[BOOK][B] Reproducibility and replicability in science

National Academies of Sciences, Policy, Global Affairs… - 2019 - books.google.com
One of the pathways by which the scientific community confirms the validity of a new
scientific discovery is by repeating the research that produced it. When a scientific effort fails …

Chimera: A virtual data system for representing, querying, and automating data derivation

I Foster, J Vockler, M Wilde… - … Conference on Scientific …, 2002 - ieeexplore.ieee.org
A lot of scientific data is not obtained from measurements but rather derived from other data
by the application of computational procedures. We hypothesize that explicit representation …

Pegasus: Map** scientific workflows onto the grid

E Deelman, J Blythe, Y Gil, C Kesselman… - Grid Computing: Second …, 2004 - Springer
In this paper we describe the Pegasus system that can map complex workflows onto the
Grid. Pegasus takes an abstract description of a workflow and finds the appropriate data and …

On death, taxes, and the convergence of peer-to-peer and grid computing

I Foster, A Iamnitchi - Peer-to-Peer Systems II: Second International …, 2003 - Springer
It has been reported [25] that life holds but two certainties, death and taxes. And indeed, it
does appear that any society-and in the context of this article, any large-scale distributed …

Swift: Fast, reliable, loosely coupled parallel computation

Y Zhao, M Hategan, B Clifford, I Foster… - 2007 IEEE Congress …, 2007 - ieeexplore.ieee.org
We present Swift, a system that combines a novel scripting language called SwiftScript with
a powerful runtime system based on CoG Karajan, Falkon, and Globus to allow for the …

Task scheduling strategies for workflow-based applications in grids

J Blythe, S Jain, E Deelman, Y Gil… - CCGrid 2005. IEEE …, 2005 - ieeexplore.ieee.org
Grid applications require allocating a large number of heterogeneous tasks to distributed
resources. A good allocation is critical for efficient execution. However, many existing grid …

HCOC: a cost optimization algorithm for workflow scheduling in hybrid clouds

LF Bittencourt, ERM Madeira - Journal of Internet Services and …, 2011 - Springer
Workflows have been used to represent a variety of applications involving high processing
and storage demands. As a solution to supply this necessity, the cloud computing paradigm …

Map** abstract complex workflows onto grid environments

E Deelman, J Blythe, Y Gil, C Kesselman… - Journal of Grid …, 2003 - Springer
In this paper we address the problem of automatically generating job workflows for the Grid.
These workflows describe the execution of a complex application built from individual …

Dag scheduling using a lookahead variant of the heterogeneous earliest finish time algorithm

LF Bittencourt, R Sakellariou… - 2010 18th Euromicro …, 2010 - ieeexplore.ieee.org
Among the numerous DAG scheduling heuristics suitable for heterogeneous systems, the
Heterogeneous Earliest Finish Time (HEFT) heuristic is known to give good results in short …

Budget-deadline constrained workflow planning for admission control

W Zheng, R Sakellariou - Journal of grid computing, 2013 - Springer
In this paper, we assume an environment with multiple, heterogeneous resources, which
provide services of different capabilities and of a different cost. Users want to make use of …