Publication
IC2E 2022
Conference paper

Adaptive Replication Strategy in Highly Distributed Data Management Systems

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Abstract

The performance of the execution of an analytical workload critically impacts the speed at which companies are able to react to market changes. In the era of Big Data, it is imperative that large, complex analytics are executed in a timely manner. In this paper, we propose a method to analyze the data access pattern of analytical workloads on large datasets to identify optimal data partitioning and replication strategies. This, in turn, helps the already existing query optimization components of modern data management systems.

Date

26 Sep 2022

Publication

IC2E 2022

Authors

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