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: 5363
Venue: SIGMOD
Year: 2017
Pagerank: 5.3251649e-05
Overall Rank: 9,077 | 37.73%
DOI: 10.1145/3035918.3035935

Incoming Non-self Citations Over Time

Authors

1. Milos Nikolic (University of Oxford)
2. Badrish Chandramouli (Microsoft)
3. Jonathan Goldstein (Microsoft)

BibTeX Citation

@inproceedings{nikolic_sigmod17,
        title = {{Enabling Signal Processing over Data Streams}},
        author = {Nikolic, Milos and Chandramouli, Badrish and Goldstein, Jonathan},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3035935},
        url = {https://dl.acm.org/doi/10.1145/3035918.3035935},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,352	Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework	2023	CIDR	5.093636e-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
127	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00030738755
220	Storm @Twitter	2014	SIGMOD	0.00024244587
230	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00023891474
239	Overview of SciDB: Large Scale Array Storage, Processing and Analysis	2010	SIGMOD	0.00023674329
505	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00017285498
612	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.0001573018
710	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB	0.00014715033
868	Requirements for Science Data Bases and SciDB	2009	CIDR	0.00013504796
899	Consistent Streaming Through Time: A Vision for Event Stream Processing	2007	CIDR	0.00013337792
1,353	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011061346
1,460	MonetDB/XQuery: A Fast XQuery Processor Powered by a Relational Engine	2006	SIGMOD	0.00010710674
3,060	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	7.8062155e-05
3,525	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3436533e-05
4,207	Combining Databases and Signal Processing in Plato	2015	CIDR	6.8325104e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	6,253	Declarative Sub-Operators for Universal Data Processing	2023	VLDB
2	229	High-Performance Complex Event Processing over Streams	2006	SIGMOD
3	26	Models and Issues in Data Stream Systems	2002	PODS
4	2,090	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD
5	7,009	An Integration Framework for Sensor Networks and Data Stream Management Systems	2004	VLDB
6	12,786	QStream: Deterministic Querying of Data Streams	2004	VLDB
7	5,215	The NebulaStream Platform: Data and Application Management for the Internet of Things	2020	CIDR
8	11,798	Demand-based Sensor Data Gathering with Multi-Query Optimization	2020	VLDB
9	710	Trill: A High-Performance Incremental Query Processor for Diverse Analytics	2015	VLDB
10	3,525	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR