A review of task scheduling based on meta-heuristics approach in cloud computing

P Singh, M Dutta, N Aggarwal - Knowledge and Information Systems, 2017 - Springer
Heterogeneous distributed computing systems are the emerging for executing scientific and
computationally intensive applications. Cloud computing in this context describes a …

Cost optimization approaches for scientific workflow scheduling in cloud and grid computing: A review, classifications, and open issues

EN Alkhanak, SP Lee, R Rezaei, RM Parizi - Journal of Systems and …, 2016 - Elsevier
Workflow scheduling in scientific computing systems is one of the most challenging
problems that focuses on satisfying user-defined quality of service requirements while …

Modeling and optimization of performance and cost of serverless applications

C Lin, H Khazaei - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) and serverless applications have proliferated significantly in
recent years because of their high scalability, ease of resource management, and pay-as …

GRP-HEFT: A budget-constrained resource provisioning scheme for workflow scheduling in IaaS clouds

HR Faragardi, MRS Sedghpour… - … on Parallel and …, 2019 - ieeexplore.ieee.org
In Infrastructure as a Service (IaaS) Clouds, users are charged to utilize cloud services
according to a pay-per-use model. If users intend to run their workflow applications on cloud …

Workflow scheduling in cloud: a survey

F Wu, Q Wu, Y Tan - The Journal of Supercomputing, 2015 - Springer
To program in distributed computing environments such as grids and clouds, workflow is
adopted as an attractive paradigm for its powerful ability in expressing a wide range of …

Mashup: making serverless computing useful for hpc workflows via hybrid execution

RB Roy, T Patel, V Gadepally, D Tiwari - Proceedings of the 27th ACM …, 2022 - dl.acm.org
This work introduces Mashup, a novel strategy to leverage serverless computing model for
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …

Dependency-aware computation offloading for mobile edge computing with edge-cloud cooperation

L Chen, J Wu, J Zhang, HN Dai… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Most of existing Multi-access edge computing (MEC) studies consider the remote cloud
server as a special edge server, the opportunity of edge-cloud collaboration has not been …

Cost and energy aware scheduling algorithm for scientific workflows with deadline constraint in clouds

Z Li, J Ge, H Hu, W Song, H Hu… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Cloud computing is a suitable platform to execute the deadline-constrained scientific
workflows which are typical big data applications and often require many hours to finish …

MOWS: multi-objective workflow scheduling in cloud computing based on heuristic algorithm

F Abazari, M Analoui, H Takabi, S Fu - Simulation Modelling Practice and …, 2019 - Elsevier
Cloud computing is emerging with growing popularity in workflow scheduling, especially for
scientific workflow. Deploying data-intensive workflows in the cloud brings new factors to be …

A security and cost aware scheduling algorithm for heterogeneous tasks of scientific workflow in clouds

Z Li, J Ge, H Yang, L Huang, H Hu, H Hu… - Future Generation …, 2016 - Elsevier
Security is increasingly critical for various scientific workflows that are big data applications
and typically take quite amount of time being executed on large-scale distributed …