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ICDM
2007
IEEE
131views Data Mining» more  ICDM 2007»
15 years 4 months ago
Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures
Inspired by emerging multi-core computer architectures, in this paper we present MT CLOSED, a multi-threaded algorithm for frequent closed itemset mining (FCIM). To the best of ou...
Claudio Lucchese, Salvatore Orlando, Raffaele Pere...
IPPS
2007
IEEE
15 years 4 months ago
Model-Guided Empirical Optimization for Multimedia Extension Architectures: A Case Study
Compiler technology for multimedia extensions must effectively utilize not only the SIMD compute engines but also the various levels of the memory hierarchy: superword registers,...
Chun Chen, Jaewook Shin, Shiva Kintali, Jacqueline...
IISWC
2006
IEEE
15 years 3 months ago
An Architectural Characterization Study of Data Mining and Bioinformatics Workloads
— Data mining is the process of automatically finding implicit, previously unknown, and potentially useful information from large volumes of data. Recent advances in data extrac...
Berkin Özisikyilmaz, Ramanathan Narayanan, Jo...
ASPLOS
2006
ACM
15 years 3 months ago
A performance counter architecture for computing accurate CPI components
Cycles per Instruction (CPI) stacks break down processor execution time into a baseline CPI plus a number of miss event CPI components. CPI breakdowns can be very helpful in gaini...
Stijn Eyerman, Lieven Eeckhout, Tejas Karkhanis, J...
FPL
2009
Springer
145views Hardware» more  FPL 2009»
15 years 2 months ago
Run-time Partial Reconfiguration speed investigation and architectural design space exploration
Run-time Partial Reconfiguration (PR) speed is significant in applications especially when fast IP core switching is required. In this paper, we propose to use Direct Memory Acce...
Ming Liu, Wolfgang Kuehn, Zhonghai Lu, Axel Jantsc...