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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

Authors

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
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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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