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Journal of Information Systems Engineering & Management • Vol 10 • No 19s
Dynamic Algorithm Selection for Replication using RSYNC
2025
Introduction: In the era of big data and distributed systems, efficient data replication is essential for maintaining data availability, consistency, and performance. Rsync, a widely used file synchronization tool, utilizes compression algorithms to optimize …
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Algorithm

Sequence of operations for a task

In mathematics and computer science, an algorithm ( ) is a finite sequence of mathematically rigorous instructions, typically used to solve a class of specific problems or to perform a computation. Algorithms are used as specifications for performing calculations and data processing. More advanced algorithms can use conditionals to divert the code execution through various routes (referred to as automated decision-making) and deduce valid inferences (referred to as automated reasoning).

In contrast, a heuristic is an approach to solving problems without well- defined correct or optimal results. For example, although social media recommender systems are commonly called "algorithms", they actually rely on heuristics as there is no truly "correct" recommendation.

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Journal of Information Systems Engineering & Management • Vol 10 • No 19s
Dynamic Algorithm Selection for Replication using RSYNC
2025
Introduction: In the era of big data and distributed systems, efficient data replication is essential for maintaining data availability, consistency, and performance. Rsync, a widely used file synchronization tool, utilizes compression algorithms to optimize data transfer. However, its performance is highly dependent on the choice of compression algorithm, file type, and network conditions. This research introduces a novel approach to dynamic algorithm selection for Rsync, leveraging machine learning to automatica…
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