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Hard Drive Failure Prediction : A Rule Based Approach
(2011-07-12)
The ability to accurately predict an impending hard disk failure is important for reliable storage system design. The facility provided by most hard drive manufacturers, called S.M.A.R.T. (self-monitoring, analysis and ...
Near-Duplicate Detection Using Instance Level Constraints
(2011-08-09)
For the task of near-duplicate document detection, comparison approaches based on bag-of-words used in information retrieval community are not sufficiently accurate. This work presents novel approach when instance-level ...
Discovery Of Application Workloads From Network File Traces
(2011-05-19)
An understanding of Input/Output data access patterns of applications is useful in several situations. First, gaining an insight into what applications are doing with their data at a semantic level helps in designing ...
Analysing Message Sequence Graph Specifications
(2011-03-29)
Message Sequence Charts are a visual representation of the system specification which shows how all the participating processes are interacting with each other. Message Sequence Graphs provide modularity by easily allowing ...
Efficient Kernel Methods For Large Scale Classification
(2011-02-22)
Classification algorithms have been widely used in many application domains. Most of these domains deal with massive collection of data and hence demand classification algorithms that scale well with the size of the data ...