Feeding Frenzy: Selectively Materializing Users' Event Feeds

Summary: Selective materialization of user feeds: hybrid precompute for low-rate streams, on-demand fetch for high-rate streams. Local producer–consumer decisions based on update/view rate ratios minimize global cost; PNUTS shows lower load and scalable performance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4298
Venue: SIGMOD
Year: 2010
Pagerank: 0.0001371195
Overall Rank: 1,139 | 92.09%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,234	Managing Large Dynamic Graphs Efficiently	2012	SIGMOD	7.3302974e-05
3,406	Piggybacking on Social Networks	2013	VLDB	7.1298853e-05
3,875	Personalized Social Recommendations - Accurate or Private?	2011	VLDB	6.6704791e-05
4,444	Where in the World is My Data?	2011	VLDB	6.1767411e-05
7,057	EAGr: Supporting Continuous Ego-centric Aggregate Queries over Large Dynamic Graphs	2014	SIGMOD	4.841817e-05
8,001	TI: An Efficient Indexing Mechanism for Real-Time Search on Tweets	2011	SIGMOD	4.6056189e-05
9,551	Supporting Distributed Feed-Following Apps over Edge Devices	2013	VLDB	4.3214665e-05
11,492	QuiCK: A Queuing System in CloudKit	2021	SIGMOD	4.1905499e-05
12,072	Mobility and Social Networking: A Data Management Perspective	2013	VLDB	4.1905499e-05
12,128	Sindbad: A Location-based Social Networking System	2012	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
54	PNUTS: Yahoo!'s Hosted Data Serving Platform	2008	VLDB	0.0006582344
160	Automated Selection of Materialized Views and Indexes for SQL Databases	2000	VLDB	0.00040053897
216	Ripple Joins for Online Aggregation	1999	SIGMOD	0.00033560137
267	Deriving Production Rules for Incremental View Maintenance	1991	VLDB	0.00029818774
402	View Maintenance in a Warehousing Environment	1995	SIGMOD	0.00024179174
871	Algorithms for Creating Indexes for Very Large Tables Without Quiescing Updates	1992	SIGMOD	0.00015708561
1,006	Adaptive Filters for Continuous Queries over Distributed Data Streams	2003	SIGMOD	0.00014684829
2,026	Lazy Maintenance of Materialized Views	2007	VLDB	9.7466372e-05
2,300	Efficient View Maintenance at Data Warehouses	1997	SIGMOD	9.0703913e-05
3,038	How To Roll a Join: Asynchronous Incremental View Maintenance	2000	SIGMOD	7.6712282e-05
3,095	Asynchronous View Maintenance for VLSD Databases	2009	SIGMOD	7.5775325e-05
3,554	Data Management Projects at Google	2006	SIGMOD	6.9758494e-05
5,838	End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems	2008	VLDB	5.3076651e-05
6,200	Scalable Query Result Caching for Web Applications	2008	VLDB	5.1562671e-05
7,658	Scalable Delivery of Stream Query Result	2009	VLDB	4.6817213e-05
7,659	Just-In-Time Query Retrieval Over Partially Indexed Data on Structured P2P Overlays	2008	SIGMOD	4.6817213e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,068	Optimal Sampling From Distributed Streams	2010	PODS	9.638573e-05
1,006	Adaptive Filters for Continuous Queries over Distributed Data Streams	2003	SIGMOD	0.00014684829
1,110	Materialized View Selection and Maintenance Using Multi-Query Optimization	2001	SIGMOD	0.00013902997
3,173	Top-k Publish-Subscribe for Social Annotation of News	2013	VLDB	7.4460605e-05
497	Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems	2001	SIGMOD	0.00021667647
1,791	On-the-Fly Sharing for Streamed Aggregation	2006	SIGMOD	0.0001052731
12,338	Adaptively Parallelizing Distributed Range Queries	2009	VLDB	4.1905499e-05
9,551	Supporting Distributed Feed-Following Apps over Edge Devices	2013	VLDB	4.3214665e-05
3,406	Piggybacking on Social Networks	2013	VLDB	7.1298853e-05
6,607	Balancing Performance and Data Freshness in Web Database Servers	2003	VLDB	4.9913878e-05