Markov decision processes provide a formal framework for a computer to make decisions autonomously and intelligently when the effects of its actions are not deterministic. This …
F Zhang, J Zhai, B Wu, B He, W Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The integrated architecture that features both CPU and GPU on the same die is an emerging and promising architecture for fine-grained CPU-GPU collaboration. However, the …
This paper presents a framework targeted to low-cost and low-power heterogeneous MultiProcessors that exploits FPGAs and multicore CPUs, with the overarching goal of …
L Wan, W Zheng, X Yuan - IEEE Access, 2021 - ieeexplore.ieee.org
Heterogeneous systems consisting of multiple multi-core CPUs and many-core accelerators have recently come into wide use, and more and more parallel applications are developed …
V Skorych, M Dosta - Concurrency and Computation: Practice …, 2022 - Wiley Online Library
The efficiency of the simulations with the discrete element method (DEM) is significantly improved using a novel computational strategy. The new method is developed with a focus …
M Agostini, F O'Brien, T Abdelrahman - Proceedings of the 49th …, 2020 - dl.acm.org
We propose, implement and evaluate a work stealing based scheduler, called HWS, for graph processing on heterogeneous CPU-FPGA systems that tightly couple the CPU and …
The trend for heterogeneous embedded systems is the integration of accelerators and general-purpose CPU cores on the same die. In these integrated architectures, like the Zynq …
In this work, we study the problem of efficiently executing a state-of-the-art time series algorithm class–SCAMP–on a heterogeneous platform comprised of CPU+ High …
Heterogeneous computing that exploits simultaneous co-processing with different device types has been shown to be effective at both increasing performance and reducing energy …