Enabling Signal Processing over Data Streams

Summary: Proposes deep integration of DSP and relational query processing for online/offline analysis of grouped sensor signals via a query language. TRILL DSP enables incremental computation and easy UDF integration, delivering up to two orders of magnitude speedups over loosely-coupled systems. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5302
Venue: SIGMOD
Year: 2017
Pagerank: 4.4229886e-05
Overall Rank: 8,925 | 37.98%
DOI: 10.1145/3035918.3035935

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,149	Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework	2023	CIDR	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035714897
287	Storm @Twitter	2014	SIGMOD	0.00028917909
319	Overview of SciDB: Large Scale Array Storage, Processing and Analysis	2010	SIGMOD	0.00027771951
324	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00027465124
590	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019552343
822	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.00016226851
926	Requirements for Science Data Bases and SciDB	2009	CIDR	0.00015237787
1,097	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014083973
1,141	Consistent Streaming Through Time: A Vision for Event Stream Processing	2007	CIDR	0.00013703749
1,467	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011838188
1,787	MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine	2006	SIGMOD	0.00010543821
3,253	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3175849e-05
3,771	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	6.7738535e-05
4,253	Combining Databases and Signal Processing in Plato	2015	CIDR	6.3103785e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,863	Declarative Sub-Operators for Universal Data Processing	2023	VLDB	4.9003859e-05
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030155645
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072660894
6,472	An Integration Framework for Sensor Networks and Data Stream Management Systems	2004	VLDB	5.0438408e-05
2,180	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.3629304e-05
12,602	QStream: Deterministic Querying of Data Streams	2004	VLDB	4.1905499e-05
5,438	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR	5.5041764e-05
11,607	Demand-based Sensor Data Gathering with Multi-Query Optimization	2020	VLDB	4.1905499e-05
1,097	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014083973
3,253	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3175849e-05