论文标题
关于交易流处理的调查
A Survey on Transactional Stream Processing
论文作者
论文摘要
交易流处理(TSP)致力于创建一个凝聚力的模型,该模型合并了交易和流向保证的优势。在过去的十年中,许多努力促进了TSP解决方案的发展,发现了它们之间的相似性和区别。尽管取得了这些进步,但将交易功能与流处理集成的普遍接受的标准方法尚待建立。现有的TSP解决方案主要集中于特定的应用特征,并涉及复杂的设计权衡。这项调查旨在介绍TSP并介绍我们对其未来发展的看法。我们的主要目标是双重的:提供有关TSP需求和方法的见解,并激发开创性TSP系统的设计和开发。
Transactional stream processing (TSP) strives to create a cohesive model that merges the advantages of both transactional and stream-oriented guarantees. Over the past decade, numerous endeavors have contributed to the evolution of TSP solutions, uncovering similarities and distinctions among them. Despite these advances, a universally accepted standard approach for integrating transactional functionality with stream processing remains to be established. Existing TSP solutions predominantly concentrate on specific application characteristics and involve complex design trade-offs. This survey intends to introduce TSP and present our perspective on its future progression. Our primary goals are twofold: to provide insights into the diverse TSP requirements and methodologies, and to inspire the design and development of groundbreaking TSP systems.