论文标题
有关流处理系统演变的调查
A Survey on the Evolution of Stream Processing Systems
论文作者
论文摘要
溪流处理已有20多年的活跃研究领域，但是由于研究界和全球范围内众多的开源社区的最新努力，它现在正在目睹其黄金时段。这项调查概述了流处理系统的基本方面及其在逐步数据管理，状态管理，容错，高可用性，高可用性，负载管理，弹性和重新配置的功能领域的发展。我们回顾了过去的研究结果，概述了早期（00-'10）和现代（'11 -'22）流媒体系统之间的相似性和差异，并讨论了最近的趋势和开放问题。
Stream processing has been an active research field for more than 20 years, but it is now witnessing its prime time due to recent successful efforts by the research community and numerous worldwide open-source communities. This survey provides a comprehensive overview of fundamental aspects of stream processing systems and their evolution in the functional areas of out-of-order data management, state management, fault tolerance, high availability, load management, elasticity, and reconfiguration. We review noteworthy past research findings, outline the similarities and differences between early ('00-'10) and modern ('11-'22) streaming systems, and discuss recent trends and open problems.
