The predilection of scientific applications toward a high-performance computing system is attained through the emergence of the cloud. Large-scale scientific applications can be …
Scientific workflows consist of numerous tasks subject to constraints on data dependency. Effective workflow scheduling is perpetually necessary to efficiently utilize the provided …
The phenomenal advancement of technology paved the way for the execution of complex scientific applications. The emergence of the cloud provides a distributed heterogeneous …
Workflows are adopted as a powerful modeling technique to represent diverse applications in different scientific fields as a number of loosely coupled tasks. Given the unique features …
N Zhou, W Lin, W Feng, F Shi, X Pang - Cluster Computing, 2023 - Springer
In cloud computing environments, it is a great challenge to schedule a workflow application because it is an NP-complete problem. Particularly, scheduling workflows with different …
P Lu, G Zhang, Z Zhu, X Zhou, J Sun… - Journal of Circuits …, 2019 - World Scientific
Scientific workflow is a common model to organize large scientific computations. It borrows the concept of workflow in business activities to manage the complicated processes in …
MA Rodriguez, R Buyya - IEEE transactions on cloud …, 2014 - ieeexplore.ieee.org
Cloud computing is the latest distributed computing paradigm and it offers tremendous opportunities to solve large-scale scientific problems. However, it presents various …
Benefiting from rich resources and virtualization technologies, hybrid cloud has emerged as a promising solution to processing large-scale scientific workflow applications for users in a …
X Geng, Y Mao, M Xiong, Y Liu - Cluster Computing, 2019 - Springer
As an emerging business computing model, cloud computing needs to deal with the scientific workflow submitted by user groups. How to efficiently schedule massive tasks of …