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Application of Neural Networks to Cache Replacement

Neural Computing & Applications, 1999
Probabilistic Decision-Based Neural Networks (PDBNNs) can be considered as a special form of Gaussian Mixture Models (GMMs) with trainable decision thresholds. This paper provides detailed illustrations to compare the recognition accuracy and decision boundaries of PDBNNs with that of GMMs through two pattern recognition tasks, namely the noisy XOR ...
Humayun Khalid, Mohammad S. Obaidat
openaire   +1 more source

On optimal replacement of nonuniform cache objects

IEEE Transactions on Computers, 2000
This paper studies a generalized version of the well-known page replacement problem. It assumes that page sizes and page fault penalties are nonuniform. This problem arises in distributed information systems, in particular the World Wide Web. It is shown that finding an optimal solution of this problem is an NP-complete problem.
openaire   +1 more source

A New Cache Replacement Algorithm in SMO

2002
In the methods for training Support Vector Machines (SVM), precomputed elements in the Hessian matrix are usually cached in order to avoid recomputation. However, the least-recent-used replacement algorithm that is widely used is not suitable since the elements are requested in an irregular way.
Jianmin Li 0001   +2 more
openaire   +1 more source

An Efficient Web Cache Replacement Policy

2003
Several replacement policies for web caches have been proposed and studied extensively in the literature. Different replacement policies perform better in terms of (i) the number of objects found in the cache (cache hit), (ii) the network traffic avoided by fetching the referenced object from the cache, or (iii) the savings in response time.
Sarma, Radhika A, Govindarajan, R
openaire   +1 more source

An Intelligent Cloud Cache Replacement Scheme

2013
Cloud computing services heavily relies on data networks. The continuous and rapid growth of data in external private clouds accelerates downstream network-bandwidth saturation and public cloud data-out overspends. Client-side cloud caching is a solution.
Thepparit Banditwattanawong   +1 more
openaire   +1 more source

Replacement algorithms for object caching

Proceedings of the 1998 ACM symposium on Applied Computing - SAC '98, 1998
openaire   +1 more source

Cache Replacement Policies

2019
Akanksha Jain, Calvin Lin
openaire   +1 more source

Transient and Steady-state Regime of a Family of List-based Cache Replacement Algorithms

Performance Evaluation Review, 2015
Nicolas Gabriel Gast, Benny Van Houdt
exaly  

Dynamic access distance driven cache replacement

Transactions on Architecture and Code Optimization, 2011
Rajiv Gupta
exaly  

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