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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
- 12771
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 4.5010191e-05
- Overall Rank
- 8,482 | 41.00%
- 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 |
| 680 |
FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory |
2016 |
SIGMOD |
0.0001821501 |
| 735 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017452467 |
| 819 |
Persistent B+-Trees in Non-Volatile Main Memory |
2015 |
VLDB |
0.00016298164 |
| 1,101 |
Generic Database Cost Models for Hierarchical Memory Systems |
2002 |
VLDB |
0.00014070632 |
| 1,405 |
BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory |
2018 |
VLDB |
0.00012174592 |
| 1,661 |
Managing Non-Volatile Memory in Database Systems |
2018 |
SIGMOD |
0.00010978755 |
| 1,888 |
Dash: Scalable Hashing on Persistent Memory |
2020 |
VLDB |
0.00010202743 |
| 2,510 |
LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory |
2020 |
VLDB |
8.6204284e-05 |
| 2,568 |
Towards Cost-Optimal Query Processing in the Cloud |
2021 |
VLDB |
8.5239227e-05 |
| 2,916 |
Quantifying TPC-H Choke Points and Their Optimizations |
2020 |
VLDB |
7.9068048e-05 |
| 3,905 |
Native Store Extension for SAP HANA |
2019 |
VLDB |
6.6408563e-05 |
| 3,939 |
How to Build a Non-Volatile Memory Database Management System |
2017 |
SIGMOD |
6.6155594e-05 |
| 4,235 |
Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory |
2021 |
SIGMOD |
6.3342932e-05 |
| 4,578 |
SAP HANA Adoption of Non-Volatile Memory |
2017 |
VLDB |
6.0708028e-05 |
| 5,374 |
Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines |
2020 |
SIGMOD |
5.5424901e-05 |
| 5,881 |
Page As You Go: Piecewise Columnar Access In SAP HANA |
2016 |
SIGMOD |
5.2895336e-05 |
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