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.

事务流处理 (TSP) 致力于创建一个内聚模型，融合事务保证和面向流保证的优点。在过去的十年中，无数的努力促进了 TSP 解决方案的发展，揭示了它们之间的相似点和区别。尽管取得了这些进步，但将事务功能与流处理集成的普遍接受的标准方法仍有待建立。现有的 TSP 解决方案主要集中于特定的应用特性，并涉及复杂的设计权衡。本调查旨在介绍 TSP 并提出我们对其未来发展的看法。我们的主要目标有两个：提供对不同 TSP 要求和方法的见解，并激发突破性 TSP 系统的设计和开发。