Evaluation Strategies for Top-k Queries over Memory-Resident Inverted Indexes
Summary: Evaluation of DAAT vs TAAT top-k query strategies over memory-resident inverted indexes in Yahoo's online-ad platform. Adapts disk-oriented algorithms to memory and shows up to 60% latency and cost reductions on real ad workloads, confirming algorithmic gains. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Marcus Fontoura
- 2. Vanja Josifovski
- 3. Jinhui Liu
- 4. Srihari Venkatesan
- 5. Xiangfei Zhu
- 6. Jason Zien
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,953 | Efficient Top-K SimRank-based Similarity Join | 2015 | VLDB | 5.8060034e-05 |
| 11,537 | Tanium Reveal: A Federated Search Engine for Querying Unstructured File Data on Large Enterprise Networks | 2021 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015436578 |
| 2,951 | Indexing Boolean Expressions | 2009 | VLDB | 7.8248136e-05 |
| 3,097 | Optimized Query Execution in Large Search Engines with Global Page Ordering | 2003 | VLDB | 7.5745942e-05 |
| 5,589 | Efficiently Evaluating Complex Boolean Expressions | 2010 | SIGMOD | 5.4187931e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,967 | Processing a Large Number of Continuous Preference Top-k Queries | 2012 | SIGMOD | 7.7975455e-05 |
| 3,911 | Progressive and Selective Merge: Computing Top-K with Ad-hoc Ranking Functions | 2007 | SIGMOD | 6.6343292e-05 |
| 12,119 | Optimal Top-k Generation of Attribute Combinations based on Ranked Lists | 2012 | SIGMOD | 4.1905499e-05 |
| 11,833 | Efficient Top-k Indexing via General Reductions | 2016 | PODS | 4.1905499e-05 |
| 5,074 | Branch-and-Bound Algorithm for Reverse Top-k Queries | 2013 | SIGMOD | 5.7113169e-05 |
| 11,698 | Document Reordering for Faster Intersection | 2019 | VLDB | 4.1905499e-05 |
| 7,966 | Efficient Top-K Processing Over Query-Dependent Functions | 2008 | VLDB | 4.6089395e-05 |
| 2,014 | IO-Top-k: Index-access Optimized Top-k Query Processing | 2006 | VLDB | 9.7982231e-05 |
| 7,273 | Efficient and Generic Evaluation of Ranked Queries | 2011 | SIGMOD | 4.775366e-05 |
| 7,133 | Anytime Measures for Top-k Algorithms | 2007 | VLDB | 4.8175888e-05 |