An efficient hardware supported and parallelization architecture for intelligent systems to overcome speculative overheads
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.23062
Abstract: In the last few decades, technology advancements have paved the way for the creation of intelligent and autonomous systems that utilize complex calculations which are both time‐consuming and central processing unit intensive. As a consequence,… read more here.
Keywords: architectural framework; hardware; speedup; parallelization ... See more keywords
FEM×DEM multiscale modeling: Model performance enhancement from Newton strategy to element loop parallelization
Sign Up to like & getrecommendations! Published in 2018 at "International Journal for Numerical Methods in Engineering"
DOI: 10.1002/nme.5732
Abstract: The paper presents a multiscale model based on a FEMxDEM approach, a method that couples Discrete Elements at the micro-scale and Finite Elements at the macro-scale. FEMxDEM has proven to be an effective way to… read more here.
Keywords: parallelization; element; model; strategy ... See more keywords
Efficient Methods for Trace Analysis Parallelization
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Parallel Programming"
DOI: 10.1007/s10766-019-00631-4
Abstract: Tracing provides a low-impact, high-resolution way to observe the execution of a system. As the amount of parallelism in traced systems increases, so does the data generated by the trace. Most trace analysis tools work… read more here.
Keywords: trace analysis; parallelization; analysis; parallel efficiency ... See more keywords
A parallelization-in-time approach for accelerating EMT simulations
Sign Up to like & getrecommendations! Published in 2021 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2021.107346
Abstract: Abstract This paper is related to research on parallelization techniques for the simulation of electromagnetic transients (EMTs). It presents a new approach based on a parallel-in-time equation grouping and reordering (PEGR) technique whose original theoretical… read more here.
Keywords: parallelization; time approach; emt simulations; approach ... See more keywords
Optimal Parallelization of Single/Multi-Segment Real-Time Tasks for Global EDF
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2021.3071730
Abstract: Targeting global EDF scheduling, this article proposes an optimal algorithm for parallelizing tasks with parallelization freedom. For this, we extend the interference-based sufficient schedulability analysis and derive monotonic increasing properties of both tolerance and interference… read more here.
Keywords: time; multi segment; parallelization; global edf ... See more keywords
CAP: Communication-aware Automated Parallelization for Deep Learning Inference on CMP Architectures
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2021.3099688
Abstract: Real-time inference of deep learning models on embedded and energy-efficient devices becomes increasingly desirable with the rapid growth of artificial intelligence on edge. Specifically, to achieve superb energy-efficiency and scalability, efficient parallelization of single-pass deep… read more here.
Keywords: parallelization; communication; cmp; deep learning ... See more keywords
Joint Two-Tier Network Function Parallelization on Multicore Platform
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2019.2920012
Abstract: As network function virtualization (NFV) is realized based on general-purpose processors for avoiding proprietary hardware, its benefits of flexibility and agility could be compromised by the increased packet latency and reduced throughput. An effective approach… read more here.
Keywords: parallelization; network function; latency; joint two ... See more keywords
A Code Generator for Energy-Efficient Wavefront Parallelization of Uniform Dependence Computations
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2017.2709748
Abstract: Energy is now critical in all aspects of computing. We address a class of programs that includes so-called “stencil computations.” We address energy optimization of such programs. Since optimizing for speed alone already minimizes energy… read more here.
Keywords: parallelization; energy efficient; energy; code generator ... See more keywords
Frame-Based and Subpicture-Based Parallelization Approaches of the HEVC Video Encoder
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8060854
Abstract: The most recent video coding standard, High Efficiency Video Coding (HEVC), is able to significantly improve the compression performance at the expense of a huge computational complexity increase with respect to its predecessor, H.264/AVC. Parallel… read more here.
Keywords: subpicture based; parallelization; performance; frame based ... See more keywords
A Parallelization Research for FY Satellite Rainfall Estimate Day Knock off Product Algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Applied Categorical Structures"
DOI: 10.4236/acs.2018.82016
Abstract: With the development of satellite remote sensing technology, more and more requirements are put forward on the timeliness and stability of the satellite weather service system. The FY satellite rainfall estimate day knock off product… read more here.
Keywords: satellite; knock product; parallelization; mpi parallelization ... See more keywords