Preference---Based Matchmaking of Grid Resources with CP---Nets

Authors:
Massimo Cafaro;Maria Mirto;Giovanni Aloisio
Affiliations:
University of Salento, Lecce, Italy and CMCC--Euro-Mediterranean Centre on Climate Change, Lecce, Italy;CMCC--Euro-Mediterranean Centre on Climate Change, Lecce, Italy;University of Salento, Lecce, Italy and CMCC--Euro-Mediterranean Centre on Climate Change, Lecce, Italy
Venue:
Journal of Grid Computing
Year:
2013

Citing 33
Cited 0

InfoSleuth: agent-based semantic integration of information in open and dynamic environments

SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Heterogeneous Agent Systems

Heterogeneous Agent Systems
Larks: Dynamic Matchmaking Among Heterogeneous Software Agents in Cyberspace

Autonomous Agents and Multi-Agent Systems
Overview of a Performance Evaluation System for Global Computing Scheduling Algorithms

HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
Design and Evaluation of a Resource Selection Framework for Grid Applications

HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Simulation of Dynamic Data Replication Strategies in Data Grids

IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Grid Information Services for Distributed Resource Sharing

HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
The workload on parallel supercomputers: modeling the characteristics of rigid jobs

Journal of Parallel and Distributed Computing
Scheduling in the Grid application development software project

Grid resource management
Computation scheduling and data replication algorithms for data Grids

Grid resource management
A Constraint Language Approach to Matchmaking

RIDE '04 Proceedings of the 14th International Workshop on Research Issues on Data Engineering: Web Services for E-Commerce and E-Government Applications (RIDE'04)
The Grid 2: Blueprint for a New Computing Infrastructure

The Grid 2: Blueprint for a New Computing Infrastructure
A semantic matchmaker service on the grid

Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Usage Policy-Based CPU Sharing in Virtual Organizations

GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
The Anatomy of the Grid: Enabling Scalable Virtual Organizations

International Journal of High Performance Computing Applications
Evaluation of grid scheduling strategies through NSGrid: a network-aware grid simulator

Neural, Parallel & Scientific Computations - Special issue: Grid computing
Grid Security Services Simulator (G3S) — A Simulation Tool for the Design and Analysis of Grid Security Solutions

E-SCIENCE '05 Proceedings of the First International Conference on e-Science and Grid Computing
GRENCHMARK: A Framework for Analyzing, Testing, and Comparing Grids

CCGRID '06 Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid
The MicroGrid: A scientific tool for modeling Computational Grids

Scientific Programming
Model-Driven Simulation of Grid Scheduling Strategies

E-SCIENCE '07 Proceedings of the Third IEEE International Conference on e-Science and Grid Computing
Grid resource brokering algorithms enabling advance reservations and resource selection based on performance predictions

Future Generation Computer Systems
Grid scheduling simulations with GSSIM

ICPADS '07 Proceedings of the 13th International Conference on Parallel and Distributed Systems - Volume 02
SimGrid: A Generic Framework for Large-Scale Distributed Experiments

UKSIM '08 Proceedings of the Tenth International Conference on Computer Modeling and Simulation
Model-based simulation and performance evaluation of grid scheduling strategies

Future Generation Computer Systems
Resource selection in grid: a taxonomy and a new system based on decision theory, case-based reasoning, and fine-grain policies

Concurrency and Computation: Practice & Experience - The Best of CCGrid'2007: A Snapshot of an ‘Adolescent’ Area
The Pilot Way to Grid Resources Using glideinWMS

CSIE '09 Proceedings of the 2009 WRI World Congress on Computer Science and Information Engineering - Volume 02
CP-nets: a tool for representing and reasoning with conditional ceteris paribus preference statements

Journal of Artificial Intelligence Research
Matchmaking for information agents

IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Dynamic resource selection heuristics for a non-reserved bidding-based Grid environment

Future Generation Computer Systems
Alea 2: job scheduling simulator

Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
Job-resource matchmaking on Grid through two-level benchmarking

Future Generation Computer Systems
Reasoning with conditional ceteris paribus preference statements

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Workload analysis of a cluster in a grid environment

JSSPP'05 Proceedings of the 11th international conference on Job Scheduling Strategies for Parallel Processing

Quantified Score

Hi-index	0.00

Visualization

Abstract

We deal with the problem of preference-based matchmaking of computational resources belonging to a Grid. We introduce CP---Nets, a recent development in the field of Artificial Intelligence, as a means to deal with user's preferences in the context of Grid scheduling. We discuss CP---Nets from a theoretical perspective and then analyze, qualitatively and quantitatively, their impact on the matchmaking process, with the help of a Grid simulator we developed for this purpose. Many different experiments have been setup and carried out, and we report here our main findings and the lessons learnt.