The distributed ASCI Supercomputer project
ACM SIGOPS Operating Systems Review
Enhanced Algorithms for Multi-site Scheduling
GRID '02 Proceedings of the Third International Workshop on Grid Computing
Job Scheduling Under the Portable Batch System
IPPS '95 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
The UK e-science core programme and the grid
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
A computational economy for grid computing and its implementation in the Nimrod-G resource broker
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
Effective Metacomputing using LSF MultiCluster
CCGRID '01 Proceedings of the 1st International Symposium on Cluster Computing and the Grid
Scheduling From the Perspective of the Application
HPDC '96 Proceedings of the 5th IEEE International Symposium on High Performance Distributed Computing
Matchmaking: Distributed Resource Management for High Throughput Computing
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Trace-Based Simulations of Processor Co-Allocation Policies in Multiclusters
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
On Advantages of Grid Computing for Parallel Job Scheduling
CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
Grid Information Services for Distributed Resource Sharing
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
A framework for adaptive execution in grids
Software—Practice & Experience
The DataTAG transatlantic testbed
Future Generation Computer Systems - Special issue: High-speed networks and services for data-intensive grids: The DataTAG project
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Benchmarking of high throughput computing applications on Grids
Parallel Computing
GridX1: A Canadian computational grid
Future Generation Computer Systems
HPC-Europa: Towards Uniform Access to European HPC Infrastructures
GRID '05 Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing
Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed
International Journal of High Performance Computing Applications
E-SCIENCE '07 Proceedings of the Third IEEE International Conference on e-Science and Grid Computing
A distributed job scheduling and flow management system
ACM SIGOPS Operating Systems Review
Inter-operating grids through delegated matchmaking
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
Enabling Interoperability among Meta-Schedulers
CCGRID '08 Proceedings of the 2008 Eighth IEEE International Symposium on Cluster Computing and the Grid
Future Generation Computer Systems
Solving the grid interoperability problem by P-GRADE portal at workflow level
Future Generation Computer Systems
InterGrid: a case for internetworking islands of Grids
Concurrency and Computation: Practice & Experience
KOALA: a co-allocating grid scheduler
Concurrency and Computation: Practice & Experience
Performance analysis of allocation policies for interGrid resource provisioning
Information and Software Technology
Modeling the Impact of Resource Sharing in Backfilling Policies using the Alvio Simulator
MASCOTS '07 Proceedings of the 2007 15th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
A recursive architecture for hierarchical grid resource management
Future Generation Computer Systems
A decentralized model for scheduling independent tasks in Federated Grids
Future Generation Computer Systems
An experimental system for grid meta-broker evaluation
Proceedings of the 1st ACM workshop on Large-Scale system and application performance
The Resource Usage Aware Backfilling
Job Scheduling Strategies for Parallel Processing
Grid meta-broker architecture: towards an interoperable grid resource brokering service
Euro-Par'06 Proceedings of the CoreGRID 2006, UNICORE Summit 2006, Petascale Computational Biology and Bioinformatics conference on Parallel processing
A job self-scheduling policy for HPC infrastructures
JSSPP'07 Proceedings of the 13th international conference on Job scheduling strategies for parallel processing
Prospects of collaboration between compute providers by means of job interchange
JSSPP'07 Proceedings of the 13th international conference on Job scheduling strategies for parallel processing
A grid resource broker supporting advance reservations and benchmark-based resource selection
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing
Evaluation of a utility computing model based on the federation of grid infrastructures
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
Handling dynamics in diffusive aggregation schemes: An evaporative approach
Future Generation Computer Systems
Job-resource matchmaking on Grid through two-level benchmarking
Future Generation Computer Systems
A novel multi-agent reinforcement learning approach for job scheduling in Grid computing
Future Generation Computer Systems
Adaptive parallel job scheduling with resource admissible allocation on two-level hierarchical grids
Future Generation Computer Systems
Scheduling efficiency of resource information aggregation in grid networks
Future Generation Computer Systems
A task routing approach to large-scale scheduling
Future Generation Computer Systems
ProFID: Practical frequent items discovery in peer-to-peer networks
Future Generation Computer Systems
Enabling Interoperability among Grid Meta-Schedulers
Journal of Grid Computing
Meta-scheduling algorithms for managing inter-cloud interoperability
International Journal of High Performance Computing and Networking
Energy-Aware Scheduling on Multicore Heterogeneous Grid Computing Systems
Journal of Grid Computing
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The increasing demand for high performance computing resources has led to new forms of collaboration of distributed systems, such as grid computing systems. Moreover, the need for interoperability among different grid systems through the use of common protocols and standards has become increased in the last few years. In this paper we describe and evaluate scheduling techniques for multiple grid scenarios. In particular, they consist of the proposed ''bestBrokerRank'' broker selection policy and two different variants. The first one uses the resource information in aggregated forms as input, and the second one also uses the broker average bounded slowdown as a dynamic performance metric. From our evaluations performed with simulation tools, we state that, although the aggregation algorithms lose resource information accuracy, the broker selection policies using aggregated resource data do not penalize their performance significantly. Moreover, we show that the best performance results are obtained with the coordinated policy using dynamic performance information, in addition to aggregated resource information. Therefore, we conclude that delegating part of the scheduling responsibilities to the underlying scheduling layers promotes separation of concerns and is a good way to balance the performance among the different grid systems.