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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
0.00012478318
Overall Rank
1,343 | 90.67%
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 0.00035714897
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030155645
772 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016790632
908 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00015405471
1,602 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 0.00011192099
1,642 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00011037826
1,995 Fault-Tolerance in the Borealis Distributed Stream Processing System 2005 SIGMOD 9.83817e-05
2,188 Aurora: A Data Stream Management System 2003 SIGMOD 9.3378116e-05
2,406 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8718534e-05
2,921 A Geometric Approach to Monitoring Threshold Functions Over Distributed Data Streams 2006 SIGMOD 7.897272e-05
3,240 A Heartbeat Mechanism and its Application in Gigascope 2005 VLDB 7.3277881e-05
3,551 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 6.9776252e-05
3,887 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 6.6601639e-05
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3666236e-05
5,047 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 5.7321615e-05
5,075 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7104711e-05
5,172 Active Complex Event Processing over Event Streams 2011 VLDB 5.6414491e-05
5,367 LogKV: Exploiting Key-Value Stores for Event Log Processing 2013 CIDR 5.5461097e-05
5,555 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4405244e-05
5,942 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 5.2591128e-05
6,426 Finding Global Icebergs over Distributed Data Sets 2006 PODS 5.0605823e-05
6,657 Moirae: History-Enhanced Monitoring 2007 CIDR 4.9686214e-05
7,028 Query-Aware Partitioning for Monitoring Massive Network Data Streams 2008 SIGMOD 4.852324e-05
7,735 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 4.6599101e-05
8,496 Customizable Parallel Execution of Scientific Stream Queries 2005 VLDB 4.4938165e-05
9,318 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB 4.3523601e-05
11,812 State Management in Apache Flink 2017 VLDB 4.1905499e-05
11,813 CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles 2017 VLDB 4.1905499e-05
11,827 Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance 2017 VLDB 4.1905499e-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 0.00073944756
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
2,416 Dynamic Load Balancing in Hierarchical Parallel Database Systems 1996 VLDB 8.8520203e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894
5,555 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4405244e-05
1,956 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 9.9626473e-05
13,158 SunStorm: Geographically distributed transactions over Aurora-style systems 2025 VLDB -
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035714897
2,710 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.2580301e-05
7,735 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 4.6599101e-05
7,658 Scalable Delivery of Stream Query Result 2009 VLDB 4.6817213e-05
5,075 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7104711e-05