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Design Considerations for High Fan-in Systems: The HiFi Approach
Summary: Characterizes 'high fan-in' systems—many edge receptors feeding cascaded streams—and key challenges: scalable successive aggregation, bandwidth/latency limits, and aggregation semantics. Introduces HiFi: a uniform, query-driven design and prototype for composable, bandwidth-aware aggregation.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 39
- Venue
- CIDR
- Year
- 2005
- Pagerank
- 0.00015419842
- Overall Rank
- 911 | 93.67%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 17 of 17 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 259 |
High-Performance Complex Event Processing over Streams |
2006 |
SIGMOD |
0.00030174924 |
| 1,141 |
Consistent Streaming Through Time: A Vision for Event Stream Processing |
2007 |
CIDR |
0.00013717279 |
| 1,594 |
Adaptive Cleaning for RFID Data Streams |
2006 |
VLDB |
0.00011222484 |
| 1,788 |
On-the-Fly Sharing for Streamed Aggregation |
2006 |
SIGMOD |
0.00010555742 |
| 4,192 |
Operator Placement for In-Network Stream Query Processing |
2005 |
PODS |
6.3727539e-05 |
| 4,230 |
Events on the Edge |
2005 |
SIGMOD |
6.339675e-05 |
| 5,808 |
Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing |
2010 |
SIGMOD |
5.3185608e-05 |
| 6,654 |
Moirae: History-Enhanced Monitoring |
2007 |
CIDR |
4.9733876e-05 |
| 6,838 |
Capturing Data Uncertainty in High-Volume Stream Processing |
2009 |
CIDR |
4.9109732e-05 |
| 7,074 |
SwissQM: Next Generation Data Processing in Sensor Networks |
2007 |
CIDR |
4.842703e-05 |
| 7,213 |
SmartCIS: Integrating Digital and Physical Environments |
2009 |
SIGMOD |
4.7989853e-05 |
| 7,459 |
Compact Histograms for Hierarchical Identifiers |
2006 |
VLDB |
4.7243492e-05 |
| 9,312 |
A Middleware for Fast and Flexible Sensor Network Deployment |
2006 |
VLDB |
4.3565355e-05 |
| 9,415 |
Declarative Data Serving: The Future of Machine Learning Inference on the Edge |
2021 |
VLDB |
4.3441378e-05 |
| 12,165 |
SwissBox: An Architecture for Data Processing Appliances |
2011 |
CIDR |
4.1945683e-05 |
| 12,206 |
Distributed Inference and Query Processing for RFID Tracking and Monitoring |
2011 |
VLDB |
4.1945683e-05 |
| 12,480 |
Suppression and Failures in Sensor Networks: A Bayesian Approach |
2007 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 19 of 19 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 |
| 127 |
Querying Heterogeneous Information Sources Using Source Descriptions |
1996 |
VLDB |
0.00044642203 |
| 142 |
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World |
2003 |
CIDR |
0.00041725802 |
| 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 |
| 394 |
An Adaptive Query Execution System for Data Integration* |
1999 |
SIGMOD |
0.00024460855 |
| 532 |
Answering Recursive Queries Using Views |
1997 |
PODS |
0.00020778506 |
| 584 |
Answering Queries with Aggregation Using Views |
1996 |
VLDB |
0.0001971526 |
| 607 |
Extending Query Rewriting Techniques for Fine-Grained Access Control |
2004 |
SIGMOD |
0.00019266724 |
| 798 |
Broadcast Disks: Data Management for Asymmetric Communication Environments |
1995 |
SIGMOD |
0.00016579273 |
| 1,155 |
A Scalable Algorithm for Answering Queries Using Views |
2000 |
VLDB |
0.00013616518 |
| 1,340 |
Scalable Distributed Stream Processing |
2003 |
CIDR |
0.00012489223 |
| 2,628 |
AQuery: Query Language for Ordered Data, Optimization Techniques, and Experiments |
2003 |
VLDB |
8.4194169e-05 |
| 5,076 |
Load Management and High Availability in the Medusa Distributed Stream Processing System |
2004 |
SIGMOD |
5.7166494e-05 |
| 5,547 |
Network-Aware Query Processing for Stream-based Applications |
2004 |
VLDB |
5.4457955e-05 |
| 5,713 |
Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams |
2004 |
VLDB |
5.3581653e-05 |
| 6,478 |
An Integration Framework for Sensor Networks and Data Stream Management Systems |
2004 |
VLDB |
5.0487293e-05 |
| 7,206 |
HiFi: A Unified Architecture for High Fan-in Systems (System Demonstration) |
2004 |
VLDB |
4.8008153e-05 |
| 7,382 |
IrisNet: Internet-scale Resource-Intensive Sensor Services |
2003 |
SIGMOD |
4.7451604e-05 |
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