21-27 March 2009
Prague
Europe/Prague timezone

Efficient Multi-site data movement using Constraint programing for data hungry science

26 Mar 2009, 08:00
1h
Prague

Prague

Prague Congress Centre 5. května 65, 140 00 Prague 4, Czech Republic
Board: Thursday 065
poster Grid Middleware and Networking Technologies Poster session

Speaker

Mr Michal ZEROLA (Nuclear Physics Inst., Academy of Sciences)

Description

For the past decade, HENP experiments have been heading towards a distributed computing model in an effort to concurrently process tasks over enormous data sets that have been increasing in size as a function of time. In order to optimize all available resources (geographically spread) and minimize the processing time, it is necessary to face also the question of efficient data transfers and placements. A key question is whether the time penalty for moving the data to the computational resources is worth the presumed gain. Onward to the truly distributed task scheduling we present the technique using Constraint Programming (CP) approach. The CP technique schedules data transfers from multiple resources considering all available paths of diverse characteristic (capacity, sharing and storage) having minimum user's waiting time as an objective. We introduce a model for planning data transfers to a single destination (data transfer) as well as its extension for an optimal data set spreading strategy (data placement). Several enhancements for solver of CP model will be shown, leading to a faster schedule computation time using symmetry breaking, branch cutting, well studied principles from job-shop scheduling field and several heuristics. Finally, we will present the design and implementation of a corner-stone application aimed at moving datasets according to the schedule. Results will include comparison of performance and trade-off between CP techniques and Peer-2-Peer model from simulation framework as well as the real case scenario taken from a practical usage of CP scheduler.
Presentation type (oral | poster) oral

Primary authors

Dr Jerome LAURET (BROOKHAVEN NATIONAL LABORATORY) Mr Michal ZEROLA (Nuclear Physics Inst., Academy of Sciences)

Co-authors

Dr Michal SUMBERA (Nuclear Physics Inst., Academy of Sciences, Praha) Prof. Roman BARTAK (Faculty of Mathematics and Physics, Charles University, Praha)

Presentation Materials