The Wisconsin Wind Tunnel: virtual prototyping of parallel computers
SIGMETRICS '93 Proceedings of the 1993 ACM SIGMETRICS conference on Measurement and modeling of computer systems
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Proceedings of the fourth workshop on I/O in parallel and distributed systems: part of the federated computing research conference
Journal of Parallel and Distributed Computing
The design and evaluation of a high-performance earth science database
Parallel Computing - Special issues on applications: parallel data servers and applications
Parallel simulation of parallel file systems and I/O programs
SC '97 Proceedings of the 1997 ACM/IEEE conference on Supercomputing
Complete Computer System Simulation: The SimOS Approach
IEEE Parallel & Distributed Technology: Systems & Technology
Parallel Mining of Association Rules
IEEE Transactions on Knowledge and Data Engineering
Titan: A High-Performance Remote Sensing Database
ICDE '97 Proceedings of the Thirteenth International Conference on Data Engineering
Infrastructure for Building Parallel Database Systems for Multi-Dimensional Data
IPPS '99/SPDP '99 Proceedings of the 13th International Symposium on Parallel Processing and the 10th Symposium on Parallel and Distributed Processing
Accurate Performance Prediction for Assively Parallel Systems and Its Applications
Euro-Par '96 Proceedings of the Second International Euro-Par Conference on Parallel Processing-Volume II
PerPreT - A Performance Prediction Tool for Massive Parallel Sysytems
MMB '95 Proceedings of the 8th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation: Quantitative Evaluation of Computing and Communication Systems
Speed vs. Accuracy in Simulation for I/O-Intensive Applications
IPDPS '00 Proceedings of the 14th International Symposium on Parallel and Distributed Processing
(R) Simulating Message-Driven Programs
ICPP '96 Proceedings of the Proceedings of the 1996 International Conference on Parallel Processing - Volume 3
Performance Modeling of Distributed Hybrid Architectures
IEEE Transactions on Parallel and Distributed Systems
Proceedings of the Conference on Design, Automation and Test in Europe
A code isolator: isolating code fragments from large programs
LCPC'04 Proceedings of the 17th international conference on Languages and Compilers for High Performance Computing
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This paper presents a simulation-based performance prediction framework for large-scale, data-intensive applications on large-scale machines. The framework consists of two components: application emulators and a suite of simulators. Application emulators provide a parameterized model of data access and computation patterns of the applications and enable changing critical application components (input data partitioning, data declustering, processing structure, etc.). The suite of simulators executes quickly on a high performance workstation to allow performance prediction of large-scale parallel machine configurations. The key to efficient simulation of very large configurations is to elide the majority of low-level hardware events while preserving data dependencies and distributions. The authors evaluate their performance prediction tool using a set of three data-intensive applications.