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CLOUD
2010
ACM
15 years 11 months ago
Stateful bulk processing for incremental analytics
This work addresses the need for stateful dataflow programs that can rapidly sift through huge, evolving data sets. These data-intensive applications perform complex multi-step c...
Dionysios Logothetis, Christopher Olston, Benjamin...
HPCA
2002
IEEE
16 years 6 months ago
A New Memory Monitoring Scheme for Memory-Aware Scheduling and Partitioning
We propose a low overhead, on-line memory monitoring scheme utilizing a set of novel hardware counters. The counters act like pressure gauges indicating the marginal gain in the n...
G. Edward Suh, Srinivas Devadas, Larry Rudolph
CCGRID
2001
IEEE
15 years 9 months ago
Latency Hiding in Dynamic Partitioning and Load Balancing of Grid Computing Applications
The Information Power Grid (IPG) concept developed by NASA is aimed to provide a metacomputing platform for large-scale distributed computations, by hiding the intricacies of a hig...
Sajal K. Das, Daniel J. Harvey, Rupak Biswas
SIGMOD
2005
ACM
254views Database» more  SIGMOD 2005»
16 years 6 months ago
Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring
Given a set of objects P and a query point q, a k nearest neighbor (k-NN) query retrieves the k objects in P that lie closest to q. Even though the problem is well-studied for sta...
Kyriakos Mouratidis, Marios Hadjieleftheriou, Dimi...
EDBT
2011
ACM
256views Database» more  EDBT 2011»
14 years 9 months ago
RanKloud: a scalable ranked query processing framework on hadoop
The popularity of batch-oriented cluster architectures like Hadoop is on the rise. These batch-based systems successfully achieve high degrees of scalability by carefully allocati...
K. Selçuk Candan, Parth Nagarkar, Mithila N...