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JMLR
2006
105views more  JMLR 2006»
13 years 10 months ago
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
Parallel software for solving the quadratic program arising in training support vector machines for classification problems is introduced. The software implements an iterative dec...
Luca Zanni, Thomas Serafini, Gaetano Zanghirati
JSSPP
1997
Springer
14 years 2 months ago
Implications of I/O for Gang Scheduled Workloads
This paper examinestheimplicationsofgang schedulingfor generalpurpose multiprocessors. The workloads in these environments include both compute-bound parallel jobs, which often re...
Walter Lee, Matthew Frank, Victor Lee, Kenneth Mac...
DATE
2010
IEEE
113views Hardware» more  DATE 2010»
14 years 3 months ago
PM-COSYN: PE and memory co-synthesis for MPSoCs
—Multi-Processor System-on-Chips (MPSoCs) exploit task-level parallelism to achieve high computation throughput, but concurrent memory accesses from multiple PEs may cause memory...
Yi-Jung Chen, Chia-Lin Yang, Po-Han Wang
IEEEPACT
2009
IEEE
14 years 5 months ago
Characterizing the TLB Behavior of Emerging Parallel Workloads on Chip Multiprocessors
Translation Lookaside Buffers (TLBs) are a staple in modern computer systems and have a significant impact on overall system performance. Numerous prior studies have addressed TL...
Abhishek Bhattacharjee, Margaret Martonosi
IPPS
2008
IEEE
14 years 4 months ago
Portioned static-priority scheduling on multiprocessors
This paper proposes an efficient real-time scheduling algorithm for multiprocessor platforms. The algorithm is a derivative of the Rate Monotonic (RM) algorithm, with its basis on...
Shinpei Kato, Nobuyuki Yamasaki