PerMA-Bench: Benchmarking Persistent Memory Access

Summary: PerMA-Bench: configurable benchmark framework for evaluating database-related PMem access. Extensive cross-server study of Optane Gen1/Gen2 across DIMM counts and power budgets reveals design choices affecting bandwidth, latency, and OPS; PMem often DRAM-competitive, with eight influencing factors. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12738
Venue: VLDB
Year: 2022
Pagerank: 4.3958463e-05
Overall Rank: 9,101 | 36.69%
DOI: 10.14778/3551793.3551807

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,043	NVM: Is it Not Very Meaningful for Databases?	2023	VLDB	4.8539749e-05
8,513	CXL Memory Performance for In-Memory Data Processing	2025	VLDB	4.4947795e-05
8,855	A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory	2023	VLDB	4.4348906e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
418	Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age	2014	SIGMOD	0.00023729211
680	FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory	2016	SIGMOD	0.0001821501
952	Let’s Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems	2015	SIGMOD	0.00015103873
1,661	Managing Non-Volatile Memory in Database Systems	2018	SIGMOD	0.00010978755
1,842	Write-Behind Logging	2017	VLDB	0.00010345337
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
2,992	DPTree: Differential Indexing for Persistent Memory	2020	VLDB	7.7693475e-05
3,085	Viper: An Efficient Hybrid PMem-DRAM Key-Value Store	2021	VLDB	7.5993418e-05
3,470	Evaluating Persistent Memory Range Indexes	2020	VLDB	7.0655357e-05
4,074	Understanding the Idiosyncrasies of Real Persistent Memory	2021	VLDB	6.4717302e-05
4,281	Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads	2021	SIGMOD	6.2940039e-05
5,448	Enabling Low Tail Latency on Multicore Key-Value Stores	2020	VLDB	5.501371e-05
6,142	SSDs Striking Back: The Storage Jungle and Its Implications on Persistent Indexes	2022	CIDR	5.1890295e-05
7,630	Evaluating Persistent Memory Range Indexes: Part Two	2022	VLDB	4.6923637e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,482	Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory	2022	VLDB	4.5010191e-05
7,043	NVM: Is it Not Very Meaningful for Databases?	2023	VLDB	4.8539749e-05
4,903	Persistent Memory Hash Indexes: An Experimental Evaluation	2021	VLDB	5.8399968e-05
13,202	Micro-architectural Analysis of OLAP Systems on Persistent Memory	2022	CIDR	-
3,525	Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory	2020	VLDB	7.0080401e-05
3,470	Evaluating Persistent Memory Range Indexes	2020	VLDB	7.0655357e-05
7,873	PiBench Online: Interactive Benchmarking of Persistent Memory Indexes	2020	VLDB	4.6305331e-05
7,630	Evaluating Persistent Memory Range Indexes: Part Two	2022	VLDB	4.6923637e-05
4,074	Understanding the Idiosyncrasies of Real Persistent Memory	2021	VLDB	6.4717302e-05
4,281	Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads	2021	SIGMOD	6.2940039e-05