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CCGRID
2006
IEEE
16 years 5 days ago
Network Bandwidth Predictor (NBP): A System for Online Network performance Forecasting
The applicability of network-based computing depends on the availability of the underlying network bandwidth. However, network resources are shared and the available network bandw...
Alaknantha Eswaradass, Xian-He Sun, Ming Wu
EUROSYS
2009
ACM
16 years 3 months ago
Predicting replicated database scalability from standalone database profiling
This paper develops analytical models to predict the throughput and the response time of a replicated database using measurements of the workload on a standalone database. These m...
Sameh Elnikety, Steven G. Dropsho, Emmanuel Cecche...
ECRTS
2005
IEEE
15 years 11 months ago
A Robust Implicit Access Protocol for Real-Time Wireless Collaboration
Advances in wireless technology have brought us closer to extensive deployment of distributed real-time embedded systems connected through a wireless channel. The medium access co...
Tanya L. Crenshaw, Ajay Tirumala, Spencer Hoke, Ma...
ICDE
2009
IEEE
140views Database» more  ICDE 2009»
16 years 7 months ago
Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning
One of the most challenging aspects of managing a very large data warehouse is identifying how queries will behave before they start executing. Yet knowing their performance charac...
Archana Ganapathi, Harumi A. Kuno, Umeshwar Dayal,...
ESANN
2001
15 years 7 months ago
A divide-and-conquer learning architecture for predicting unknown motion
Time varying environments or model selection problems lead to crucial dilemmas in identification and control science. In this paper, we propose a modular prediction scheme consisti...
Patrice Wira, Jean-Philippe Urban, Julien Gresser