CPU-free Computing: A Vision with a Blueprint
A Trivedi, MS Brunella - Proceedings of the 19th Workshop on Hot Topics …, 2023 - dl.acm.org
Since the inception of computing, we have been reliant on CPU-powered architectures.
However, today this reliance is challenged by manufacturing limitations (CMOS scaling) …
However, today this reliance is challenged by manufacturing limitations (CMOS scaling) …
SDM: Sharing-Enabled Disaggregated Memory System with Cache Coherent Compute Express Link
Disaggregated memory has been gaining significant traction as a promising solution for
scaling memory capacity and better utilizing memory resources in data centers. However, a …
scaling memory capacity and better utilizing memory resources in data centers. However, a …
The difficult balance between modern hardware and conventional CPUs
Research has demonstrated the potential of accelerators in a wide range of use cases.
However, there is a growing imbalance between modern hardware and the CPUs that …
However, there is a growing imbalance between modern hardware and the CPUs that …
XFM: Accelerated Software-Defined Far Memory
N Patel, A Mamandipoor, D Quinn, M Alian - Proceedings of the 56th …, 2023 - dl.acm.org
DRAM constitutes over 50% of server cost and 75% of the embodied carbon footprint of a
server. To mitigate DRAM cost, far memory architectures have emerged. They can be …
server. To mitigate DRAM cost, far memory architectures have emerged. They can be …
Exploring Performance and Cost Optimization with ASIC-Based CXL Memory
As memory-intensive applications continue to drive the need for advanced architectural
solutions, Compute Express Link (CXL) has risen as a promising interconnect technology …
solutions, Compute Express Link (CXL) has risen as a promising interconnect technology …
BonsaiKV: Towards Fast, Scalable, and Persistent Key-Value Stores with Tiered, Heterogeneous Memory System
Emerging NUMA/CXL-based tiered memory systems with heterogeneous memory devices
such as DRAM and NVMM deliver ultrafast speed, large capacity, and data persistence all at …
such as DRAM and NVMM deliver ultrafast speed, large capacity, and data persistence all at …
Dynamic capacity service for improving CXL pooled memory efficiency
Compute Express Link (CXL) pooled memory is gaining attention from the industry as a
viable memory disaggregation solution offering memory expansion and alleviating memory …
viable memory disaggregation solution offering memory expansion and alleviating memory …
Accelerating performance of gpu-based workloads using cxl
High-performance computing (HPC) workloads such as scientific simulations and deep
learning (DL) running across multi-GPU systems are memory and data-intensive, relying on …
learning (DL) running across multi-GPU systems are memory and data-intensive, relying on …
Bridging Software-Hardware for CXL Memory Disaggregation in Billion-Scale Nearest Neighbor Search
J Jang, H Choi, H Bae, S Lee, M Kwon… - ACM Transactions on …, 2024 - dl.acm.org
We propose CXL-ANNS, a software-hardware collaborative approach to enable scalable
approximate nearest neighbor search (ANNS) services. To this end, we first disaggregate …
approximate nearest neighbor search (ANNS) services. To this end, we first disaggregate …
Object-oriented Unified Encrypted Memory Management for Heterogeneous Memory Architectures
In contemporary database applications, the demand for memory resources is intensively
high. To enhance adaptability to varying resource needs and improve cost efficiency, the …
high. To enhance adaptability to varying resource needs and improve cost efficiency, the …