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ICS
2010
Tsinghua U.
14 years 11 months ago
Timing local streams: improving timeliness in data prefetching
Data prefetching technique is widely used to bridge the growing performance gap between processor and memory. Numerous prefetching techniques have been proposed to exploit data pa...
Huaiyu Zhu, Yong Chen, Xian-He Sun
VLSID
2002
IEEE
96views VLSI» more  VLSID 2002»
15 years 2 months ago
Strategies for Improving Data Locality in Embedded Applications
This paper introduces a dynamic layout optimization strategy to minimize the number of cycles spent in memory accesses in a cache-based memory environment. In this approach, a giv...
N. E. Crosbie, Mahmut T. Kandemir, Ibrahim Kolcu, ...
IPPS
1999
IEEE
15 years 1 months ago
A Graph Based Framework to Detect Optimal Memory Layouts for Improving Data Locality
In order to extract high levels of performance from modern parallel architectures, the effective management of deep memory hierarchies is very important. While architectural advan...
Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanuja...
99
Voted
LCR
1998
Springer
150views System Software» more  LCR 1998»
15 years 1 months ago
Improving Locality in Out-of-Core Computations Using Data Layout Transformations
Programs accessing disk-resident arrays, called out-of-core programs, perform poorly in general due to an excessive number of I/O calls and insufficient help from compilers. In ord...
Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanuja...
ACL
2009
14 years 7 months ago
Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling
Supervised sequence-labeling systems in natural language processing often suffer from data sparsity because they use word types as features in their prediction tasks. Consequently...
Fei Huang, Alexander Yates