A reliability aware algorithm for workflow scheduling on cloud spot instances using artificial neural network

H Ghavamipoor, SAK Mousavi… - 2020 10th …, 2020 - ieeexplore.ieee.org
IT infrastructures are rapidly growing due to the increased demand for computing power
used by applications. Furthermore, modern cloud data centers are hosting various advanced …

Reliability-aware workflow scheduling using monte carlo failure estimation in cloud

N Rehani, R Garg - … of International Conference on Communication and …, 2017 - Springer
Cloud Computing is a novel paradigm which offers large-scale resources and services
through the Internet. These services are supported by huge data centers with thousands of …

Reliability Based Workflow Scheduling on Cloud Computing with Deadline Constraint

S Khurana, G Sharma, M Kumar, N Goyal… - Wireless Personal …, 2023 - Springer
Distributed computing workflow is an effective paradigm to express a range of applications
with cloud computing platforms for scientific research explorations. One of the most difficult …

Compensatory Aggregation based Failure Aware Cloud Workflow Scheduling

S Chitra - 2020 2nd International Conference on Innovative …, 2020 - ieeexplore.ieee.org
Scientific and business application workflows modeled as directed acyclic graphs represent
the complex computational problems, which are to be executed in distributed computing …

Workflow scheduling with data transfer optimisation and enhancement of reliability in cloud data centres

K Oukfif, F Oulebsir-Boumghar… - International …, 2020 - inderscienceonline.com
Infrastructure as a service (IaaS) clouds offer huge opportunities to solve large-scale
scientific problems. Executing workflows in such environments can be expensive in time if …

Planning workflow executions when using spot instances in the cloud

RG Martinez, A Lopes, L Rodrigues - Proceedings of the 34th ACM …, 2019 - dl.acm.org
When running workflows in the cloud it is appealing to use spot instances that can be
acquired at a fraction of the cost of on-demand instances. Unfortunately, spot instances can …

An intelligent water drops-based workflow scheduling for IaaS cloud

M Adhikari, T Amgoth - Applied Soft Computing, 2019 - Elsevier
Cloud computing is an emerging technology in a distributed environment with a collection of
large-scale heterogeneous systems. One of the challenging issues in the cloud data center …

A makespan-optimized task-level scheduling strategy for cloud workflow systems

R Zhang, W Shi - 2021 2nd International Seminar on Artificial …, 2021 - ieeexplore.ieee.org
Cloud-based workflow systems is a platform which can be embedded in a cloud computing
infrastructure. Virtual machine has the ability to run multi-tasks simultaneously and time …

A predictive-trend-aware and critical-path-estimation-based method for workflow scheduling upon cloud services

Y Pan, X Sun, Y Xia, W Zheng… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The cloud computing paradigm is featured by its ability to offer elastic computational
resource provisioning patterns and deliver on-demand and versatile services. It's thus …

An optimizing algorithm for deadline constrained scheduling of scientific workflows in iaas clouds using spot instances

S Cao, K Deng, K Ren, X Li, T Nie… - 2019 IEEE Intl Conf on …, 2019 - ieeexplore.ieee.org
In recent years, due the advantages of on-demand resource provisioning and pay-as-you-go
billing model, IaaS clouds are becoming more and more popular for performing large-scale …