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: 5301
Venue: SIGMOD
Year: 2017
Pagerank: 4.427232e-05
Overall Rank: 8,922 | 37.94%
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
11,146	Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework	2023	CIDR	4.1945683e-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	0.00035738595
288	Storm @Twitter	2014	SIGMOD	0.00028939871
318	Overview of SciDB: Large Scale Array Storage, Processing and Analysis	2010	SIGMOD	0.00027795661
323	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00027492196
591	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019569071
824	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.0001623129
928	Requirements for Science Data Bases and SciDB	2009	CIDR	0.00015247726
1,098	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014114442
1,141	Consistent Streaming Through Time: A Vision for Event Stream Processing	2007	CIDR	0.00013717279
1,467	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011849864
1,795	MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine	2006	SIGMOD	0.00010526672
3,249	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3249002e-05
3,762	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	6.7804471e-05
4,257	Combining Databases and Signal Processing in Plato	2015	CIDR	6.3164509e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,863	Declarative Sub-Operators for Universal Data Processing	2023	VLDB	4.905092e-05
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030174924
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
6,478	An Integration Framework for Sensor Networks and Data Stream Management Systems	2004	VLDB	5.0487293e-05
2,178	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.3559565e-05
12,593	QStream: Deterministic Querying of Data Streams	2004	VLDB	4.1945683e-05
5,427	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR	5.509468e-05
11,603	Demand-based Sensor Data Gathering with Multi-Query Optimization	2020	VLDB	4.1945683e-05
1,098	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014114442
3,249	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3249002e-05