PerMA-bench: benchmarking persistent memory access

L Benson, L Papke, T Rabl - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
Persistent memory's (PMem) byte-addressability and persistence at DRAM-like speed with
SSD-like capacity have the potential to cause a major performance shift in database storage …

SAP HANA Data Volume Management

S Kumar - arXiv preprint arXiv:2305.17723, 2023 - arxiv.org
Today information technology is a data-driven environment. The role of data is to empower
business leaders to make decisions based on facts, trends, and statistical numbers. SAP is …

Sorting on Byte-Addressable Storage: The Resurgence of Tree Structure

Y Zheng, KL Tan - Proceedings of the VLDB Endowment, 2024 - dl.acm.org
The tree structure is notably popular for storage and indexing; however, tree-based sorting
such as tree sort is rarely used in practice. Nevertheless, with the advent of byte …

Krypton: Real-Time Serving and Analytical SQL Engine at ByteDance

J Chen, R Shi, H Chen, L Zhang, R Li, W Ding… - Proceedings of the …, 2023 - dl.acm.org
In recent years, at ByteDance, we have started seeing more and more business scenarios
that require performing real-time data serving besides complex Ad Hoc analysis over large …

A performance study of optane persistent memory: from storage data structures' perspective

AAR Islam, C York, D Dai - CCF Transactions on High Performance …, 2022 - Springer
In this paper, we study the performance of Intel Optane DC Persistent Memory (Optane DC
PMEM) from the storage data structures' perspective. This is different from existing Optane …

Accelerating Cloud-Native Databases with Distributed PMem Stores

J Sun, H Ma, L Zhang, H Liu, H Shi… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Relational databases have gone through a phase of architectural transition from a
monolithic to a distributed architecture to take full advantage of cloud technology. These …

Persistent memory-aware scheduling for serverless workloads

A Samanta, F Ahmed, L Cao… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
In the last few years, persistent memory (PM) has become widely commercially available.
PM's direct load/store interface allows fine-grained storage access that fully bypasses all …

NOBtree: A NUMA-Optimized Tree Index for Nonvolatile Memory

Z Chu, P Jin, Y Luo, X Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Nonvolatile memory (NVM) suffers from more serious nonuniform memory access (NUMA)
effects than DRAM because of the lower bandwidth and higher latency. While numerous …

[PDF][PDF] A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory [Technical Report]

W Huang, Y Ji, X Zhou, B He, KL Tan - 2022 - comp.nus.edu.sg
The long-standing debate on whether it is essential to perform partitioning for main-memory
hash joins has been rigorously argued for decades. Within the scope of DRAM, however, the …

A NUMA-aware Graph Database for Hybrid Memory System

S Tan, C Liu, D Li, Y Tang… - … IEEE Intl Conf on Parallel & …, 2023 - ieeexplore.ieee.org
Compared to traditional relational databases (RDBMS), specialized graph databases
(GDBs) can efficiently store and process graph data in both time and space. Hence, domains …