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A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows
[chapter]
2008
Lecture Notes in Computer Science
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Capturing provenance information in scientific workflows is not only useful for determining data-dependencies, but also for a wide range of queries including fault tolerance and usage statistics. ...
It also describes how the collected information based on these dependencies could be used for a fault tolerance framework in different models of computation. ...
DE-FC02-07ER25811 for SDM Center, NSF Award No. DBI 0619060 for REAP, and NSF Award OCI-0722079 for Kepler CORE. ...
doi:10.1007/978-3-540-89965-5_17
fatcat:6b67bm3q55dc7ca5vgnxivbaa4
Towards a Grid Platform for Scientific Workflows Management
2009
arXiv
pre-print
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fault tolerance support. ...
Although a wide range of workflow engines are developed in enterprise environments, the open source engines available for scientific applications lack some functionalities or are too difficult to use for ...
In Section 4 we present the most commonly used fault tolerance mechanisms and our approach for this aspect. ...
arXiv:0910.0626v1
fatcat:d6hh6e3v6vfeln7ep5rex4buey
Dynamic execution of scientific workflows in cloud
2016
2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)
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Scientific workflows have emerged in the past decade as a new solution for representing complex scientific experiments. ...
In this paper we investigate dynamic execution capabilities, focused on fault tolerance behavior in the Occopus framework which was developed by SZTAKI and was targeted to provide automatic features for ...
and propose a fault tolerant mechanism which is based on the workflow structure and replication technique. ...
doi:10.1109/mipro.2016.7522162
dblp:conf/mipro/KailKKK16
fatcat:vvtb7itkz5dsbpasqrndnisffy
Theoretical enzyme design using the Kepler scientific workflows on the Grid
2010
Procedia Computer Science
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parallelism, provenance tracking, fault tolerance and workflow reuse, which results in an automated, pipelined, efficient, extensible, stable, and easy-to-use computational process for enzyme design. many ...
This paper presents a scientific workflow based approach to facilitate the inside-out enzyme design process in the Grid execution environment by providing features such as resource consolidation, task ...
This work was supported by NSF SDCI Award OCI-0722079 for Kepler/CORE, NSF CEO:P Award No. DBI 0619060 for REAP, DOE SciDac Award No. DE-FC02-07ER25811 for SDM Center, and UCGRID Project. ...
doi:10.1016/j.procs.2010.04.131
fatcat:yvu4usd4r5bandir4yztbcnp3u
Trident: Scientific Workflow Workbench for Oceanography
2008
2008 IEEE Congress on Services - Part I
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Trident is being developed in collaboration with the scientific community for use in a number of ongoing escience projects that make use of scientific workflows. ...
We introduce Trident, a scientific workflow workbench that is built on top of a commercial workflow system to leverage existing functionality. ...
that schedules workflows on HPC clusters, and a fault-tolerance and recovery service for workflows. ...
doi:10.1109/services-1.2008.101
dblp:conf/services/BargaJAGGGL08
fatcat:2hnwrhdjwfhsxkdchimhplqf6q
The Trident Scientific Workflow Workbench
2008
2008 IEEE Fourth International Conference on eScience
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Trident is being developed in collaboration with the scientific community for use in a number of ongoing escience projects that make use of scientific workflows. ...
We introduce Trident, a scientific workflow workbench that is built on top of a commercial workflow system to leverage existing functionality. ...
that schedules workflows on HPC clusters, and a fault-tolerance and recovery service for workflows. ...
doi:10.1109/escience.2008.126
dblp:conf/eScience/BargaJAGGS08
fatcat:kwfpke3nwneujj73hfpkzt57b4
Improving Many-Task computing in scientific workflows using P2P techniques
2010
2010 3rd Workshop on Many-Task Computing on Grids and Supercomputers
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We present a fault tolerance mechanism, a dynamic resource management and a hierarchical organization of computing nodes to handle workflow instances execution properly. ...
Large-scale scientific experiments are usually supported by scientific workflows that may demand high performance computing infrastructure. ...
To improve MTC scheduling and execution for scientific workflows, P2P techniques may help providing fault tolerant mechanisms and dynamic resource management. ...
doi:10.1109/mtags.2010.5699430
dblp:conf/sc/DiasO0PM10
fatcat:bjilkiz6tnasrf744ejrnzfwqy
Lattice QCD Workflows: A Case Study
2008
2008 IEEE Fourth International Conference on eScience
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This paper discusses the application of existing workflow management systems to a real world science application (LQCD). Typical workflows and execution environment used in production are described. ...
Requirements for the LQCD production system are discussed. The workflow management systems Askalon and Swift were tested by implementing the LQCD workflows and evaluated against the requirements. ...
Among the most relevant requirements the data provenance and fault tolerance for participants and workflows have the highest priority. ...
doi:10.1109/escience.2008.168
dblp:conf/eScience/PiccoliKSSJHSS08
fatcat:nelztlz4hfeybgu7odyrhaan6m
Provenance Based Checkpointing Method for Dynamic Health Care Smart System
2016
Scalable Computing : Practice and Experience
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In this work we give a brief overview of the different checkpointing techniques and propose two new provenance based checkpointing algorithms which uses the information stored in the workflow structure ...
In HPC environment high number of failures can arise during health care smart systems workflow enactment, so the use of fault tolerance techniques is unavoidable. ...
This work was supported by EU project SCI-BUS (SCIentific gateway Based User Support). ...
doi:10.12694/scpe.v17i2.1162
fatcat:jo66bmpfuzhl5i2bf2uyelewpi
FT-Grid: a system for achieving fault tolerance in grids
2008
Concurrency and Computation
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We then illustrate a potential problem with voting-based fault-tolerance schemes in the service-oriented paradigm-namely that individual channels within a fault-tolerant system, supposed to be independent ...
The FT-Grid system introduces a fault-tolerance framework that allows faults occurring in serviceoriented systems to be tolerated, thus increasing the dependability of such systems. ...
to provide a fault-tolerance mechanism. ...
doi:10.1002/cpe.1266
fatcat:l4drae2s7bg57piin5tpad72xa
Fault-Tolerant Scheduling for Scientific Workflows in Cloud Environments
2017
2017 IEEE 7th International Advance Computing Conference (IACC)
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In this paper, a new heuristic called Cluster based Heterogeneous Earliest Finish Time (C-HEFT) algorithm to enhance the scheduling and fault tolerance mechanism for SWf in highly distributed cloud environments ...
Executing clustered tasks has proven to be an efficient method to improve the computation of Scientific Workflows (SWf) on clouds. ...
In this paper, a new heuristic called Cluster based Heterogeneous Earliest Finish Time (C-HEFT) algorithm to enhance the scheduling and fault tolerance mechanism for SWf in highly distributed cloud environments ...
doi:10.1109/iacc.2017.0043
fatcat:qbxxgmveqner3kr3juqicsnelu
Scalable Workflow-Driven Hydrologic Analysis in HydroFrame
[chapter]
2020
Lecture Notes in Computer Science
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The Kepler workflow ensures complete reproducibility through a built-in provenance framework that collects workflow specific parameters, software versions, and hardware system configuration. ...
As a part of HydroFrame, we seek to design innovative workflow solutions that create pathways to enable hydrologic analysis for three target user groups: the modeler, the analyzer, and the domain science ...
This work is supported by NSF OAC CSSI 1835855, and DOE DE-SC0012630 for IPPD. ...
doi:10.1007/978-3-030-50371-0_20
fatcat:c6632vj24nd25dcdq73i6bxhyu
Facilitating e-Science Discovery Using Scientific Workflows on the Grid
[chapter]
2011
Guide to e-Science
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, provenance tracking, fault tolerance, and workflow reuse. ...
This chapter explains how scientific workflow systems can facilitate e-Science discovery in Grid environments by providing features including scientific process automation, resource consolidation, parallelism ...
This work was supported by NSF SDCI Award OCI-0722079 for Kepler/ CORE, NSF CEO:P Award No. DBI 0619060 for REAP, DOE SciDac Award No. DE-FC02-07ER25811 for SDM Center, and UCGRID Project. ...
doi:10.1007/978-0-85729-439-5_13
dblp:series/ccn/WangKKJJCASLH11
fatcat:66f2iqtcabbe3dp6ijprsavjgi
An Architectural Model for a Grid based Workflow Management Platform in Scientific Applications
[article]
2011
arXiv
pre-print
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fault tolerance support. ...
In this work we propose an architectural model for a grid based workflow management platform providing features like an intuitive way to describe workflows, efficient data handling mechanisms and flexible ...
mechanisms and flexible fault tolerance
support. ...
arXiv:1106.5846v1
fatcat:2gung2hfb5egjd4iofvripuaui
A Survey of Data-Intensive Scientific Workflow Management
2015
Journal of Grid Computing
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A data-intensive scientific workflow is useful for modeling such process. ...
Finally, we identify research issues for improving the execution of data-intensive scientific workflows in a multisite cloud. ...
The fault tolerance functionality of Kepler can be achieved by a framework that provides three complementary mechanisms. ...
doi:10.1007/s10723-015-9329-8
fatcat:5urst5aphjftbli3pukmnbutri
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