Providing Streaming Joins as a Service at Facebook

Summary: Streaming join service for Facebook enabling joins across streams with varying out-of-order characteristics. Adaptive synchronization paces parsing to lower memory use while preserving accuracy, integrated with streaming SQL to reduce latency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11662
Venue: VLDB
Year: 2018
Pagerank: 5.0636254e-05
Overall Rank: 6,436 | 55.23%
DOI: 10.14778/3229863.3229869

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,795	Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines	2020	SIGMOD	5.9158043e-05
8,001	Rethinking Stateful Stream Processing with RDMA	2022	SIGMOD	4.6092573e-05
8,018	Parallelizing Intra-Window Join on Multicores: An Experimental Study	2021	SIGMOD	4.6046381e-05
8,075	AJoin: Ad-hoc Stream Joins at Scale	2020	VLDB	4.5917655e-05
10,967	Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model	2024	SIGMOD	4.1945683e-05
11,468	Klink: Progress-Aware Scheduling for Streaming Data Systems	2021	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
314	MillWheel: Fault-Tolerant Stream Processing at Internet Scale	2013	VLDB	0.00028084774
538	The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing	2015	VLDB	0.00020678804
1,286	Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams	2013	SIGMOD	0.0001282373
1,487	Scuba: Diving into Data at Facebook	2013	VLDB	0.00011701099
1,548	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.00011431383
1,613	Realtime Data Processing at Facebook	2016	SIGMOD	0.00011140777
1,694	How Soccer Players Would do Stream Joins	2011	SIGMOD	0.00010893764
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312
2,338	Samza: Stateful Scalable Stream Processing at LinkedIn	2017	VLDB	9.00711e-05
2,763	Executing Stream Joins on the Cell Processor	2007	VLDB	8.1579306e-05
4,167	Scalable Distributed Stream Join Processing	2015	SIGMOD	6.3919506e-05
5,263	Consistent Regions: Guaranteed Tuple Processing in IBM Streams	2016	VLDB	5.5976361e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,338	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	5.105321e-05
1,613	Realtime Data Processing at Facebook	2016	SIGMOD	0.00011140777
6,476	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD	5.0496617e-05
8,075	AJoin: Ad-hoc Stream Joins at Scale	2020	VLDB	4.5917655e-05
1,233	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.0001313363
3,382	Scalable and Adaptive Online Joins	2014	VLDB	7.1597145e-05
4,133	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB	6.4196026e-05
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312
4,167	Scalable Distributed Stream Join Processing	2015	SIGMOD	6.3919506e-05
10,967	Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model	2024	SIGMOD	4.1945683e-05