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Title: Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds

Authors:
ORCiD logo; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1365408
Grant/Contract Number:  
ER26110
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Future Generations Computer Systems
Additional Journal Information:
Journal Name: Future Generations Computer Systems Journal Volume: 48 Journal Issue: C; Journal ID: ISSN 0167-739X
Publisher:
Elsevier
Country of Publication:
Netherlands
Language:
English

Citation Formats

Malawski, Maciej, Juve, Gideon, Deelman, Ewa, and Nabrzyski, Jarek. Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds. Netherlands: N. p., 2015. Web. doi:10.1016/j.future.2015.01.004.
Malawski, Maciej, Juve, Gideon, Deelman, Ewa, & Nabrzyski, Jarek. Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds. Netherlands. https://doi.org/10.1016/j.future.2015.01.004
Malawski, Maciej, Juve, Gideon, Deelman, Ewa, and Nabrzyski, Jarek. Wed . "Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds". Netherlands. https://doi.org/10.1016/j.future.2015.01.004.
@article{osti_1365408,
title = {Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds},
author = {Malawski, Maciej and Juve, Gideon and Deelman, Ewa and Nabrzyski, Jarek},
abstractNote = {},
doi = {10.1016/j.future.2015.01.004},
journal = {Future Generations Computer Systems},
number = C,
volume = 48,
place = {Netherlands},
year = {Wed Jul 01 00:00:00 EDT 2015},
month = {Wed Jul 01 00:00:00 EDT 2015}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1016/j.future.2015.01.004

Citation Metrics:
Cited by: 164 works
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Works referenced in this record:

The cost of doing science on the cloud: The Montage example
conference, November 2008

  • Deelman, Ewa; Singh, Gurmeet; Livny, Miron
  • 2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis
  • DOI: 10.1109/SC.2008.5217932

Experiences using cloud computing for a scientific workflow application
conference, January 2011

  • Vöckler, Jens-Sönke; Juve, Gideon; Deelman, Ewa
  • Proceedings of the 2nd international workshop on Scientific cloud computing - ScienceCloud '11
  • DOI: 10.1145/1996109.1996114

Budget-Deadline Constrained Workflow Planning for Admission Control
journal, May 2013


Metrics for heterogeneous scientific workflows: A case study of an earthquake science application
journal, June 2011

  • Callaghan, Scott; Maechling, Philip; Small, Patrick
  • The International Journal of High Performance Computing Applications, Vol. 25, Issue 3
  • DOI: 10.1177/1094342011414743

Bi-Criteria Scheduling of Scientific Grid Workflows
journal, April 2010

  • Prodan, R.; Wieczorek, M.
  • IEEE Transactions on Automation Science and Engineering, Vol. 7, Issue 2
  • DOI: 10.1109/TASE.2009.2014643

HCOC: a cost optimization algorithm for workflow scheduling in hybrid clouds
journal, August 2011

  • Bittencourt, Luiz Fernando; Madeira, Edmundo Roberto Mauro
  • Journal of Internet Services and Applications, Vol. 2, Issue 3
  • DOI: 10.1007/s13174-011-0032-0

A Particle Swarm Optimization-Based Heuristic for Scheduling Workflow Applications in Cloud Computing Environments
conference, April 2010

  • Pandey, Suraj; Wu, Linlin; Guru, Siddeswara Mayura
  • 2010 24th IEEE International Conference on Advanced Information Networking and Applications
  • DOI: 10.1109/AINA.2010.31

Multi-Objective Game Theoretic Schedulingof Bag-of-Tasks Workflows on Hybrid Clouds
journal, January 2014

  • Duan, Rubing; Prodan, Radu; Li, Xiaorong
  • IEEE Transactions on Cloud Computing, Vol. 2, Issue 1, p. 29-42
  • DOI: 10.1109/TCC.2014.2303077

Online cost-efficient scheduling of deadline-constrained workloads on hybrid clouds
journal, June 2013

  • Van den Bossche, Ruben; Vanmechelen, Kurt; Broeckhove, Jan
  • Future Generation Computer Systems, Vol. 29, Issue 4
  • DOI: 10.1016/j.future.2012.12.012

Cost minimization for computational applications on hybrid cloud infrastructures
journal, September 2013


Bi-objective scheduling algorithms for optimizing makespan and reliability on heterogeneous systems
conference, January 2007

  • Dongarra, Jack J.; Jeannot, Emmanuel; Saule, Erik
  • Proceedings of the nineteenth annual ACM symposium on Parallel algorithms and architectures - SPAA '07
  • DOI: 10.1145/1248377.1248423

Scientific workflow applications on Amazon EC2
conference, December 2009

  • Juve, Gideon; Deelman, Ewa; Vahi, Karan
  • 2009 5th IEEE International Conference On E-Science Workshops
  • DOI: 10.1109/ESCIW.2009.5408002

Community Resources for Enabling Research in Distributed Scientific Workflows
conference, October 2014

  • Silva, Rafael Ferreira da; Chen, Weiwei; Juve, Gideon
  • 2014 IEEE 10th International Conference on e-Science (e-Science)
  • DOI: 10.1109/eScience.2014.44

Deadline-constrained workflow scheduling algorithms for Infrastructure as a Service Clouds
journal, January 2013

  • Abrishami, Saeid; Naghibzadeh, Mahmoud; Epema, Dick H. J.
  • Future Generation Computer Systems, Vol. 29, Issue 1
  • DOI: 10.1016/j.future.2012.05.004

Towards a general model of the multi-criteria workflow scheduling on the grid
journal, March 2009


Data Sharing Options for Scientific Workflows on Amazon EC2
conference, November 2010

  • Juve, Gideon; Deelman, Ewa; Vahi, Karan
  • 2010 SC - International Conference for High Performance Computing, Networking, Storage and Analysis, 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis
  • DOI: 10.1109/SC.2010.17

Auto-scaling to minimize cost and meet application deadlines in cloud workflows
conference, January 2011

  • Mao, Ming; Humphrey, Marty
  • Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '11
  • DOI: 10.1145/2063384.2063449

Sky Computing
journal, September 2009

  • Keahey, Katarzyna; Tsugawa, Mauricio; Matsunaga, Andrea
  • IEEE Internet Computing, Vol. 13, Issue 5
  • DOI: 10.1109/MIC.2009.94

CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
journal, August 2010

  • Calheiros, Rodrigo N.; Ranjan, Rajiv; Beloglazov, Anton
  • Software: Practice and Experience, Vol. 41, Issue 1
  • DOI: 10.1002/spe.995

Enforcing QoS in scientific workflow systems enacted over Cloud infrastructures
journal, September 2012

  • Tolosana-Calasanz, Rafael; Bañares, José Ángel; Pham, Congduc
  • Journal of Computer and System Sciences, Vol. 78, Issue 5
  • DOI: 10.1016/j.jcss.2011.12.015

Multiobjective differential evolution for scheduling workflow applications on global Grids
journal, September 2009

  • Talukder, A. K. M. Khaled Ahsan; Kirley, Michael; Buyya, Rajkumar
  • Concurrency and Computation: Practice and Experience, Vol. 21, Issue 13
  • DOI: 10.1002/cpe.1417

Stochastic DAG scheduling using a Monte Carlo approach
journal, December 2013


List Scheduling Algorithm for Heterogeneous Systems by an Optimistic Cost Table
journal, March 2014

  • Arabnejad, Hamid; Barbosa, Jorge G.
  • IEEE Transactions on Parallel and Distributed Systems, Vol. 25, Issue 3
  • DOI: 10.1109/TPDS.2013.57

Multiple Workflow Scheduling Strategies with User Run Time Estimates on a Grid
journal, March 2012

  • Hirales-Carbajal, Adán; Tchernykh, Andrei; Yahyapour, Ramin
  • Journal of Grid Computing, Vol. 10, Issue 2
  • DOI: 10.1007/s10723-012-9215-6

Elastic Site: Using Clouds to Elastically Extend Site Resources
conference, May 2010

  • Marshall, Paul; Keahey, Kate; Freeman, Tim
  • 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
  • DOI: 10.1109/CCGRID.2010.80

Characterization of scientific workflows
conference, November 2008

  • Bharathi, Shishir; Chervenak, Ann; Deelman, Ewa
  • 2008 Third Workshop on Workflows in Support of Large-Scale Science (WORKS 2008)
  • DOI: 10.1109/WORKS.2008.4723958

Automating Application Deployment in Infrastructure Clouds
conference, November 2011

  • Juve, Gideon; Deelman, Ewa
  • 2011 IEEE 3rd International Conference on Cloud Computing Technology and Science (CloudCom), 2011 IEEE Third International Conference on Cloud Computing Technology and Science
  • DOI: 10.1109/CloudCom.2011.102

Why cloud computing will never be free
journal, May 2010


glideinWMS—a generic pilot-based workload management system
journal, July 2008


Multi-objective workflow scheduling in Amazon EC2
journal, November 2013


MOHEFT: A multi-objective list-based method for workflow scheduling
conference, December 2012

  • Durillo, Juan J.; Fard, Hamid Mohammadi; Prodan, Radu
  • 2012 IEEE 4th International Conference on Cloud Computing Technology and Science (CloudCom), 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings
  • DOI: 10.1109/CloudCom.2012.6427573