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04/11/2023
Global QoS Policy Optimization in SD-WAN
In modern SD-WAN networks, a global controller is able to steer traffic ...
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01/09/2023
Protected load balancing problem: Neural-network based approximation for non-convex optimization
Nowadays, centralized Path Computation Elements (PCE) integrate control ...
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09/26/2022
Routing and QoS Policy Optimization in SD-WAN
In modern SD-WAN networks, a global controller continuously optimizes ap...
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09/24/2022
Scalable Damper-based Deterministic Networking
With 5G networking, deterministic guarantees are emerging as a key enabl...
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08/12/2022
Fair Coflow Scheduling via Controlled Slowdown
The average coflow completion time (CCT) is the standard performance met...
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05/24/2022
Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents
In this paper, we explore the use of multi-agent deep learning as well a...
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09/25/2020
On the Approximability of Robust Network Design
Given the dynamic nature of traffic, we investigate the variant of robus...
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04/06/2020
Joint Routing and Scheduling for Large-Scale Deterministic IP Networks
With the advent of 5G and the evolution of Internet protocols, industria...
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09/04/2018
Multi-Path Alpha-Fair Resource Allocation at Scale in Distributed Software Defined Networks
The performance of computer networks relies on how bandwidth is shared a...
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02/08/2018
Lower Bounds for the Fair Resource Allocation Problem
The α-fair resource allocation problem has received remarkable attention...
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12/15/2017
Adaptive Robust Traffic Engineering in Software Defined Networks
One of the key advantages of Software-Defined Networks (SDN) is the oppo...
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11/27/2017