Quantitative system performance: computer system analysis using queueing network models
Quantitative system performance: computer system analysis using queueing network models
A performance evaluation of a general parallel processing model
SIGMETRICS '90 Proceedings of the 1990 ACM SIGMETRICS conference on Measurement and modeling of computer systems
A dynamic processor allocation policy for multiprogrammed shared-memory multiprocessors
ACM Transactions on Computer Systems (TOCS)
Robust partitioning policies of multiprocessor systems
Performance Evaluation - Special issue: performance modeling of parallel processing systems
Analysis of the impact of memory in distributed parallel processing systems
SIGMETRICS '94 Proceedings of the 1994 ACM SIGMETRICS conference on Measurement and modeling of computer systems
SIGMETRICS '94 Proceedings of the 1994 ACM SIGMETRICS conference on Measurement and modeling of computer systems
Coordinated allocation of memory and processors in multiprocessors
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Stochastic analysis of gang scheduling in parallel and distributed systems
Performance Evaluation
Lessons from characterizating the input/output behavior of parallel scientific applications
Performance Evaluation - Special issue on tools for performance evaluation
On the Benefits and Limitations of Dynamic Partitioning in Parallel Computer Systems
IPPS '95 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
IPPS '95 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
I/O Requirements of Scientific Applications: An Evolutionary View
HPDC '96 Proceedings of the 5th IEEE International Symposium on High Performance Distributed Computing
Extensible Resource Management For Cluster Computing
ICDCS '97 Proceedings of the 17th International Conference on Distributed Computing Systems (ICDCS '97)
The impact of spatial layout of jobs on parallel I/O performance
Proceedings of the sixth workshop on I/O in parallel and distributed systems
Implicit coscheduling: coordinated scheduling with implicit information in distributed systems
ACM Transactions on Computer Systems (TOCS)
A simulation model of backfilling and I/O scheduling in a partitionable parallel system
Proceedings of the 32nd conference on Winter simulation
Models of Parallel Applications with Large Computation and I/O Requirements
IEEE Transactions on Software Engineering
Integrated Performance Models for SPMD Applications and MIMD Architectures
IEEE Transactions on Parallel and Distributed Systems
Integrated Performance Models for SPMD Applications and MIMD Architectures
IEEE Transactions on Parallel and Distributed Systems
Benchmarks and Standards for the Evaluation of Parallel Job Schedulers
IPPS/SPDP '99/JSSPP '99 Proceedings of the Job Scheduling Strategies for Parallel Processing
Improving Parallel Job Scheduling Using Runtime Measurements
IPDPS '00/JSSPP '00 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Workload Characterization Issues and Methodologies
Performance Evaluation: Origins and Directions
Parallel Job Scheduling: A Performance Perspective
Performance Evaluation: Origins and Directions
Performance Analysis of Parallel Job Scheduling in Distributed Systems
ANSS '03 Proceedings of the 36th annual symposium on Simulation
IEEE Transactions on Parallel and Distributed Systems
A methodology for detailed performance modeling of reduction computations on SMP machines
Performance Evaluation - Performance modelling and evaluation of high-performance parallel and distributed systems
The impact of spatial layout of jobs on I/O hotspots in mesh networks
Journal of Parallel and Distributed Computing - Special issue: Design and performance of networks for super-, cluster-, and grid-computing: Part I
Adaptive parallel I/O scheduling algorithm for multiprogrammed systems
Future Generation Computer Systems - Parallel input/output management techniques (PIOMT) in cluster and grid computing
Distributed File Streamer: A Framework for Distributed Application Data Coupling
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Adaptive parallel I/O scheduling algorithm for multiprogrammed systems
Future Generation Computer Systems - Parallel input/output management techniques (PIOMT) in cluster and grid computing
Dynamic resource allocation of computer clusters with probabilistic workloads
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
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In this paper we systematically examine various performance issues involved in the coordinated allocation of processor and disk resources in large-scale parallel computer systems. Models are formulated to investigate the I/O and computation behavior of parallel programs and workloads, and to analyze parallel scheduling policies under such workloads. These models are parameterized by measurements of parallel programs, and they are solved via analytic methods and simulation. Our results provide important insights into the performance of parallel applications and resource management strategies when I/O demands are not negligible.