具有top-k查询和动态图的事件流处理经验

Joong-Hyun Choi, Kang-Woo Lee, Eun-Sun Cho
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摘要

解决2016年ACM DEBS大挑战问题需要动态图处理和top-k查询处理。解决方案的直接实现并不能保证良好的性能或迅速的响应。本文展示了我们在实现问题解决方案方面的经验,包括我们在实现中使用的top-k列表管理技术的基本原理。最后给出了三种top-k管理方案的绩效评价结果,并给出了我们选择最终结果的原因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experience of event stream processing for top-k queries and dynamic graphs
Solving 2016 ACM DEBS Grand Challenge problems entails both dynamic graph processing and top-k query processing. A straightforward implementation of solutions would not guarantee good performance or prompt responses. This paper shows our experience in implementing solutions of the problems, including rationales of top-k list management techniques we used in our implementation. We also shows the performance evaluation results among three top-k list management schemes and present the reason for our choice for the final result.
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