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Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory
Summary: Cost model for heterogeneous main memory placement in IMDBMS (DRAM vs PMEM) using lightweight workload signatures. Prototype on SAP HANA shows all-PMEM hurts analytics; pareto-optimal placement preserves >75% of table data in PMEM with ≤10% DRAM-baseline loss.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12772
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 4.4967042e-05
- Overall Rank
- 8,481 | 41.06%
- DOI
-
10.14778/3551793.3551837
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
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 |
| 643 |
FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory |
2016 |
SIGMOD |
0.00018733394 |
| 729 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017448059 |
| 809 |
Persistent B+-Trees in Non-Volatile Main Memory |
2015 |
VLDB |
0.00016409797 |
| 1,100 |
Generic Database Cost Models for Hierarchical Memory Systems |
2002 |
VLDB |
0.00014062265 |
| 1,306 |
BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory |
2018 |
VLDB |
0.00012674725 |
| 1,649 |
Managing Non-Volatile Memory in Database Systems |
2018 |
SIGMOD |
0.00011006201 |
| 1,823 |
Dash: Scalable Hashing on Persistent Memory |
2020 |
VLDB |
0.00010403355 |
| 2,508 |
LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory |
2020 |
VLDB |
8.6251065e-05 |
| 2,553 |
Towards Cost-Optimal Query Processing in the Cloud |
2021 |
VLDB |
8.5522099e-05 |
| 2,914 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
7.9197583e-05 |
| 3,907 |
Native Store Extension for SAP HANA |
2019 |
VLDB |
6.6384027e-05 |
| 3,937 |
How to Build a Non-Volatile Memory Database Management System |
2017 |
SIGMOD |
6.6114468e-05 |
| 4,576 |
SAP HANA Adoption of Non-Volatile Memory |
2017 |
VLDB |
6.0660324e-05 |
| 4,816 |
Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory |
2021 |
SIGMOD |
5.897817e-05 |
| 5,362 |
Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines |
2020 |
SIGMOD |
5.5474601e-05 |
| 5,887 |
Page As You Go: Piecewise Columnar Access In SAP HANA |
2016 |
SIGMOD |
5.2844554e-05 |
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