Unified Memory Systems

Unified Memory Systems is a memory system architecture in heterogeneous computing that presents a single, coherent address space spanning multiple heterogeneous processing units, abstracting away physically distinct memories by providing unified addressing, automatic or transparent data movement, and consistency management across devices.

Publications

2.4K

Citations

271

Authors

Institutions

Publications per year

2017–2026

Variants

Unified Memory Architecture

Parents

Heterogeneous Computing

Children

Address TranslationBandwidth OptimizationData Migration PoliciesDemand PagingFault-tolerant Memory AccessIntegrated Cpu-gpu MemoryKernel-managed MemoryMemory Access LatencyMemory Allocation StrategiesMemory Coherence

Publications

An investigation of Unified Memory Access performance in CUDA

Raphael Landaverde, Tiansheng Zhang, Ayse K. Coskun et al. · 2014 · 109 citations

Computing, Computer Science, High-performance Computing +17

NVM duet

Ren-Shuo Liu, De-yu Shen, Chia-Lin Yang et al. · 2014 · 102 citations

Engineering, Computer Engineering, Computer Science +13

Interplay between hardware prefetcher and page eviction policy in CPU-GPU unified virtual memory

Debashis Ganguly, Ziyu Zhang, Jun Yang et al. · 2019 · 84 citations

Computing, Computer Engineering, Computer Science +17

Batch-Aware Unified Memory Management in GPUs for Irregular Workloads

Hyojong Kim, Jaewoong Sim, Prasun Gera et al. · 2020 · 83 citations

Engineering, Computer Engineering, Computer Science +17

A Framework for Memory Oversubscription Management in Graphics Processing Units

Chen Li, Rachata Ausavarungnirun, Christopher J. Rossbach et al. · 2019 · 80 citations · Full text

Computing, Computer Engineering, Computer Science +17

1–5 of 74

Authors

271

JY
Jun Yang
University of Pittsburgh, United States
4 publications · 252 citations
4
h-index
SL
Seyong Lee
Oak Ridge National Laboratory, United States
3 publications · 83 citations
3
h-index
RM
Rami Melhem
University of Pittsburgh, United States
3 publications · 172 citations
3
h-index
DG
Debashis Ganguly
University of Pittsburgh, United States
3 publications · 172 citations
3
h-index
YC
Yang‐Kyu Choi
Korea Advanced Institute of Science and Technology, South Korea
3 publications · 60 citations
3
h-index

1–5 of 271

Institutions

1–8 of 83

Venues

The Journal of Supercomputing
3 publications · 84 citations
3
h-index
IEEE Electron Device Letters
2 publications · 35 citations
2
h-index
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2 publications · 38 citations
2
h-index
International Workshop on OpenCL
Conference · 1 publications · 36 citations
1
h-index
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
1 publications · 28 citations
1
h-index

1–5