Search Results - "Networks Network algorithms Control path algorithms"

NFVdeep: adaptive online service function chain deployment with deep reinforcement learning by 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) consisted of…”
Get full text

Tropical: Enhancing SLO Attainment in Disaggregated LLM Serving via SLO-Aware Multiplexing by 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…”
Get full text

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

“…5G networks are being designed to support ultra reliable and low latency communication (URLLC) services in many real-time industrial applications. The…”
Get full text

Work or Sleep: Freshness-Aware Energy Scheduling for Wireless Powered Communication Networks with Interference Consideration by 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) when considering channel…”
Get full text

LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies by Odema, Mohanad, Rashid, Nafiul, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al

“…Edge-Cloud hierarchical systems employing intelligence through Deep Neural Networks (DNNs) endure the dilemma of workload distribution within them. Previous…”
Get full text

Late Breaking Results: Parallelizing Net Routing with cGANs by Utyamishev, Dmitry, Partin-Vaisband, Inna

“…Obstacle-avoiding multiterminal net routing approach is proposed. The approach is inspired by deep learning image processing. The key idea is based on training…”
Get full text

Fault Tolerance in Time-Sensitive Networking with Mixed-Critical Traffic by Ma, Wenhong, Xiao, Xiangzhen, Xie, Guoqi, Guan, Nan, Jiang, Yu, Chang, Wanli

“…As an Ethernet-based communication protocol with timing determinism, TSN (time-sensitive networking) has become a well-recognized promising in-vehicle network…”
Get full text

Framework for Integrating Machine Learning Methods for Path-Aware Source Routing by Al-Najjar, Anees, Paraiso, Domingos, Kiran, Mariam, Dominicini, Cristina, Borges, Everson, Guimaraes, Rafael, Martinello, Magnos, Newman, Harvey

“…Since the advent of software-defined networking (SDN), Traffic Engineering (TE) has been highlighted as one of the key applications that can be achieved…”
Get full text

Fast Computation Flow Restoration with Path-Based Two-Stage Traffic Engineering by Li, Xiaotian, Liu, Yong

“…The emerging edge networks are cloud-native. Flows with computation needs are processed in-flight by compute nodes inside the network. Routing with In-Network…”
Get full text

Proactive inter-datacenter multicast with realtime and bulk transfers by 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. This…”
Get full text

A Study of a Deterministic Networking Framework for Latency Critical Large Scientific Data Transfers by Lakshminarayana, Vijeth Kumbarahally, Oguchi, Carolina Minami, Sim, Alex, Wu, Kesheng, Ghosal, Dipak

“…Scientific workflows often involve large data transfers, which increasingly require completion-time guarantees. To support these time-sensitive flows, the…”
Get full text

Placement Tomography-Based Routing Blockage Generation for DRV Hotspot Mitigation by 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…”
Get full text

MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows by 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…”
Get full text

Bandwidth Steering in HPC Using Silicon Nanophotonics by Michelogiannakis, George, Shen, Yiwen, Teh, Min Yee, Meng, Xiang, Aivazi, Benjamin, Groves, Taylor, Shalf, John, Glick, Madeleine, Ghobadi, Manya, Dennison, Larry, Bergman, Keren

“…As bytes-per-FLOP ratios continue to decline, communication is becoming a bottleneck for performance scaling. This paper describes bandwidth steering in HPC…”
Get full text

Examining the Viability of Row-Scale Disaggregation for Production Applications by Shorts, Curtis, Grant, Ryan E.

“…Row-scale Composable Disaggregated Infrastructure (CDI) is a heterogeneous high performance computing (HPC) architecture that relocates the GPUs to a single…”
Get full text

Neuromorphic Wireless Device-Edge Co-Inference via the Directed Information Bottleneck by 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…”
Get full text

Markov decision process routing games by Calderone, Dan, Sastry, S. Shankar

“…We explore an extension of nonatomic routing games that we call Markov decision process routing games where each agent chooses a transition policy between…”
Get full text

Fast algorithms for optimal coalition formation in federated clouds by Khandelwal, Yash, Purini, Suresh, Reddy, Puduru V.

“…In this paper, we formulate the optimal coalition formation in federated clouds as an integer linear programming problem under the cloud service brokerage…”
Get full text

BASEL (buffer management specification language) by 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. In this work we introduce…”
Get full text

Session details: Session 62: placement

Get full text