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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
16
Venue
CIDR
Year
2003
Pagerank
0.00012489223
Overall Rank
1,340 | 90.68%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030174924
776 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016799754
911 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00015419842
1,600 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 0.00011201407
1,640 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.0001104808
1,990 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.8472819e-05
2,182 Aurora: A Data Stream Management System 2003 SIGMOD 9.3449021e-05
2,407 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8804679e-05
2,920 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 7.9001024e-05
3,237 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.3351551e-05
3,550 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 6.9843512e-05
3,886 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 6.6661649e-05
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3727539e-05
5,049 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 5.7372423e-05
5,076 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7166494e-05
5,182 Active Complex Event Processing over Event Streams 2011 VLDB 5.6410216e-05
5,356 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 5.5509715e-05
5,547 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4457955e-05
5,939 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 5.2641681e-05
6,431 Finding Global Icebergs over Distributed Data Sets 2006 PODS 5.0654592e-05
6,654 Moirae: History-Enhanced Monitoring 2007 CIDR 4.9733876e-05
7,027 Query-Aware Partitioning for Monitoring Massive Network Data Streams 2008 SIGMOD 4.8569938e-05
7,736 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 4.664248e-05
8,498 Customizable Parallel Execution of Scientific Stream Queries 2005 VLDB 4.4981372e-05
9,313 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB 4.3565355e-05
11,804 State Management in Apache Flink 2017 VLDB 4.1945683e-05
11,805 CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles 2017 VLDB 4.1945683e-05
11,819 Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance 2017 VLDB 4.1945683e-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
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
205 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034731577
2,417 Dynamic Load Balancing in Hierarchical Parallel Database Systems 1996 VLDB 8.8604775e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
5,547 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4457955e-05
1,957 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 9.9598319e-05
13,144 SunStorm: Geographically distributed transactions over Aurora-style systems 2025 VLDB -
205 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034731577
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
7,736 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 4.664248e-05
2,706 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.2673299e-05
7,660 Scalable Delivery of Stream Query Result 2009 VLDB 4.6862657e-05
5,076 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7166494e-05