A survey of modern scientific workflow scheduling algorithms and systems in the era of big data

J Liu, S Lu, D Che - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
… 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 …

Orchestrating big data analysis workflows in the cloud: research challenges, survey, and future directions

M Barika, S Garg, AY Zomaya, L Wang… - … Computing Surveys  …, 2019 - dl.acm.org
… 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 …

[PDF][PDF] eScience and big data workflow in clouds: a taxonomy and survey

AC Zhou, B He, S Ibrahim, R Buyya… - Big data: Principles …, 2016 - comp.nus.edu.sg
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 …

The many faces of data-centric workflow optimization: a survey

G Kougka, A Gounaris, A Simitsis - … Journal of Data Science and Analytics, 2018 - Springer
… , 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 …

Workflow scheduling in cloud: a survey

F Wu, Q Wu, Y Tan - The Journal of Supercomputing, 2015 - Springer
… 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

A survey of big workflow

MA Aziz, JH Abawajy, IU Haq, INM Nasir - Proceedings of the International …, 2019 - Springer
… 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 …

A survey on scheduling strategies for workflows in cloud environment and emerging trends

M Adhikari, T Amgoth, SN Srirama - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
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 …

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 …

A characterization of workflow management systems for extreme-scale applications

RF Da Silva, R Filgueira, I Pietri, M Jiang… - Future Generation …, 2017 - Elsevier
workflowworkflow management systems in terms of workflow execution models,
heterogeneous computing environments, and data access methods. The paper also surveys

Big data scientific workflows in the cloud: Challenges and future prospects

S Khan, SA Ali, N Hasan, KA Shakil, M Alam - … for Geospatial Big Data …, 2019 - Springer
… 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 …