Characterizing the performance of intel optane persistent memory: A close look at its on-dimm buffering

L Xiang, X Zhao, J Rao, S Jiang, H Jiang - Proceedings of the …, 2022 - dl.acm.org
We present a comprehensive and in-depth study of Intel Optane DC persistent memory
(DCPMM). Our focus is on exploring the internal design of Optane's on-DIMM read-write …

Toward sustainable hpc: Carbon footprint estimation and environmental implications of hpc systems

B Li, R Basu Roy, D Wang, S Samsi… - Proceedings of the …, 2023 - dl.acm.org
The rapid growth in demand for HPC systems has led to a rise in carbon footprint, which
requires urgent intervention. In this work, we present a comprehensive analysis of the …

Improving performance of flash based {Key-Value} stores using storage class memory as a volatile memory extension

HT Kassa, J Akers, M Ghosh, Z Cao, V Gogte… - 2021 USENIX Annual …, 2021 - usenix.org
High-performance flash-based key-value stores in data-centers utilize large amounts of
DRAM to cache hot data. However, motivated by the high cost and power consumption of …

{ArchTM}:{Architecture-Aware}, high performance transaction for persistent memory

K Wu, J Ren, I Peng, D Li - 19th USENIX Conference on File and Storage …, 2021 - usenix.org
Failure-atomic transactions are a critical mechanism for accessing and manipulating data on
persistent memory (PM) with crash consistency. We identify that small random writes in …

Power-optimized deployment of key-value stores using storage class memory

HT Kassa, J Akers, M Ghosh, Z Cao, V Gogte… - ACM Transactions on …, 2022 - dl.acm.org
High-performance flash-based key-value stores in data-centers utilize large amounts of
DRAM to cache hot data. However, motivated by the high cost and power consumption of …

Sustainable hpc: Modeling, characterization, and implications of carbon footprint in modern hpc systems

B Li, S Samsi, V Gadepally, D Tiwari - arXiv preprint arXiv:2306.13177, 2023 - arxiv.org
The rapid growth in demand for HPC systems has led to a rise in energy consumption and
carbon emissions, which requires urgent intervention. In this work, we present a …

A detailed study of sot-mram as an alternative to dram primary memory in multi-core environment

HD Kallinatha, S Rai, B Talawar - IEEE Access, 2024 - ieeexplore.ieee.org
As the current primary memory technology is reaching its limits, it is essential to explore
alternative memory technologies to accommodate modern applications and use cases …

Optimizing large-scale plasma simulations on persistent memory-based heterogeneous memory with effective data placement across memory hierarchy

J Ren, J Luo, I Peng, K Wu, D Li - Proceedings of the ACM International …, 2021 - dl.acm.org
Particle simulations of plasma are important for understanding plasma dynamics in space
weather and fusion devices. However, production simulations that use billions and even …

A quantitative approach for adopting disaggregated memory in HPC systems

J Wahlgren, G Schieffer, M Gokhale… - Proceedings of the …, 2023 - dl.acm.org
Memory disaggregation has recently been adopted in data centers to improve resource
utilization, motivated by cost and sustainability. Recent studies on large-scale HPC facilities …

Merchandiser: Data placement on heterogeneous memory for task-parallel hpc applications with load-balance awareness

Z Xie, J Liu, J Li, D Li - Proceedings of the 28th ACM SIGPLAN Annual …, 2023 - dl.acm.org
The emergence of heterogeneous memory (HM) provides a cost-effective and high-
performance solution to memory-consuming HPC applications. Deciding the placement of …