Design of a grid service-based platform for in silico protein-ligand screenings
Computer Methods and Programs in Biomedicine
Bringing flexibility to virtual screening for enzymatic inhibitors on the grid
GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing
PIVOT: An adaptive information discovery framework for computational grids
Information Sciences: an International Journal
Hierarchical MapReduce Programming Model and Scheduling Algorithms
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Sigiri: uniform resource abstraction for grids and clouds
Concurrency and Computation: Practice & Experience
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This practices and experience paper describes the coordination, design, implementation, availability, and performance of the Pacific Rim Applications and Grid Middleware Assembly (PRAGMA) Grid Testbed. Applications in high-energy physics, genome annotation, quantum computational chemistry, wildfire simulation, and protein sequence alignment have driven the middleware requirements, and the testbed provides a mechanism for international users to share software beyond the essential, de facto standard Globus core. In this paper, we describe how human factors, resource availability and performance issues have affected the middleware, applications and the testbed design. We also describe how middleware components in grid monitoring, grid accounting, grid Remote Procedure Calls, grid-aware file systems, and grid-based optimization have dealt with some of the major characteristics of our testbed. We also briefly describe a number of mechanisms that we have employed to make software more easily available to testbed administrators.