Customizable Parallel Execution of Scientific Stream Queries
Summary: Extensible stream DB enabling scalable continuous queries on high-volume scientific streams, via an object-relational model for app-dependent streams and functions. Partitioning templates: window split (reduce data units via app functions) and window distribute (distribute whole units); tradeoffs: split suits resource limits, distribute scales on large workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Milena Ivanova
- 2. Tore Risch
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,045 | Massive Scale-out of Expensive Continuous Queries | 2011 | VLDB | 5.740793e-05 |
| 7,027 | Query-Aware Partitioning for Monitoring Massive Network Data Streams | 2008 | SIGMOD | 4.8569938e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 194 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.00035426067 |
| 205 | Monitoring Streams – A New Class of Data Management Applications | 2002 | VLDB | 0.00034731577 |
| 244 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD | 0.00031066222 |
| 323 | Gigascope: A Stream Database for Network Applications | 2003 | SIGMOD | 0.00027492196 |
| 1,340 | Scalable Distributed Stream Processing | 2003 | CIDR | 0.00012489223 |
| 1,357 | Highly Available, Fault-Tolerant, Parallel Dataflows | 2004 | SIGMOD | 0.00012392275 |
| 1,591 | The SDSS SkyServer - Public Access to the Sloan Digital Sky Survey Data | 2002 | SIGMOD | 0.00011226338 |
| 2,814 | Tuple Routing Strategies for Distributed Eddies | 2003 | VLDB | 8.0749691e-05 |
| 7,362 | Algebraic Optimization of Computations over Scientific Databases | 1993 | VLDB | 4.752436e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,920 | Shared Arrangements: practical inter-query sharing for streaming dataflows | 2020 | VLDB | 5.8241888e-05 |
| 7,715 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD | 4.6699261e-05 |
| 3,126 | Scheduling for shared window joins over data streams | 2003 | VLDB | 7.5046934e-05 |
| 6,753 | State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries | 2006 | VLDB | 4.9387235e-05 |
| 1,788 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.00010555742 |
| 1,554 | Resource Sharing in Continuous Sliding-Window Aggregates | 2004 | VLDB | 0.00011400581 |
| 7,660 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6862657e-05 |
| 7,027 | Query-Aware Partitioning for Monitoring Massive Network Data Streams | 2008 | SIGMOD | 4.8569938e-05 |
| 6,629 | A Holistic View of Stream Partitioning Costs | 2017 | VLDB | 4.9880986e-05 |
| 5,045 | Massive Scale-out of Expensive Continuous Queries | 2011 | VLDB | 5.740793e-05 |