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ACM SIGCOMM Computer Communication Review
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ICS '98 Proceedings of the 12th international conference on Supercomputing
The grid: blueprint for a new computing infrastructure
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IEEE/ACM Transactions on Networking (TON)
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Supercomputing '96 Proceedings of the 1996 ACM/IEEE conference on Supercomputing
Numerical libraries and the grid: the GrADS experiments with ScaLAPACK
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IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Autopilot: Adaptive Control of Distributed Applications
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
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HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
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HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
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CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
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GRID '02 Proceedings of the Third International Workshop on Grid Computing
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ACM SIGMETRICS Performance Evaluation Review
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GRID '03 Proceedings of the 4th International Workshop on Grid Computing
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GRID '03 Proceedings of the 4th International Workshop on Grid Computing
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GRID '05 Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing
A machine learning approach to TCP throughput prediction
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
On the predictability of large transfer TCP throughput
Computer Networks: The International Journal of Computer and Telecommunications Networking
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Feedback-controlled resource sharing for predictable eScience
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Future Generation Computer Systems
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Journal of Systems and Software
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IEEE/ACM Transactions on Networking (TON)
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Future Generation Computer Systems
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This paper describes a new technique in the Network Weather Service for producing multi-variate forecasts. The new technique uses the NWS's univariate forecasters and emprically gathered Cumulative Distribution Functions (CDFs) to make predictions from correlated measurement streams. Experimental results are shown in which throughput is predicted for long TCP/IP transfers from short NWS network probes.