Bandwidth Sensitive Co-allocation Scheme for Parallel Downloading in Data Grid

Ching-Hsien Hsu, Chia-Wei Chu, Chih-Hsun Chou
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引用次数: 10

Abstract

The large sized data sets are replicated in more than one site for the better availability to the nodes in a grid. Downloading the dataset from these replicated locations have practical difficulties, due to network traffic, congestion, frequent change-in performance of the servers, etc. In order to speed up the download, complex server selection techniques, network and server loads are used. However, consistent performance is not guaranteed due to the shared nature of network links of the load on them, which can vary unpredictably. In this paper, we present a bandwidth sensitive co-allocation scheme for parallel downloading in grid economics. Objective of the proposed technique aims to service grid applications efficiently and economically in data grids. With the consideration of cost factor, we present a novel mechanism for server selection, dynamic file decomposition and co-allocation. Under considerations in costs, our mechanism for selections of servers with various techniques combined is able to significantly attenuate economic costs. We compared our scheme with the existing schemes and the preliminary results show notable improvement in overall completion time of data transfer.
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数据网格并行下载的带宽敏感协同分配方案
大型数据集在多个站点中复制,以便更好地为网格中的节点提供可用性。由于网络流量、拥塞、服务器性能的频繁变化等原因,从这些复制位置下载数据集存在实际困难。为了加快下载速度,使用了复杂的服务器选择技术、网络和服务器负载。但是,由于网络链路上负载的共享性质,因此无法保证一致的性能,这可能会发生不可预测的变化。本文提出了一种带宽敏感的并网下载协同分配方案。该技术的目标是在数据网格中高效、经济地为网格应用提供服务。在考虑成本因素的情况下,提出了一种新的服务器选择、动态文件分解和协同分配机制。在考虑成本的情况下,我们选择各种技术相结合的服务器的机制能够显著降低经济成本。我们将我们的方案与现有的方案进行了比较,初步结果显示在数据传输的总体完成时间上有显著的改善。
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