WS-PGRADE: Supporting parameter sweep applications in workflows

Kacsuk, Péter; Karóczkai, Krisztián; Hermann, Gabor; Sipos, Gergely; Kovács, József

doi:10.1109/works.2008.4723955

Cited by 35 publications

(20 citation statements)

References 11 publications

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“…WS-PGRADE supports parameter sweep applications [23]. Parameter sweep applications are scientific simulations where the same simulation needs to be executed for multiple input data sets.…”

Section: Ws-pgrade/gusementioning

confidence: 99%

Extending Science Gateway Frameworks to Support Big Data Applications in the Cloud

et al. 2016

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Cloud computing offers massive scalability and elasticity required by many scientific and commercial applications. Combining the computational and data handling capabilities of clouds with parallel processing also has the potential to tackle Big Data problems efficiently. Science gateway frameworks and workflow systems enable application developers to implement complex applications and make these available for end-users via simple graphical user interfaces. The integration of such frameworks with Big Data processing tools on the cloud opens new opportunities for application developers. This paper investigates how workflow systems and science gateways can be extended with Big Data processing capabilities. A generic approach based on infrastructure aware workflows is suggested and a proof of concept is implemented based on the WS-PGRADE/gUSE science gateway framework and its integration with the Hadoop parallel data processing solution based on the MapReduce paradigm in the cloud. The provided analysis demonstrates that the methods described to

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“…WS-PGRADE supports parameter sweep applications [23]. Parameter sweep applications are scientific simulations where the same simulation needs to be executed for multiple input data sets.…”

Section: Ws-pgrade/gusementioning

confidence: 99%

Extending Science Gateway Frameworks to Support Big Data Applications in the Cloud

et al. 2016

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“…The complete automation of the submission process, directly from the Web-interface is under development; it should face the security issues given by the Grid authentication and a solution similar to those found in several Grid-portals [31].…”

Section: Web-interfacementioning

confidence: 99%

A General Purpose Suite for Job Management, Bookkeeping and Grid Submission

Fella

Luppi

Tomassetti

2011

IJGCA

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“…Together with my colleagues we are currently working on interfacing GMBS with the P-GRADE Portal [46] and the WS-PGRADE portal [43]. Recent Grid usage trends show that …”

Section: Outlook Of Gmbsmentioning

confidence: 99%

“…The brokering-related services of the P-GRADE portal [46] and the gUSE/WS-PGRADE system [43] are based on the contributions of this dissertation. Several scientific projects use or are supported by these systems.…”

Section: Chaptermentioning

confidence: 99%

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Meta-brokering solution for establishing Grid Interoperability

Kertész

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WS-PGRADE: Supporting parameter sweep applications in workflows

Cited by 35 publications

References 11 publications

Extending Science Gateway Frameworks to Support Big Data Applications in the Cloud

Extending Science Gateway Frameworks to Support Big Data Applications in the Cloud

A General Purpose Suite for Job Management, Bookkeeping and Grid Submission

Meta-brokering solution for establishing Grid Interoperability

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