The Case for a Signal-Oriented Data Stream Management System

Summary: Proposes a Signal-Oriented DSMS that makes signal segments first-class, unifying event-stream and signal-processing operators. Targets ease of UDFs, multi-million-sample/sec throughput on commodity PCs, and partitioned execution across PCs and sensor nodes. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 99
Venue: CIDR
Year: 2007
Pagerank: 7.3436533e-05
Overall Rank: 3,525 | 75.82%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Lewis Girod (Massachusetts Institute of Technology)
2. Yuan Mei (Massachusetts Institute of Technology)
3. Ryan Newton (Massachusetts Institute of Technology)
4. Stanislav Rost (Massachusetts Institute of Technology)
5. Arvind Thiagarajan (Massachusetts Institute of Technology)
6. Hari Balakrishnan (Massachusetts Institute of Technology)
7. Samuel Madden (Massachusetts Institute of Technology)

BibTeX Citation

@inproceedings{girod_cidr07,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '07},
        title = {{The Case for a Signal-Oriented Data Stream Management System}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Girod, Lewis and Mei, Yuan and Newton, Ryan and Rost, Stanislav and Thiagarajan, Arvind and Balakrishnan, Hari and Madden, Samuel},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,353	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011061346
4,918	Massive Scale-out of Expensive Continuous Queries	2011	VLDB	6.4469122e-05
6,049	PODS: A New Model and Processing Algorithms for Uncertain Data Streams	2010	SIGMOD	5.9949334e-05
6,470	MonetDB/DataCell: Online Analytics in a Streaming Column-Store	2012	VLDB	5.8705536e-05
6,712	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	5.7962014e-05
9,077	Enabling Signal Processing over Data Streams	2017	SIGMOD	5.3251649e-05
11,352	Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework	2023	CIDR	5.093636e-05
13,769	Performance Profiling with EndoScope, an Acquisitional Software Monitoring Framework	2008	VLDB	-

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
110	Extensible/Rule Based Query Rewrite Optimization in Starburst	1992	SIGMOD	0.0003309592
111	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00032990214
150	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00029208207
167	Monitoring Streams – A New Class of Data Management Applications	2002	VLDB	0.0002757283
230	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00023891474
610	Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences	1997	SIGMOD	0.00015783259
639	The Design and Implementation of a Sequence Database System	1996	VLDB	0.00015434427

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#	Overall Rank	Paper	Year	Venue
1	8,720	Robust Real-time Query Processing with QStream	2005	VLDB
2	7,840	From a Stream of Relational Queries to Distributed Stream Processing	2010	VLDB
3	7,009	An Integration Framework for Sensor Networks and Data Stream Management Systems	2004	VLDB
4	13,682	Theory of Data Stream Computing: Where to Go	2011	PODS
5	167	Monitoring Streams – A New Class of Data Management Applications	2002	VLDB
6	150	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR
7	13,968	Data Streams: Fresh Current or Stagnant Backwater? (Panel)	2002	SIGMOD
8	26	Models and Issues in Data Stream Systems	2002	PODS
9	12,786	QStream: Deterministic Querying of Data Streams	2004	VLDB
10	9,077	Enabling Signal Processing over Data Streams	2017	SIGMOD