Ditto: An elastic and adaptive memory-disaggregated caching system

J Shen, P Zuo, X Luo, Y Su, J Gu, H Feng… - Proceedings of the 29th …, 2023 - dl.acm.org
In-memory caching systems are fundamental building blocks in cloud services. However,
due to the coupled CPU and memory on monolithic servers, existing caching systems …

An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA

M Ahn, T Willhalm, N May, D Lee, SM Desai… - Proceedings of the …, 2024 - dl.acm.org
CXL-based disaggregated memory systems offer options to expand the memory beyond the
limits of a single server via cache-coherent memory expansion cards or memory pools …

Rcmp: Reconstructing RDMA-Based Memory Disaggregation via CXL

Z Wang, Y Guo, K Lu, J Wan, D Wang, T Yao… - ACM Transactions on …, 2024 - dl.acm.org
Memory disaggregation is a promising architecture for modern datacenters that separates
compute and memory resources into independent pools connected by ultra-fast networks …

Enabling efficient large recommendation model training with near cxl memory processing

H Liu, L Zheng, Y Huang, J Zhou, C Liu… - 2024 ACM/IEEE 51st …, 2024 - ieeexplore.ieee.org
Personalized recommendation systems have become one of the most important Internet
services nowadays. A critical challenge of training and deploying the recommendation …

Data flow architectures for data processing on modern hardware

A Lerner, G Alonso - 2024 IEEE 40th International Conference …, 2024 - ieeexplore.ieee.org
The requirements arising from ever growing amounts of data and tight performance
constraints as well as the limitations encountered in improving conventional CPU …

Serverless end game: Disaggregation enabling transparency

P Garcia Lopez, A Slominski, B Metzler… - Proceedings of the 2nd …, 2024 - dl.acm.org
For many years, the distributed systems community has struggled to smooth the transition
from local to remote computing. Transparency means concealing the complexities of …

CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory

X Luo, J Shen, P Zuo, X Wang, MR Lyu… - Proceedings of the ACM …, 2024 - dl.acm.org
Disaggregated memory (DM) is a widely discussed datacenter architecture in academia and
industry. It decouples computing and memory resources from monolithic servers into two …

Software Resource Disaggregation for HPC with Serverless Computing

M Copik, M Chrapek, L Schmid, A Calotoiu… - arxiv preprint arxiv …, 2024 - arxiv.org
Aggregated HPC resources have rigid allocation systems and programming models which
struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to …

A Programming Model for Disaggregated Memory over CXL

G Assa, M Friedman, O Lahav - arxiv preprint arxiv:2407.16300, 2024 - arxiv.org
CXL (Compute Express Link) is an emerging open industry-standard interconnect between
processing and memory devices that is expected to revolutionize the way systems are …

SkyByte: Architecting an Efficient Memory-Semantic CXL-based SSD with OS and Hardware Co-design

H Zhang, Y Xue, YE Zhou, S Li, J Huang - arxiv preprint arxiv:2501.10682, 2025 - arxiv.org
The CXL-based solid-state drive (CXL-SSD) provides a promising approach towards scaling
the main memory capacity at low cost. However, the CXL-SSD faces performance …