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IPPS
2007
IEEE
13 years 10 months ago
Knowledge and Cache Conscious Algorithm Design and Systems Support for Data Mining Algorithms
The knowledge discovery process is interactive in nature and therefore minimizing query response time is imperative. The compute and memory intensive nature of data mining algorit...
Amol Ghoting, Gregory Buehrer, Matthew Goyder, Shi...
KDD
2005
ACM
106views Data Mining» more  KDD 2005»
14 years 4 months ago
Simultaneous optimization of complex mining tasks with a knowledgeable cache
With an increasing use of data mining tools and techniques, we envision that a Knowledge Discovery and Data Mining System (KDDMS) will have to support and optimize for the followi...
Ruoming Jin, Kaushik Sinha, Gagan Agrawal
RTCSA
2003
IEEE
13 years 9 months ago
Real-Time Disk Scheduling with On-Disk Cache Conscious
Previous real-time disk scheduling algorithms assume that each disk request incurs a disk mechanical operation and only consider how to move the disk head under real-time constrain...
Hsung-Pin Chang, Ray-I Chang, Wei Kuan Shih, Ruei-...
VLDB
1999
ACM
151views Database» more  VLDB 1999»
13 years 8 months ago
Cache Conscious Indexing for Decision-Support in Main Memory
As random access memory gets cheaper, it becomes increasingly affordable to build computers with large main memories. We consider decision support workloads within the context of...
Jun Rao, Kenneth A. Ross