmed, S Siddiqui, J Shuja, AO Balogun - Sensors, 2024 - mdpi.com
Function as a Service (FaaS) is highly beneficial to smart city infrastructure due to its
flexibility, efficiency, and adaptability, specifically for integration in the digital landscape …