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: 4323
Venue: SIGMOD
Year: 2010
Pagerank: 9.308495e-05
Overall Rank: 2,198 | 84.72%
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
1,548	Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark	2018	SIGMOD	0.00011431383
1,694	How Soccer Players Would do Stream Joins	2011	SIGMOD	0.00010893764
1,794	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010532024
4,488	Analyzing Efficient Stream Processing on Modern Hardware	2019	VLDB	6.145117e-05
4,788	Consistency in a Stream Warehouse	2011	CIDR	5.9200462e-05
5,866	Low-Latency Handshake Join	2014	VLDB	5.2968632e-05
5,971	Optimal and General Out-of-Order Sliding-Window Aggregation	2019	VLDB	5.2480159e-05
6,131	Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture	2013	SIGMOD	5.1956688e-05
7,407	Intermittent Query Processing	2019	VLDB	4.7373205e-05
7,852	Quality-Driven Continuous Query Execution over Out-of-Order Data Streams	2015	SIGMOD	4.6352012e-05
8,981	Data Stream Warehousing	2013	SIGMOD	4.4167397e-05
11,261	Out-of-Order Sliding-Window Aggregation with Efficient Bulk Evictions and Insertions	2023	VLDB	4.1945683e-05
11,435	Synchronization Schemas	2021	PODS	4.1945683e-05
11,819	Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance	2017	VLDB	4.1945683e-05
12,177	Bistro Data Feed Management System	2011	SIGMOD	4.1945683e-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
142	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00041725802
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035738595
194	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00035426067
432	Flexible Time Management in Data Stream Systems	2004	PODS	0.00023368424
724	FAD, a Powerful and Simple Database Language	1987	VLDB	0.00017536758
1,551	Out-of-Order Processing: A New Architecture for High-Performance Stream Systems	2008	VLDB	0.00011416058
1,990	Fault-Tolerance in the Borealis Distributed Stream Processing System	2005	SIGMOD	9.8472819e-05
2,182	Aurora: A Data Stream Management System	2003	SIGMOD	9.3449021e-05
4,673	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR	6.0058653e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,141	Consistent Streaming Through Time: A Vision for Event Stream Processing	2007	CIDR	0.00013717279
1,222	Querying and Mining Data Streams: You Only Get One Look	2002	SIGMOD	0.00013213129
4,788	Consistency in a Stream Warehouse	2011	CIDR	5.9200462e-05
1,788	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD	0.00010555742
5,045	Massive Scale-out of Expensive Continuous Queries	2011	VLDB	5.740793e-05
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
7,334	Streaming in a Connected World: Querying and Tracking Distributed Data Streams	2007	SIGMOD	4.7604215e-05
7,660	Scalable Delivery of Stream Query Result	2009	VLDB	4.6862657e-05
10,546	Evaluating Continuous Queries with Inconsistency Annotations	2025	VLDB	4.1945683e-05
4,673	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR	6.0058653e-05