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: 11663
Venue: VLDB
Year: 2018
Pagerank: 6.1000158e-05
Overall Rank: 5,930 | 58.79%
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
4,114	Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines	2020	SIGMOD	6.9553427e-05
7,687	Rethinking Stateful Stream Processing with RDMA	2022	SIGMOD	5.6249337e-05
7,710	Parallelizing Intra-Window Join on Multicores: An Experimental Study	2021	SIGMOD	5.6204721e-05
7,729	AJoin: Ad-hoc Stream Joins at Scale	2020	VLDB	5.6161884e-05
10,970	Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model	2024	SIGMOD	5.1725247e-05
11,471	Klink: Progress-Aware Scheduling for Streaming Data Systems	2021	SIGMOD	5.1725247e-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
222	MillWheel: Fault-Tolerant Stream Processing at Internet Scale	2013	VLDB	0.00024389768
358	The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing	2015	VLDB	0.0002031664
1,139	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.0001209681
1,150	Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams	2013	SIGMOD	0.00012042292
1,344	How Soccer Players Would do Stream Joins	2011	SIGMOD	0.00011191556
1,345	Scuba: Diving into Data at Facebook	2013	VLDB	0.00011188833
1,376	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00011080787
1,387	Realtime Data Processing at Facebook	2016	SIGMOD	0.00011038963
1,784	Samza: Stateful Scalable Stream Processing at LinkedIn	2017	VLDB	9.8443759e-05
2,603	Executing Stream Joins on the Cell Processor	2007	VLDB	8.4245654e-05
3,481	Scalable Distributed Stream Join Processing	2015	SIGMOD	7.4538681e-05
4,714	Consistent Regions: Guaranteed Tuple Processing in IBM Streams	2016	VLDB	6.6134591e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,822	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	6.1366546e-05
1,387	Realtime Data Processing at Facebook	2016	SIGMOD	0.00011038963
5,927	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD	6.1006673e-05
7,729	AJoin: Ad-hoc Stream Joins at Scale	2020	VLDB	5.6161884e-05
1,079	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.00012396873
2,863	Scalable and Adaptive Online Joins	2014	VLDB	8.0905637e-05
3,602	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB	7.3325869e-05
1,376	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00011080787
3,481	Scalable Distributed Stream Join Processing	2015	SIGMOD	7.4538681e-05
10,970	Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model	2024	SIGMOD	5.1725247e-05