大型动态图上的发布-订阅系统

Suhail Kandanur
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引用次数: 0

摘要

发布-订阅系统是分布式系统中通信的骨干。传统上,发布-订阅系统是基于消息主题和内容发展起来的。我们的研究是基于最近的基于图的发布-订阅思想,并将其扩展到大型动态图。大型动态图具有广泛的应用程序,我们相信基于图的发布-订阅将通过提供富有表现力的语义和优化的实现使这些应用程序受益。我们的工作将集中在两个应用上,即交通导航和知识图,它们被建模为动态图。我们将形式化基于图的发布-订阅的概念,实现全承诺系统,并运行实验来演示所获得的效率。
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Publish-subscribe systems over large dynamic graphs
Publish-subscribe systems are the backbone for communications in distributed systems. Traditionally, publish-subscribe systems have evolved based on message topics and content. Our research is based on recent idea of graph-based publish-subscribe idea and to extend it to large dynamic graphs. Large dynamic graphs have far reaching applications and we believe graph-based publish-subscribe will benefit these applications by providing expressive semantics and optimized implementations. Our work will focus on two applications namely, Traffic navigation and Knowledge graphs which are modelled as dynamic graphs. We will formalize the notion of graph-based publish-subscribe, implement full-pledged systems, and run experiments to demonstrate the efficiencies gained.
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