Search Results - communication-avoidance algorithms

Combinatorial BLAS 2.0: Scaling Combinatorial Algorithms on Distributed-Memory Systems by Azad, Ariful, Selvitopi, Oguz, Hussain, Md Taufique, Gilbert, John R., Buluc, Aydn

“… This article details many of the key technical features of Combinatorial BLAS version 2.0, such as communication avoidance, hierarchical parallelism via in-node…”
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Communication Avoidance for Algorithms with Sparse All-to-all Interactions by Koanantakool, Penporn

“… Minimizing communication is therefore necessary in devising scalable parallel algorithms. This work discusses parallelizing kernels in applications ranging from chemistry and cosmology to machine learning…”
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DistGNN: Scalable Distributed Training for Large-Scale Graph Neural Networks by Md, Vasimuddin, Misra, Sanchit, Ma, Guixiang, Mohanty, Ramanarayan, Georganas, Evangelos, Heinecke, Alexander, Kalamkar, Dhiraj, Ahmed, Nesreen K., Avancha, Sasikanth

“… implementation, communication reduction using a minimum vertex-cut graph partitioning algorithm and communication avoidance…”
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Design and Implementation of a Communication-Optimal Classifier for Distributed Kernel Support Vector Machines by You, Yang, Demmel, James, Czechowski, Kent, Song, Le, Vuduc, Rich

“…We consider the problem of how to design and implement communication-efficient versions of parallel kernel support vector machines, a widely used classifier in…”
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Stochastic Communication Avoidance for Recommendation Systems by Lutfi Eren Erdogan, Vijay Anand Raghava Kanakagiri, Keutzer, Kurt, Dong, Zhen

“…One of the major bottlenecks for efficient deployment of neural network based recommendation systems is the memory footprint of their embedding tables…”
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Improved Stochastic-Based Interference Avoidance Algorithm for Fifth Generation Communication by Ahmed Saeed Obied, Hind Mowafaq Taha, Ahmad Shahidan Abdullah

“…) algorithm that primarily targets the minimization of self-interference and error rates in 5G communication…”
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Higher-Order QR with Tournament Pivoting for Tensor Compression by Beaupère, Matthias, Frenkiel, David, Grigori, Laura

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Adaptive Multi-Robot Communication System and Collision Avoidance Algorithm for Precision Agriculture by Ünal, İlker, Kabaş, Önder, Eceoğlu, Osman, Moiceanu, Georgiana

“…In precision farming technology, the interest of the researchers has been focused on the applications of autonomous mobile robots for agricultural operations…”
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Hybrid parallelization of Euler–Lagrange simulations based on MPI-3 shared memory by Kopper, Patrick, Copplestone, Stephen M., Pfeiffer, Marcel, Koch, Christian, Fasoulas, Stefanos, Beck, Andrea

“… One of the most prominent slowdowns is the search for halo elements in physical space for the purpose of runtime communication avoidance…”
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Genetic algorithm-based secure cooperative control for high-order nonlinear multi-agent systems with unknown dynamics by Wang, Xin, Yang, Dongsheng, Dolly, D Raveena Judie, Chen, Shuang, Alassafi, Madini O., Alsaadi, Fawaz E., Lyu, Jianhui

“… However, controlling high-order nonlinear MAS with unknown dynamics raises challenges. This paper proposes an enhanced genetic algorithm strategy to enhance secure cooperative control performance…”
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TOD-Tree: Task-Overlapped Direct Send Tree Image Compositing for Hybrid MPI Parallelism and GPUs by Pascal Grosset, A. V., Prasad, Manasa, Christensen, Cameron, Knoll, Aaron, Hansen, Charles

“… In this paper, we present an image compositing algorithm that works on both CPU-only and GPU-accelerated supercomputers and focuses on communication avoidance and overlapping communication…”
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CA-SVM: Communication-Avoiding Support Vector Machines on Distributed Systems by Yang You, Demmel, James, Czechowski, Kenneth, Le Song, Vuduc, Richard

“…We consider the problem of how to design and implement communication-efficient versions of parallel support vector machines, a widely used classifier in…”
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Effect of Vehicle-to-Vehicle Communication Latency on a Collision Avoidance Algorithm for Heavy Road Vehicles by Yellapantula, Venkata Ramani Shreya, Rao, Rakesh N., Subramanian, Shankar C.

“…) communication on a collision avoidance algorithm developed for heavy road vehicles. Experiments performed on a Hardware-in-Loop (HiL…”
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Efficient Number Theoretic Transform accelerator on the versal platform powered by the AI Engine by Bao, Zhenshan, Zang, Tianhao, Liu, Yiqi, Zhang, Wenbo

“…) and compute engines on the AIE. For inter-core parallelism on the AIE array, we propose an efficient method that applies the communication avoidance strategy to meet resource constraints…”
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LSDA-APF: A Local Obstacle Avoidance Algorithm for Unmanned Surface Vehicles Based on 5G Communication Environment by Li, Xiaoli, Jiao, Tongtong, Ma, Jinfeng, Duan, Dongxing, Liang, Shengbin

“…In view of the complex marine environment of navigation, especially in the case of multiple static and dynamic obstacles, the traditional obstacle avoidance algorithms applied to unmanned surface vehicles (USV…”
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Multi-AUV heterogeneous bipartite consensus formation obstacle avoidance algorithm based on event triggering-RMPC under measurement-communication union framework by Wang, Zhaoyang, Xu, Bo, Li, Weihao, Feng, Zhiguang

“…This paper investigates a robust model predictive control-based event triggering (ET-RMPC) for heterogeneous autonomous underwater vehicle (AUV) bipartite…”
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Demonstration of Forward Collision Avoidance Algorithm Based on V2V Communication by Hosny, Ahmed, Yousef, Mohamed, Gamil, Wessam, Adel, Mohamed, Mostafa, Hassan, Darweesh, M. Saeed

“…This paper proposes a hardware implementation of a Vehicle-to-Vehicle (V2V) communication-based forward collision avoidance algorithm by alarming the driver about potential crashes…”
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Collaborative collision avoidance for Maritime Autonomous Surface Ships: A review by Akdağ, Melih, Solnør, Petter, Johansen, Tor Arne

“…Collision avoidance algorithms for autonomous ships are frequently proposed, but very few studies consider the interaction and information exchange between ships, and if they…”
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Effectiveness of BPSK Modulation With Peak Noise Avoidance Algorithm in Smart Street Lighting Communications Based on PLC by Kiedrowski, Piotr, Marciniak, Tomasz, Lutowski, Zbigniew, Zabłudowski, Łukasz

“… The work concludes with disadvantages of using the peak noise avoidance algorithm in PLC communication for smart street lighting…”
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Hybrid Parallelization of Euler-Lagrange Simulations Based on MPI-3 Shared Memory by Kopper, Patrick, Copplestone, Stephen, Pfeiffer, Marcel, Koch, Christian, Fasoulas, Stefanos, Beck, Andrea

“… One of the most prominent slowdowns is the search for halo elements in physical space for the purpose of runtime communication avoidance…”
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