This work proposes a novel scheme to facilitate heterogeneous systems with unified virtual memory. Research proposals implement coherence protocols for sequential consistency (SC) between central processing unit (CPU) cores and between devices. Such mechanisms introduce severe bottlenecks in the system; therefore, we adopt the heterogeneous-race-free (HRF) memory model. The use of HRF simplifies the coherency protocol and the graphics processing unit (GPU) memory management unit (MMU). Our protocol optimizes CPU and GPU demands separately, with the GPU part being simpler while the CPU is more elaborate and latency aware. We achieve an average 45% speedup and 45% energy-delay product reduction (20% energy) over the corresponding SC implement...
Current heterogeneous CPU-GPU architectures integrate general purpose CPUs and highly thread-level p...
Domain-disparity between CPU and Hardware Accelerators(HA) leads to CPU under-utilization and inter-...
<p>Heterogeneous architectures consisting of general-purpose CPUs and throughput-optimized GPUs are ...
This work proposes a novel scheme to facilitate heterogeneous systems with unified virtual memory. R...
The Graphics Processing Unit (GPU) has become a mainstream computing platform for a wide range of ap...
Many future heterogeneous systems will integrate CPUs and GPUs physically on a single chip and logic...
The end of Dennard scaling and Moore's law has motivated a rise in the use of parallelism and hardwa...
2018-02-23Graphics Processing Units (GPUs) are designed primarily to execute multimedia, and game re...
Commodity heterogeneous systems (e.g., integrated CPUs and GPUs), now support a unified, shared memo...
Graphics Processing Units (GPUs) have been shown to be effective at achieving large speedups over co...
Although current homogeneous chips tightly couple the cores with cache-coherent shared virtual memor...
With the ever-growing demands for GPUs, most organizations allow users to share the multi-GPU server...
High compute-density with massive thread-level parallelism of Graphics Processing Units (GPUs) is be...
As we continue to be able to put an increasing number of transistors on a single chip, the answer to...
Integrated Heterogeneous System (IHS) processors pack throughput-oriented General-Purpose Graphics P...
Current heterogeneous CPU-GPU architectures integrate general purpose CPUs and highly thread-level p...
Domain-disparity between CPU and Hardware Accelerators(HA) leads to CPU under-utilization and inter-...
<p>Heterogeneous architectures consisting of general-purpose CPUs and throughput-optimized GPUs are ...
This work proposes a novel scheme to facilitate heterogeneous systems with unified virtual memory. R...
The Graphics Processing Unit (GPU) has become a mainstream computing platform for a wide range of ap...
Many future heterogeneous systems will integrate CPUs and GPUs physically on a single chip and logic...
The end of Dennard scaling and Moore's law has motivated a rise in the use of parallelism and hardwa...
2018-02-23Graphics Processing Units (GPUs) are designed primarily to execute multimedia, and game re...
Commodity heterogeneous systems (e.g., integrated CPUs and GPUs), now support a unified, shared memo...
Graphics Processing Units (GPUs) have been shown to be effective at achieving large speedups over co...
Although current homogeneous chips tightly couple the cores with cache-coherent shared virtual memor...
With the ever-growing demands for GPUs, most organizations allow users to share the multi-GPU server...
High compute-density with massive thread-level parallelism of Graphics Processing Units (GPUs) is be...
As we continue to be able to put an increasing number of transistors on a single chip, the answer to...
Integrated Heterogeneous System (IHS) processors pack throughput-oriented General-Purpose Graphics P...
Current heterogeneous CPU-GPU architectures integrate general purpose CPUs and highly thread-level p...
Domain-disparity between CPU and Hardware Accelerators(HA) leads to CPU under-utilization and inter-...
<p>Heterogeneous architectures consisting of general-purpose CPUs and throughput-optimized GPUs are ...