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PVLDB
2010
119views more  PVLDB 2010»
15 years 3 months ago
An Architecture for Parallel Topic Models
This paper describes a high performance sampling architecture for inference of latent topic models on a cluster of workstations. Our system is faster than previous work by over an...
Alexander J. Smola, Shravan Narayanamurthy
IPPS
2008
IEEE
15 years 11 months ago
Divisible Load Scheduling with Result Collection on Heterogeneous Systems
Divisible Load Theory (DLT) is an established mathematical framework to study Divisible Load Scheduling (DLS). However, traditional DLT does not comprehensively deal with the sche...
Abhay Ghatpande, Hidenori Nakazato, Hiroshi Watana...
HPCS
2002
IEEE
15 years 10 months ago
CoStore: A Reliable and Highly Available Storage System Using Clusters
The CoStore cluster architecture has been proposed to construct a reliable and highly available storage system. A prototype CoStore has been implemented and its performance has be...
Yong Chen, Lionel M. Ni, Cheng-Zhong Xu, Mingyao Y...
IPPS
2010
IEEE
15 years 2 months ago
Evaluating database-oriented replication schemes in Software Transactional Memory systems
Software Transactional Memories (STMs) are emerging as a highly attractive programming model, thanks to their ability to mask concurrency management issues to the overlying applic...
Roberto Palmieri, Francesco Quaglia, Paolo Romano,...
ICPPW
2009
IEEE
15 years 2 months ago
A Scalable Parallel Approach for Peptide Identification from Large-Scale Mass Spectrometry Data
Identifying peptides, which are short polymeric chains of amino acid residues in a protein sequence, is of fundamental importance in systems biology research. The most popular appr...
Gaurav Ramesh Kulkarni, Ananth Kalyanaraman, Willi...