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Ditto: An elastic and adaptive memory-disaggregated caching system
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 …
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
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 …
limits of a single server via cache-coherent memory expansion cards or memory pools …
Rcmp: Reconstructing RDMA-Based Memory Disaggregation via CXL
Memory disaggregation is a promising architecture for modern datacenters that separates
compute and memory resources into independent pools connected by ultra-fast networks …
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 …
services nowadays. A critical challenge of training and deploying the recommendation …
Data flow architectures for data processing on modern hardware
The requirements arising from ever growing amounts of data and tight performance
constraints as well as the limitations encountered in improving conventional CPU …
constraints as well as the limitations encountered in improving conventional CPU …
Serverless end game: Disaggregation enabling transparency
For many years, the distributed systems community has struggled to smooth the transition
from local to remote computing. Transparency means concealing the complexities of …
from local to remote computing. Transparency means concealing the complexities of …
CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory
Disaggregated memory (DM) is a widely discussed datacenter architecture in academia and
industry. It decouples computing and memory resources from monolithic servers into two …
industry. It decouples computing and memory resources from monolithic servers into two …
Software Resource Disaggregation for HPC with Serverless Computing
Aggregated HPC resources have rigid allocation systems and programming models which
struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to …
struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to …
A Programming Model for Disaggregated Memory over CXL
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 …
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
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 …
the main memory capacity at low cost. However, the CXL-SSD faces performance …