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» Policy Distribution Methods for Function Parallel Firewalls
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SIGMETRICS
1999
ACM
15 years 7 months ago
Optimal Stochastic Scheduling in Multiclass Parallel Queues
In this paperweconsidertheproblemof schedulingdifferentclasses of customerson multiple distributed serversto minimize an objective function basedon per-classmeanresponsetimes.This...
Jay Sethuraman, Mark S. Squillante
ICMLA
2010
15 years 17 days ago
Multimodal Parameter-exploring Policy Gradients
Abstract-- Policy Gradients with Parameter-based Exploration (PGPE) is a novel model-free reinforcement learning method that alleviates the problem of high-variance gradient estima...
Frank Sehnke, Alex Graves, Christian Osendorfer, J...
125
Voted
ICS
1997
Tsinghua U.
15 years 6 months ago
Eliminating Cache Conflict Misses through XOR-Based Placement Functions
This paper makes the case for the use of XOR-based placement functions for cache memories. It shows that these XOR-mapping schemes can eliminate many conflict misses for direct-ma...
Antonio González, Mateo Valero, Nigel P. To...
105
Voted
IPPS
2007
IEEE
15 years 9 months ago
Pipelining Tradeoffs of Massively Parallel SuperCISC Hardware Functions
Parallel processing using multiple processors is a well-established technique to accelerate many different classes of applications. However, as the density of chips increases, ano...
Colin J. Ihrig, Justin Stander, Alex K. Jones
110
Voted
IPPS
2000
IEEE
15 years 7 months ago
Effective Load Sharing on Heterogeneous Networks of Workstations
We consider networks of workstations which are not only timesharing, but also heterogeneous with a large variation in the computing power and memory capacities of different workst...
Li Xiao, Xiaodong Zhang, Yanxia Qu