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NIPS
2008
13 years 11 months ago
Asynchronous Distributed Learning of Topic Models
Distributed learning is a problem of fundamental interest in machine learning and cognitive science. In this paper, we present asynchronous distributed learning algorithms for two...
Arthur Asuncion, Padhraic Smyth, Max Welling
TPDS
2010
93views more  TPDS 2010»
13 years 8 months ago
On the Interplay of Parallelization, Program Performance, and Energy Consumption
—This paper derives simple, yet fundamental formulas to describe the interplay between parallelism of an application, program performance, and energy consumption. Given the ratio...
Sangyeun Cho, Rami G. Melhem
IPPS
2002
IEEE
14 years 2 months ago
Dynamic Power Management of Multiprocessor Systems
Power management is critical to power-constrained real-time systems. In this paper, we present a dynamic power management algorithm. Unlike other approaches that focus on the trad...
Jinwoo Suh, Dong-In Kang, Stephen P. Crago
JVM
2004
127views Education» more  JVM 2004»
13 years 11 months ago
Towards Scalable Multiprocessor Virtual Machines
A multiprocessor virtual machine benefits its guest operating system in supporting scalable job throughput and request latency--useful properties in server consolidation where ser...
Volkmar Uhlig, Joshua LeVasseur, Espen Skoglund, U...
JCSS
2007
63views more  JCSS 2007»
13 years 9 months ago
Holistic analysis of asynchronous real-time transactions with earliest deadline scheduling
In distributed real-time systems, an application is often modeled as a set of real-time transactions, where each transaction is a chain of precedence-constrained tasks. Each task ...
Rodolfo Pellizzoni, Giuseppe Lipari