Cold start latency in serverless computing: A systematic review, taxonomy, and future directions

M Golec, GK Walia, M Kumar, F Cuadrado… - ACM Computing …, 2024 - dl.acm.org
Recently, academics and the corporate sector have paid attention to serverless computing,
which enables dynamic scalability and an economic model. In serverless computing, users …

Cold start latency mitigation mechanisms in serverless computing: taxonomy, review, and future directions

A Ebrahimi, M Ghobaei-Arani, H Saboohi - Journal of Systems Architecture, 2024 - Elsevier
Abstract Today, Function-as-a-Service (FaaS), as an emerging path to implementing
serverless computing paradigm, seems quite promising in responding to the growing …

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 …

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 …

ACPM: adaptive container provisioning model to mitigate serverless cold-start

A Kumari, B Sahoo - Cluster Computing, 2024 - Springer
In recent years, serverless computing has emerged as a new cloud service model that
provides an elegant computing framework for application development. It allows developers …

Atom: Ai-powered sustainable resource management for serverless edge computing environments

M Golec, SS Gill, F Cuadrado… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Serverless edge computing decreases unnecessary resource usage on end devices with
limited processing power and storage capacity. Despite its benefits, serverless edge …

An empirical study of container image configurations and their impact on start times

M Straesser, A Bauer, R Leppich… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
A core selling point of application containers is their fast start times compared to other
virtualization approaches like virtual machines. Predictable and fast container start times are …

Captain: A testbed for co-simulation of scalable serverless computing environments for aiot enabled predictive maintenance in industry 4.0

M Golec, H Wu, R Ozturac, AK Parlikad… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The massive amounts of data generated by the Industrial Internet of Things (IIoT) require
considerable processing power, which increases carbon emissions and energy usage, and …

Reducing cold start delay in serverless computing using lightweight virtual machines

A Karamzadeh, A Shameli-Sendi - Journal of Network and Computer …, 2024 - Elsevier
In recent years, serverless computing has gained considerable attention in academic,
professional, and business circles. Unique features such as code development flexibility and …

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 …