Continuous Analytics Over Discontinuous Streams

Summary: Order-independent continuous analytics over discontinuous streams: parallelize over independent sub-streams with arbitrary time ranges and defer consolidation to on-demand use. Truviso realizes this, enabling late data, parallelism, recovery, and transactional consistency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4385
Venue: SIGMOD
Year: 2010
Pagerank: 9.4348569e-05
Overall Rank: 1,945 | 86.66%
DOI: 10.1145/1807167.1807290

Incoming Non-self Citations Over Time

Authors

1. Sailesh Krishnamurthy (Truviso, Inc.)
2. Michael J. Franklin (Truviso, Inc.)
3. Jeffrey Davis (Truviso, Inc.)
4. Daniel Farina (Truviso, Inc.)
5. Pasha Golovko (Truviso, Inc.)
6. Alan Li (Truviso, Inc.)
7. Neil Thombre (Truviso, Inc.)

BibTeX Citation

@inproceedings{krishnamurthy_sigmod10,
        title = {{Continuous Analytics Over Discontinuous Streams}},
        author = {Krishnamurthy, Sailesh and Franklin, Michael J. and Davis, Jeffrey and Farina, Daniel and Golovko, Pasha and Li, Alan and Thombre, Neil},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807290},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807290},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,190	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.00011743246
1,369	How Soccer Players Would do Stream Joins	2011	SIGMOD	0.0001099892
1,639	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010155021
3,851	Analyzing Efficient Stream Processing on Modern Hardware	2019	VLDB	7.0735328e-05
4,463	Consistency in a Stream Warehouse	2011	CIDR	6.6860367e-05
5,310	Low-Latency Handshake Join	2014	VLDB	6.2702891e-05
5,719	Optimal and General Out-of-Order Sliding-Window Aggregation	2019	VLDB	6.1094861e-05
5,748	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	6.1014813e-05
7,200	Intermittent Query Processing	2019	VLDB	5.6756294e-05
7,626	Quality-Driven Continuous Query Execution over Out-of-Order Data Streams	2015	SIGMOD	5.5800458e-05
9,125	Data Stream Warehousing	2013	SIGMOD	5.3191726e-05
11,460	Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions	2023	VLDB	5.093636e-05
11,633	Synchronization Schemas	2021	PODS	5.093636e-05
12,022	Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance	2017	VLDB	5.093636e-05
12,372	Bistro Data Feed Management System	2011	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
111	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00032990214
127	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00030738755
150	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00029208207
424	Flexible Time Management in Data Stream Systems	2004	PODS	0.0001870735
782	FAD, a Powerful and Simple Database Language	1987	VLDB	0.00014080876
1,223	Out-of-Order Processing: A New Architecture for High-Performance Stream Systems	2008	VLDB	0.00011602265
1,789	Fault-Tolerance in the Borealis Distributed Stream Processing System	2005	SIGMOD	9.7502324e-05
1,888	Aurora: A Data Stream Management System	2003	SIGMOD	9.5338565e-05
4,583	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR	6.6191659e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	899	Consistent Streaming Through Time: A Vision for Event Stream Processing	2007	CIDR
2	1,274	Querying and Mining Data Streams: You Only Get One Look	2002	SIGMOD
3	4,463	Consistency in a Stream Warehouse	2011	CIDR
4	1,354	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD
5	4,918	Massive Scale-out of Expensive Continuous Queries	2011	VLDB
6	26	Models and Issues in Data Stream Systems	2002	PODS
7	7,284	Streaming in a Connected World: Querying and Tracking Distributed Data Streams	2007	SIGMOD
8	8,663	Scalable Delivery of Stream Query Result	2009	VLDB
9	10,818	Evaluating Continuous Queries with Inconsistency Annotations	2025	VLDB
10	4,583	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR