2006Modern ComputerRequires access

A Model Providing Multi-Level Cache in Data Grid

Yixin Wang

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Abstract

Accessing to widely distributed massive data in Data Grid which is a typical distributed system costs a lot of time. This paper introduces a model providing multi-level cache to implement fast data uniform access in Data Grid. It uses two-level cache, which adopts two Cache-Data Tables to locate Cache-Data and control data access, designs replacing data algorithm in its cache, and provides a set of flexible config methods which can separate cache from client or server and implement scalable cache in client or server.

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What this paper is about

Accessing to widely distributed massive data in Data Grid which is a typical distributed system costs a lot of time. This paper introduces a model providing multi-level cache to implement fast data uniform access in Data Grid. It uses two-level cache, which adopts two Cache-Data Tables to locate Cache-Data and control data access, designs replacing data algorithm in its cache, and provides a set of flexible config methods which can separate cache from client or server and implement scalable cache in client or server.

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Available abstract

Accessing to widely distributed massive data in Data Grid which is a typical distributed system costs a lot of time. This paper introduces a model providing multi-level cache to implement fast data uniform access in Data Grid. It uses two-level cache, which adopts two Cache-Data Tables to locate Cache-Data and control data access, designs replacing data algorithm in its cache, and provides a set of flexible config methods which can separate cache from client or server and implement scalable cache in client or server.

Key concepts: Computer science, Cache, Cache invalidation, Cache algorithms, Smart Cache, Page cache, Cache pollution, Cache coloring

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