A case for toggle-aware compression for GPU systems
Data compression can be an effective method to achieve higher system performance and
energy efficiency in modern data-intensive applications by exploiting redundancy and data …
energy efficiency in modern data-intensive applications by exploiting redundancy and data …
Toggle-aware compression for GPUs
Memory bandwidth compression can be an effective way to achieve higher system
performance and energy efficiency in modern data-intensive applications by exploiting …
performance and energy efficiency in modern data-intensive applications by exploiting …
Exploiting adaptive data compression to improve performance and energy-efficiency of compute workloads in multi-GPU systems
Graphics Processing Unit (GPU) performance has relied heavily on our ability to scale of
number of transistors on chip, in order to satisfy the ever-increasing demands for more …
number of transistors on chip, in order to satisfy the ever-increasing demands for more …
Latte-cc: Latency tolerance aware adaptive cache compression management for energy efficient gpus
A Arunkumar, SY Lee… - … Symposium on High …, 2018 - ieeexplore.ieee.org
General-purpose GPU applications are significantly constrained by the efficiency of the
memory subsystem and the availability of data cache capacity on GPUs. Cache …
memory subsystem and the availability of data cache capacity on GPUs. Cache …
A case for core-assisted bottleneck acceleration in GPUs: enabling flexible data compression with assist warps
Modern Graphics Processing Units (GPUs) are well provisioned to support the concurrent
execution of thousands of threads. Unfortunately, different bottlenecks during execution and …
execution of thousands of threads. Unfortunately, different bottlenecks during execution and …
E^ 2MC: Entropy Encoding Based Memory Compression for GPUs
Modern Graphics Processing Units (GPUs) provide much higher off-chip memory bandwidth
than CPUs, but many GPU applications are still limited by memory bandwidth. Unfortunately …
than CPUs, but many GPU applications are still limited by memory bandwidth. Unfortunately …
CULZSS: LZSS lossless data compression on CUDA
Increasing needs in efficient storage management and better utilization of network
bandwidth with less data transfer have led the computing community to consider data …
bandwidth with less data transfer have led the computing community to consider data …
High-throughput, lossless data compresion on FPGAs
B Sukhwani, B Abali, B Brezzo… - 2011 IEEE 19th Annual …, 2011 - ieeexplore.ieee.org
Loss less compression is often used before writing data to a storage medium or transmitting
across a transmission medium. Compression aids by saving storage space or transmission …
across a transmission medium. Compression aids by saving storage space or transmission …
Lossless and lossy memory I/O link compression for improving performance of GPGPU workloads
State-of-the-art graphic processing units (GPUs) provide very high memory bandwidth, but
the performance of many general-purpose GPU (GPGPU) workloads is still bounded by …
the performance of many general-purpose GPU (GPGPU) workloads is still bounded by …
[图书][B] Parallel lossless data compression on the GPU
We present parallel algorithms and implementations of a bzip2-like lossless data
compression scheme for GPU architectures. Our approach parallelizes three main stages in …
compression scheme for GPU architectures. Our approach parallelizes three main stages in …