Výsledky vyhledávání - Networks Network algorithms Control path algorithms

Contention-Free Configured Grant Scheduling for 5G URLLC Traffic Autor Zhang, Tianyu, Hu, Xiaobo Sharon, Han, Song

“…5G networks are being designed to support ultra reliable and low latency communication (URLLC…”
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Tropical: Enhancing SLO Attainment in Disaggregated LLM Serving via SLO-Aware Multiplexing Autor Ma, Jinming, Chen, Jiefei, Li, Xiuhong, Duan, Jiangfei, Duanmu, Haojie, Zhang, Xingcheng, Yang, Chao, Lin, Dahua

“…To guarantee service quality in transformer based large language model (LLM) serving, it is essential to meet the latency constraints of both the prefill phase…”
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NFVdeep: adaptive online service function chain deployment with deep reinforcement learning Autor Xiao, Yikai, Zhang, Qixia, Liu, Fangming, Wang, Jia, Zhao, Miao, Zhang, Zhongxing, Zhang, Jiaxing

“…With the evolution of network function virtualization (NFV), diverse network services can be flexibly offered as service function chains (SFCs…”
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Work or Sleep: Freshness-Aware Energy Scheduling for Wireless Powered Communication Networks with Interference Consideration Autor Lin, Ling, Ju, Lei, Xue, Chun Jason, Zhou, Mingliang, Zhang, Wei, Zhou, Zimeng

“…This paper explores how to schedule energy to optimize the information freshness in wireless powered communication networks (WPCNs…”
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Late Breaking Results: Parallelizing Net Routing with cGANs Autor Utyamishev, Dmitry, Partin-Vaisband, Inna

“… The key idea is based on training a conditional generative adversarial network (cGAN) to interpret a routing task as a graphical bitmap and consequently map it to an optimal routing solution represented by another bitmap…”
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LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies Autor Odema, Mohanad, Rashid, Nafiul, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al

“…Edge-Cloud hierarchical systems employing intelligence through Deep Neural Networks (DNNs…”
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Framework for Integrating Machine Learning Methods for Path-Aware Source Routing Autor Al-Najjar, Anees, Paraiso, Domingos, Kiran, Mariam, Dominicini, Cristina, Borges, Everson, Guimaraes, Rafael, Martinello, Magnos, Newman, Harvey

“…). Being one of the most complex challenges in networking, TE problems involve difficult decisions such as allocating flows, either via splitting them among multiple paths or by using a reservation…”
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Fast Computation Flow Restoration with Path-Based Two-Stage Traffic Engineering Autor Li, Xiaotian, Liu, Yong

“… In this paper, we propose a novel path-based two-stage traffic engineering scheme to trade-off between routing model complexity, network performance in the normal stage, and restoration efficiency upon failures…”
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Fault Tolerance in Time-Sensitive Networking with Mixed-Critical Traffic Autor Ma, Wenhong, Xiao, Xiangzhen, Xie, Guoqi, Guan, Nan, Jiang, Yu, Chang, Wanli

“…) has become a well-recognized promising in-vehicle network solution for increasingly automated automobiles…”
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Placement Tomography-Based Routing Blockage Generation for DRV Hotspot Mitigation Autor Kahng, Andrew B., Kundu, Sayak, Yoon, Dooseok

“…A fundamental goal in modern physical design is for the post-route layout to have a fixable number of remaining design rule violations (DRVs). We study how to…”
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Proactive inter-datacenter multicast with realtime and bulk transfers Autor Dolati, Mahdi, Ghaderi, Majid, Khonsari, Ahmad

“…In content distribution networks, a key objective is the efficient utilization of the network that interconnects geographically distributed datacenters…”
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MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows Autor Chen, Hui, Liu, Di, Li, Shiqing, Huai, Shuo, Luo, Xiangzhong, Liu, Weichen

“…Current communication infrastructures for convolutional neural networks (CNNs) only focus on specific transmission patterns, not applicable to benefit the whole system if the dataflow changes or different dataflows run in one system…”
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A Study of a Deterministic Networking Framework for Latency Critical Large Scientific Data Transfers Autor Lakshminarayana, Vijeth Kumbarahally, Oguchi, Carolina Minami, Sim, Alex, Wu, Kesheng, Ghosal, Dipak

“… To support these time-sensitive flows, the Energy Science Network (ESnet) has implemented on-demand circuits with packet priority, allowing the circuit to be utilized by other traffic when the deadline-sensitive flow is inactive…”
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Data driven control based on Deep Q-Network algorithm for heading control and path following of a ship in calm water and waves Autor Sivaraj, Sivaraman, Rajendran, Suresh, Prasad, Lokukaluge Perera

“…A reinforcement learning algorithm based on Deep Q-Networks (DQN) is used for the path following and heading control of a ship in calm water and waves…”
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Bandwidth Steering in HPC Using Silicon Nanophotonics Autor Michelogiannakis, George, Shen, Yiwen, Teh, Min Yee, Meng, Xiang, Aivazi, Benjamin, Groves, Taylor, Shalf, John, Glick, Madeleine, Ghobadi, Manya, Dennison, Larry, Bergman, Keren

“… In our simulations with a few thousand network endpoints, bandwidth steering reduces static power consumption per unit throughput by 36…”
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Path Tracking Control of Field Information-Collecting Robot Based on Improved Convolutional Neural Network Algorithm Autor Gu, Yili, Li, Zhiqiang, Zhang, Zhen, Li, Jun, Chen, Liqing

“… Second, an improved convolutional neural network model is proposed for training and learning, and the driving path is fitted by detecting and identifying corn rhizomes…”
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Fast algorithms for optimal coalition formation in federated clouds Autor Khandelwal, Yash, Purini, Suresh, Reddy, Puduru V.

“…]. Then we propose a fast polynomial time greedy algorithm to find a near optimal coalition. The profit generated by the federation obtained using the greedy algorithm is within a negligible…”
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Neuromorphic Wireless Device-Edge Co-Inference via the Directed Information Bottleneck Autor Ke, Yuzhen, Utkovski, Zoran, Heshmati, Mehdi, Simeone, Osvaldo, Dommel, Johannes, Stanczak, Slawomir

“…An important use case of next-generation wireless systems is device-edge co-inference, where a semantic task is partitioned between a device and an edge…”
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Examining the Viability of Row-Scale Disaggregation for Production Applications Autor Shorts, Curtis, Grant, Ryan E.

“… from. This is a distinctly different architecture from rack-scaled CDI as the GPUs are accessed over a network rather than existing in the same PCIe domain as the CPUs…”
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BASEL (buffer management specification language) Autor Kogan, Kirill, Menikkumbura, Danushka, Petri, Gustavo, Youngtae Noh, Nikolenko, Sergey, Eugster, Patrick

“…Buffering architectures and policies for their efficient management constitute one of the core ingredients of a network architecture…”
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