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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
0.00011155403
Overall Rank
1,322 | 90.94%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{franklin_cidr05,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '05},
        title = {{Design Considerations for High Fan-in Systems: The HiFi Approach}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Franklin, Michael J. and Jeffery, Shawn R. and Krishnamurthy, Sailesh and Reiss, Frederick and Rizvi, Shariq and Wu, Eugene and Cooper, Owen and Edakkunni, Anil and Hong, Wei},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
899 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013337792
1,331 Adaptive Cleaning for RFID Data Streams 2006 VLDB 0.00011130651
1,354 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00011057534
3,847 Operator Placement for In-Network Stream Query Processing 2005 PODS 7.0758352e-05
4,767 Events on the Edge 2005 SIGMOD 6.5180182e-05
5,834 Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing 2010 SIGMOD 6.0721842e-05
6,400 Moirae: History-Enhanced Monitoring 2007 CIDR 5.8864351e-05
6,712 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 5.7962014e-05
7,130 SwissQM: Next Generation Data Processing in Sensor Networks 2007 CIDR 5.694968e-05
7,349 SmartCIS: Integrating Digital and Physical Environments 2009 SIGMOD 5.6367214e-05
7,375 Compact Histograms for Hierarchical Identifiers 2006 VLDB 5.6299286e-05
9,459 A Middleware for Fast and Flexible Sensor Network Deployment 2006 VLDB 5.2640705e-05
9,566 Declarative Data Serving: The Future of Machine Learning Inference on the Edge 2021 VLDB 5.2528121e-05
12,361 SwissBox: An Architecture for Data Processing Appliances 2011 CIDR 5.093636e-05
12,401 Distributed Inference and Query Processing for RFID Tracking and Monitoring 2011 VLDB 5.093636e-05
12,673 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 5.093636e-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
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00054667018
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00032192665
150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029208207
167 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.0002757283
328 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021081317
515 Answering Recursive Queries Using Views 1997 PODS 0.00017177428
552 Extending Query Rewriting Techniques for Fine-Grained Access Control 2004 SIGMOD 0.00016630306
554 Answering Queries with Aggregation Using Views 1996 VLDB 0.00016580778
913 A Scalable Algorithm for Answering Queries Using Views 2000 VLDB 0.00013253821
1,090 Scalable Distributed Stream Processing 2003 CIDR 0.0001224178
1,782 Broadcast Disks: Data Management for Asymmetric Communication Environments 1995 SIGMOD 9.7735503e-05
2,507 AQuery: Query Language for Ordered Data, Optimization Techniques, and Experiments 2003 VLDB 8.4889096e-05
5,241 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 6.3019989e-05
5,662 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 6.129927e-05
5,924 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 6.0409904e-05
7,009 An Integration Framework for Sensor Networks and Data Stream Management Systems 2004 VLDB 5.726765e-05
7,398 HiFi: A Unified Architecture for High Fan-in Systems (System Demonstration) 2004 VLDB 5.6256397e-05
8,366 IrisNet: Internet-scale Resource-Intensive Sensor Services 2003 SIGMOD 5.4422423e-05
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