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ICML
2010
IEEE
15 years 22 days ago
Simple and Efficient Multiple Kernel Learning by Group Lasso
We consider the problem of how to improve the efficiency of Multiple Kernel Learning (MKL). In literature, MKL is often solved by an alternating approach: (1) the minimization of ...
Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Mic...
ISPASS
2009
IEEE
15 years 6 months ago
Machine learning based online performance prediction for runtime parallelization and task scheduling
—With the emerging many-core paradigm, parallel programming must extend beyond its traditional realm of scientific applications. Converting existing sequential applications as w...
Jiangtian Li, Xiaosong Ma, Karan Singh, Martin Sch...
EUROSYS
2010
ACM
15 years 4 months ago
Residue objects: a challenge to web browser security
A complex software system typically has a large number of objects in the memory, holding references to each other to implement an object model. Deciding when the objects should be...
Shuo Chen, Hong Chen, Manuel Caballero
97
Voted
CIAC
2003
Springer
98views Algorithms» more  CIAC 2003»
15 years 4 months ago
Improving Customer Proximity to Railway Stations
Abstract. We consider problems of (new) station placement along (existing) railway tracks, so as to increase the number of users. We prove that, in spite of the NP-hardness for the...
Evangelos Kranakis, Paolo Penna, Konrad Schlude, D...
EUROSYS
2009
ACM
15 years 8 months ago
Migrating server storage to SSDs: analysis of tradeoffs
Recently, flash-based solid-state drives (SSDs) have become standard options for laptop and desktop storage, but their impact on enterprise server storage has not been studied. P...
Dushyanth Narayanan, Eno Thereska, Austin Donnelly...