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» Policy Distribution Methods for Function Parallel Firewalls
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SIGMETRICS
1999
ACM
14 years 1 days 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
13 years 5 months 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...
ICS
1997
Tsinghua U.
13 years 12 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...
IPPS
2007
IEEE
14 years 2 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
IPPS
2000
IEEE
14 years 3 days 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