Delta: Scalable Data Dissemination under Capacity Constraints
Summary: Delta scales pub-sub under capacity constraints by off-loading subscriptions and reusing results via view-based rewriting. A hierarchical dissemination network with LP optimization organizes views under capacity constraints to minimize latency; WAN validated. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,921 | Selecting Subexpressions to Materialize at Datacenter Scale | 2018 | VLDB | 0.00010085899 |
| 5,575 | Optimizing Data Pipelines for Machine Learning in Feature Stores | 2023 | VLDB | 5.4253204e-05 |
| 8,792 | Graphsurge: Graph Analytics on View Collections Using Differential Computation | 2021 | SIGMOD | 4.4457318e-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 |
|---|---|---|---|---|
| 41 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases | 2000 | SIGMOD | 0.00073944756 |
| 99 | XMark: A Benchmark for XML Data Management | 2002 | VLDB | 0.00050043993 |
| 619 | Towards an Internet-Scale XML Dissemination Service | 2004 | VLDB | 0.00018983711 |
| 775 | Materialized View Maintenance and Integrity Constraint Checking: Trading Space for Time | 1996 | SIGMOD | 0.00016775051 |
| 1,155 | A Scalable Algorithm for Answering Queries Using Views | 2000 | VLDB | 0.00013606507 |
| 3,289 | Implementing A Scalable XML Publish/Subscribe System Using Relational Database Systems | 2004 | SIGMOD | 7.2650624e-05 |
| 4,810 | Massively Multi-Query Join Processing in Publish/Subscribe Systems | 2007 | SIGMOD | 5.9018713e-05 |
| 6,830 | Stacked Indexed Views in Microsoft SQL Server | 2005 | SIGMOD | 4.9081078e-05 |
| 8,431 | Materialized View Selection for XQuery Workloads | 2012 | SIGMOD | 4.5084372e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,575 | ProSem: Scalable Wide-Area Publish/Subscribe | 2008 | SIGMOD | - |
| 619 | Towards an Internet-Scale XML Dissemination Service | 2004 | VLDB | 0.00018983711 |
| 8,028 | Diversity-Aware Top-k Publish/Subscribe for Text Stream | 2015 | SIGMOD | 4.5985485e-05 |
| 3,295 | Boosting Topic-Based Publish-Subscribe Systems with Dynamic Clustering | 2007 | SIGMOD | 7.2563022e-05 |
| 5,396 | Scalable Ranked Publish/Subscribe | 2008 | VLDB | 5.5279512e-05 |
| 8,491 | Value-Based Notification Conditions in Large-Scale Publish/Subscribe Systems | 2007 | VLDB | 4.4948046e-05 |
| 497 | Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems | 2001 | SIGMOD | 0.00021667647 |
| 5,838 | End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems | 2008 | VLDB | 5.3076651e-05 |
| 3,405 | On the Database/Network Interface in Large-Scale Publish/Subscribe Systems | 2006 | SIGMOD | 7.1309249e-05 |
| 7,658 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6817213e-05 |