A survey of modern scientific workflow scheduling algorithms and systems in the era of big data
… Abstract—This paper provides a survey of the state-ofthe-art workflow scheduling … scientific
workflows involving big data. The survey also reviews a few selected representative scientific …
workflows involving big data. The survey also reviews a few selected representative scientific …
Orchestrating big data analysis workflows in the cloud: research challenges, survey, and future directions
… of these workflows as well as the challenges in achieving these requirements. We also
survey current trends and research that supports orchestration of big data workflows and identify …
survey current trends and research that supports orchestration of big data workflows and identify …
[PDF][PDF] eScience and big data workflow in clouds: a taxonomy and survey
The development of computer science and technology widens our view to the world. As a
result, the amount of data observed from the world to be stored and processed has become …
result, the amount of data observed from the world to be stored and processed has become …
The many faces of data-centric workflow optimization: a survey
… , such as big data analytics. This survey focuses on data-centric workflows (or workflows
for data … workflows take to compute give rise to the need for optimization. In general, data-centric …
for data … workflows take to compute give rise to the need for optimization. In general, data-centric …
Workflow scheduling in cloud: a survey
… of cloud platform, the problem of workflow scheduling in cloud becomes an important …
review on workflow scheduling algorithms. Then, we make a comprehensive survey of workflow …
review on workflow scheduling algorithms. Then, we make a comprehensive survey of workflow …
A survey of big workflow
… by Big Data. This paper provides an overview of the opportunities and challenges of big
workflow within the context of workflow applications and systems. By applying big workflow in …
workflow within the context of workflow applications and systems. By applying big workflow in …
A survey on scheduling strategies for workflows in cloud environment and emerging trends
… survey on various types of workflow models along with their scheduling strategy. The workflow
… classified into two categories, synthetic workflows, and scientific workflows. The synthetic …
… classified into two categories, synthetic workflows, and scientific workflows. The synthetic …
Applying big data paradigms to a large scale scientific workflow: Lessons learned and future directions
S Caíno-Lores, A Lapin, J Carretero, P Kropf - Future Generation Computer …, 2020 - Elsevier
… In this work, we focus not only in the design and deployment of Big-Data inspired scientific
workflows, but also in the performance and scalability issues they inherit from the platform and …
workflows, but also in the performance and scalability issues they inherit from the platform and …
A characterization of workflow management systems for extreme-scale applications
… workflow … workflow management systems in terms of workflow execution models,
heterogeneous computing environments, and data access methods. The paper also surveys …
heterogeneous computing environments, and data access methods. The paper also surveys …
Big data scientific workflows in the cloud: Challenges and future prospects
… the cloud paradigm fit into the scientific workflow concept for big data analytics. The section
that … This paper identifies Workflow Scheduling algorithms and scientific workflows in the …
that … This paper identifies Workflow Scheduling algorithms and scientific workflows in the …