Optimization of Query Streams Using Semantic Prefetching
Summary: Introduces Scalpel, a system that detects patterns in query streams and uses context-based predictions for semantic prefetching. Learns optimizable patterns in training and merges queries into a single request, reducing latency and cost. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ivan T. Bowman
- 2. Kenneth Salem
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,166 | Sloth: Being Lazy is a Virtue (When Issuing Database Queries) | 2014 | SIGMOD | 6.391976e-05 |
| 7,842 | ChronoCache: Predictive and Adaptive Mid-Tier Query Result Caching | 2020 | SIGMOD | 4.6368238e-05 |
| 9,144 | EIRES: Efficient Integration of Remote Data in Event Stream Processing | 2021 | SIGMOD | 4.3850401e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 511 | Efficiently Publishing Relational Data as XML Documents | 2000 | VLDB | 0.00021384332 |
| 1,176 | Efficient Evaluation of XML Middle-ware Queries | 2001 | SIGMOD | 0.00013474703 |
| 4,131 | Optimization of Run-time Management of Data Intensive Web Sites | 1999 | VLDB | 6.4252784e-05 |
| 7,310 | Context-Based Prefetch for Implementing Objects on Relations | 1999 | VLDB | 4.7665106e-05 |
| 7,562 | Client-Site Query Extensions | 1999 | SIGMOD | 4.7099168e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 625 | Sequence Query Processing | 1994 | SIGMOD | 0.00018980669 |
| 12,278 | Slicing Long-Running Queries | 2010 | VLDB | 4.1945683e-05 |
| 6,374 | Optimization of Conjunctive Predicates for Main Memory Column Stores | 2016 | VLDB | 5.0927058e-05 |
| 438 | Query Optimization for Parallel Execution | 1992 | SIGMOD | 0.00023199245 |
| 7,835 | A Formal Model of Trade-off between Optimization and Execution Costs in Semantic Query Optimization | 1988 | VLDB | 4.63813e-05 |
| 6,040 | Steering Query Optimizers: A Practical Take on Big Data Workloads | 2021 | SIGMOD | 5.2412035e-05 |
| 1,219 | Rate-Based Query Optimization for Streaming Information Sources | 2002 | SIGMOD | 0.00013223888 |
| 7,727 | Semantic Query Optimization for XQuery over XML Streams | 2005 | VLDB | 4.6663256e-05 |
| 5,727 | Enabling Incremental Query Re-Optimization | 2016 | SIGMOD | 5.3510544e-05 |
| 11,021 | SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads | 2024 | VLDB | 4.1945683e-05 |