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Scalable Distributed Stream Processing

Summary: Treats stream processing as geo-distributed across administrative domains; identifies core challenges in scalable load management, high availability, and federated operation. Presents Aurora* and Medusa as complementary prototypes exploring distributed execution and cross-domain coordination. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
h73bb5bfaf3b17031
Venue
CIDR
Year
2003
Pagerank
0.00012005389
Overall Rank
1,101 | 92.60%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{cherniack_cidr03,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '03},
        title = {{Scalable Distributed Stream Processing}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Cherniack, Mitch and Balakrishnan, Hari and Balazinska, Magdalena and Carney, Don and Cetintemel, Ugur and Xing, Ying and Zdonik, Stan},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030427614
241 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023419748
580 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016085679
1,358 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00010922626
1,402 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010771949
1,470 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00010560701
1,819 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.5708563e-05
1,828 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.5516021e-05
1,946 Aurora: A Data Stream Management System 2003 SIGMOD 9.3249193e-05
2,500 Operator Scheduling in a Data Stream Manager 2003 VLDB 8.3809217e-05
2,649 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 8.1754974e-05
3,033 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 7.7337998e-05
3,324 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.4285048e-05
3,790 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 7.0190297e-05
3,933 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.9176947e-05
4,772 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 6.4229185e-05
4,866 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 6.3754084e-05
5,059 Active Complex Event Processing over Event Streams 2011 VLDB 6.2917112e-05
5,103 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 6.2724506e-05
5,356 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 6.1620521e-05
5,794 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.9929614e-05
6,188 Finding Global Icebergs over Distributed Data Sets 2006 PODS 5.8571256e-05
6,532 Moirae: History-Enhanced Monitoring 2007 CIDR 5.7544926e-05
7,288 Query-Aware Partitioning for Monitoring Massive Network Data Streams 2008 SIGMOD 5.5656016e-05
7,990 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 5.4116144e-05
8,876 Customizable Parallel Execution of Scientific Stream Queries 2005 VLDB 5.2576285e-05
9,640 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB 5.1459592e-05
12,304 CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles 2017 VLDB 4.9793485e-05
12,317 Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance 2017 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank Cited Paper Year Venue Pagerank
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00053930011
171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00027011593
2,897 Dynamic Load Balancing in Hierarchical Parallel Database Systems 1996 VLDB 7.8854343e-05
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# Overall Rank Paper Year Venue
1 26 Models and Issues in Data Stream Systems 2002 PODS
2 5,794 Network-Aware Query Processing for Stream-based Applications 2004 VLDB
3 1,583 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD
4 13,666 SunStorm: Geographically distributed transactions over Aurora-style systems 2025 VLDB
5 171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB
6 127 The Design of the Borealis Stream Processing Engine 2005 CIDR
7 2,444 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD
8 7,990 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB
9 8,823 Scalable Delivery of Stream Query Result 2009 VLDB
10 5,356 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD