Lachesis: Robust Database Storage Management Based on Device-specific Performance Characteristics
Summary: Lachesis is a storage manager that exploits device-specific characteristics to adapt I/O and expose true access costs. It delivers near-sequential DSS I/O under mixed workloads; traces show ~10% DSS gain, up to 3× DSS and 7% OLTP speedup, restoring optimizer cost assumptions with simple config. (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 |
|---|---|---|---|---|
| 3,999 | Matching Database Access Patterns to Storage Characteristics | 2003 | VLDB | 6.5429144e-05 |
| 5,460 | Clotho: Decoupling Memory Page Layout from Storage Organization | 2004 | VLDB | 5.4942627e-05 |
| 5,916 | Early Hash Join: A Configurable Algorithm for the Efficient and Early Production of Join Results | 2005 | VLDB | 5.269117e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1 | Access Path Selection in a Relational Database Management System | 1979 | SIGMOD | 0.0040465394 |
| 52 | Database Architecture Optimized for the new Bottleneck: Memory Access | 1999 | VLDB | 0.00066322421 |
| 80 | Weaving Relations for Cache Performance | 2001 | VLDB | 0.00055735291 |
| 124 | DBMSs On A Modern Processor: Where Does Time Go? | 1999 | VLDB | 0.0004501099 |
| 240 | Cache Conscious Indexing for Decision-Support in Main Memory | 1999 | VLDB | 0.00031526134 |
| 292 | Shoring Up Persistent Applications | 1994 | SIGMOD | 0.00028735468 |
| 1,100 | Generic Database Cost Models for Hierarchical Memory Systems | 2002 | VLDB | 0.00014062265 |
| 1,659 | Fractal Prefetching B+-Trees: Optimizing Both Cache and Disk Performance | 2002 | SIGMOD | 0.00010970279 |
| 7,039 | Tabular Placement of Relational Data on MEMS-based Storage Devices | 2003 | VLDB | 4.8495964e-05 |
| 12,696 | Data Mining on an OLTP System (Nearly) for Free | 2000 | SIGMOD | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,358 | An Object Placement Advisor for DB2 Using Solid State Storage | 2009 | VLDB | 7.1724434e-05 |
| 8,714 | Tiresias: Enabling Predictive Autonomous Storage and Indexing | 2022 | VLDB | 4.457682e-05 |
| 980 | Anti-Caching: A New Approach to Database Management System Architecture | 2013 | VLDB | 0.00014868633 |
| 52 | Database Architecture Optimized for the new Bottleneck: Memory Access | 1999 | VLDB | 0.00066322421 |
| 2,582 | Database Architectures for New Hardware | 2004 | VLDB | 8.4982366e-05 |
| 1,815 | SSD Bufferpool Extensions for Database Systems | 2010 | VLDB | 0.00010439702 |
| 1,697 | Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads | 2016 | SIGMOD | 0.00010859294 |
| 7,239 | hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems | 2012 | VLDB | 4.7870862e-05 |
| 8,600 | DDS: DPU-optimized Disaggregated Storage | 2024 | VLDB | 4.4831875e-05 |
| 3,999 | Matching Database Access Patterns to Storage Characteristics | 2003 | VLDB | 6.5429144e-05 |