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ESANN
2003
13 years 9 months ago
Locally Linear Embedding versus Isotop
Abstract. Recently, a new method intended to realize conformal mappings has been published. Called Locally Linear Embedding (LLE), this method can map high-dimensional data lying o...
John Aldo Lee, Cédric Archambeau, Michel Ve...
EMSOFT
2005
Springer
14 years 1 months ago
Optimizing inter-processor data locality on embedded chip multiprocessors
Recent research in embedded computing indicates that packing multiple processor cores on the same die is an effective way of utilizing the ever-increasing number of transistors. T...
Guilin Chen, Mahmut T. Kandemir
PKDD
2009
Springer
120views Data Mining» more  PKDD 2009»
14 years 2 months ago
Variational Graph Embedding for Globally and Locally Consistent Feature Extraction
Existing feature extraction methods explore either global statistical or local geometric information underlying the data. In this paper, we propose a general framework to learn fea...
Shuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou...
DATE
2005
IEEE
133views Hardware» more  DATE 2005»
14 years 1 months ago
Locality-Aware Process Scheduling for Embedded MPSoCs
Utilizing on-chip caches in embedded multiprocessorsystem-on-a-chip (MPSoC) based systems is critical from both performance and power perspectives. While most of the prior work th...
Mahmut T. Kandemir, Guilin Chen
VLSID
2002
IEEE
96views VLSI» more  VLSID 2002»
14 years 14 days 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, ...