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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
0.00015405471
Overall Rank
908 | 93.70%
DOI
-

Incoming Non-self Citations Over Time

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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 0.00030155645
1,141 Consistent Streaming Through Time: A Vision for Event Stream Processing 2007 CIDR 0.00013703749
1,595 Adaptive Cleaning for RFID Data Streams 2006 VLDB 0.0001121094
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3666236e-05
4,229 Events on the Edge 2005 SIGMOD 6.3347149e-05
5,779 Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing 2010 SIGMOD 5.3273053e-05
6,657 Moirae: History-Enhanced Monitoring 2007 CIDR 4.9686214e-05
6,837 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9063121e-05
7,068 SwissQM: Next Generation Data Processing in Sensor Networks 2007 CIDR 4.8380576e-05
7,213 SmartCIS: Integrating Digital and Physical Environments 2009 SIGMOD 4.7943535e-05
7,460 Compact Histograms for Hierarchical Identifiers 2006 VLDB 4.7198214e-05
9,317 A Middleware for Fast and Flexible Sensor Network Deployment 2006 VLDB 4.3523601e-05
9,421 Declarative Data Serving: The Future of Machine Learning Inference on the Edge 2021 VLDB 4.3399748e-05
12,173 SwissBox: An Architecture for Data Processing Appliances 2011 CIDR 4.1905499e-05
12,214 Distributed Inference and Query Processing for RFID Tracking and Monitoring 2011 VLDB 4.1905499e-05
12,489 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 4.1905499e-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 0.00073944756
127 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00044607231
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035402379
204 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034696955
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
533 Answering Recursive Queries Using Views 1997 PODS 0.00020767726
583 Answering Queries with Aggregation Using Views 1996 VLDB 0.00019705383
607 Extending Query Rewriting Techniques for Fine-Grained Access Control 2004 SIGMOD 0.00019248482
794 Broadcast Disks: Data Management for Asymmetric Communication Environments 1995 SIGMOD 0.00016565323
1,155 A Scalable Algorithm for Answering Queries Using Views 2000 VLDB 0.00013606507
1,343 Scalable Distributed Stream Processing 2003 CIDR 0.00012478318
2,633 AQuery: Query Language for Ordered Data, Optimization Techniques, and Experiments 2003 VLDB 8.4116971e-05
5,075 Load Management and High Availability in the Medusa Distributed Stream Processing System 2004 SIGMOD 5.7104711e-05
5,555 Network-Aware Query Processing for Stream-based Applications 2004 VLDB 5.4405244e-05
5,724 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 5.3530186e-05
6,472 An Integration Framework for Sensor Networks and Data Stream Management Systems 2004 VLDB 5.0438408e-05
7,206 HiFi: A Unified Architecture for High Fan-in Systems (System Demonstration) 2004 VLDB 4.7962679e-05
7,381 IrisNet: Internet-scale Resource-Intensive Sensor Services 2003 SIGMOD 4.7405742e-05
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