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: 4324
Venue: SIGMOD
Year: 2010
Pagerank: 9.2986554e-05
Overall Rank: 2,204 | 84.69%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,546	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.00011418993
1,693	How Soccer Players Would do Stream Joins	2011	SIGMOD	0.00010886797
1,793	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010522029
4,490	Analyzing Efficient Stream Processing on Modern Hardware	2019	VLDB	6.137834e-05
4,789	Consistency in a Stream Warehouse	2011	CIDR	5.9144227e-05
5,869	Low-Latency Handshake Join	2014	VLDB	5.2918426e-05
6,133	Optimal and General Out-of-Order Sliding-Window Aggregation	2019	VLDB	5.1917864e-05
6,135	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	5.1908958e-05
7,397	Intermittent Query Processing	2019	VLDB	4.7367491e-05
7,795	Quality-Driven Continuous Query Execution over Out-of-Order Data Streams	2015	SIGMOD	4.6446115e-05
8,987	Data Stream Warehousing	2013	SIGMOD	4.4127555e-05
11,263	Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions	2023	VLDB	4.1905499e-05
11,438	Synchronization Schemas	2021	PODS	4.1905499e-05
11,827	Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance	2017	VLDB	4.1905499e-05
12,185	Bistro Data Feed Management System	2011	SIGMOD	4.1905499e-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
143	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00041688468
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035714897
194	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00035402379
433	Flexible Time Management in Data Stream Systems	2004	PODS	0.00023336894
722	FAD, a Powerful and Simple Database Language	1987	VLDB	0.00017505795
1,549	Out-of-Order Processing: A New Architecture for High-Performance Stream Systems	2008	VLDB	0.00011407374
1,995	Fault-Tolerance in the Borealis Distributed Stream Processing System	2005	SIGMOD	9.83817e-05
2,188	Aurora: A Data Stream Management System	2003	SIGMOD	9.3378116e-05
4,673	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR	6.0000861e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,141	Consistent Streaming Through Time: A Vision for Event Stream Processing	2007	CIDR	0.00013703749
1,222	Querying and Mining Data Streams: You Only Get One Look	2002	SIGMOD	0.00013205769
4,789	Consistency in a Stream Warehouse	2011	CIDR	5.9144227e-05
1,791	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD	0.0001052731
5,044	Massive Scale-out of Expensive Continuous Queries	2011	VLDB	5.7338982e-05
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072660894
7,329	Streaming in a Connected World: Querying and Tracking Distributed Data Streams	2007	SIGMOD	4.7559363e-05
7,658	Scalable Delivery of Stream Query Result	2009	VLDB	4.6817213e-05
10,555	Evaluating Continuous Queries with Inconsistency Annotations	2025	VLDB	4.1905499e-05
4,673	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR	6.0000861e-05