Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter

Summary: TSAR delivers robust, scalable real-time event time-series aggregation for Twitter engagement across facets. Built on Summingbird, it unifies batch and streaming processing and automates ingestion-to-publication, with dashboards and ad-hoc analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5496
Venue: SIGMOD
Year: 2018
Pagerank: 4.1945683e-05
Overall Rank: 11,709 | 18.55%
DOI: 10.1145/3183713.3190663

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Incoming Citations (Sorted by Pagerank)

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
11	Implementing Data Cubes Efficiently	1996	SIGMOD	0.0011708144
14	Online Aggregation	1997	SIGMOD	0.0010801504
247	On the Computation of Multidimensional Aggregates	1996	VLDB	0.00030927763
288	Storm @Twitter	2014	SIGMOD	0.00028939871
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
824	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.0001623129
1,191	Fast Computation of Sparse Datacubes	1997	VLDB	0.00013434201
1,554	Resource Sharing in Continuous Sliding-Window Aggregates	2004	VLDB	0.00011400581
1,788	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD	0.00010555742
1,794	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010532024
3,378	General Incremental Sliding-Window Aggregation	2015	VLDB	7.1622572e-05
4,572	The Unified Logging Infrastructure for Data Analytics at Twitter	2012	VLDB	6.0760183e-05
4,885	GraphJet: Real-Time Content Recommendations at Twitter	2016	VLDB	5.8534354e-05
7,909	Immutability Changes Everything	2015	CIDR	4.6203676e-05

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3,601	Large-Scale Machine Learning at Twitter	2012	SIGMOD	6.9315087e-05
4,572	The Unified Logging Infrastructure for Data Analytics at Twitter	2012	VLDB	6.0760183e-05
11,977	Aggregate Estimation Over a Microblog Platform	2014	SIGMOD	4.1945683e-05
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