Networking and Internet Architecture · Computer Science
Edge-enabled Optimized Network Slicing in Large Scale Networks
Jose Jurandir Alves Esteves, Amina Boubendir, Fabice Guillemin, Pierre Sens
2020-10-19
Networking and Internet Architecture · Computer Science
A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement
Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
2021-05-17
Networking and Internet Architecture · Computer Science
DRL-based Slice Placement under Realistic Network Load Conditions
José Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
2021-09-28
Networking and Internet Architecture · Computer Science
Online Admission Control and Resource Allocation in Network Slicing under Demand Uncertainties
Sajjad Gholamipour, Behzad Akbari, Nader Mokari, Mohammad Mahdi Tajiki +1
2022-04-15
Machine Learning · Computer Science
Controlled Deep Reinforcement Learning for Optimized Slice Placement
Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
2021-08-04
Networking and Internet Architecture · Computer Science
DRL-based Slice Placement Under Non-Stationary Conditions
Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
2021-08-21
Networking and Internet Architecture · Computer Science
On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement
Jose Jurandir Alves Esteves, Amina Boubendir, Fabrice Guillemin, Pierre Sens
2021-08-21
Networking and Internet Architecture · Computer Science
An efficient linear programming rounding-and-refinement algorithm for large-scale network slicing problem
Wei-Kun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo
2021-02-05
Networking and Internet Architecture · Computer Science
Network Support for High-performance Distributed Machine Learning
Francesco Malandrino, Carla Fabiana Chiasserini, Nuria Molner, Antonio De La Oliva
2022-07-07
Networking and Internet Architecture · Computer Science
Heuristic and Reinforcement Learning Algorithms for Dynamic Service Placement on Mobile Edge Cloud
Dhruv Garg, Nanjangud C. Narendra, Selome Tesfatsion
2021-11-02
Combinatorics · Mathematics
A Hierarchical Constructive Heuristic for Large-Scale Survivable Traffic Grooming Problem under Double-Link Failures
Silong Zhang, Jixuan Feng, Junyan Liu, Yu Liu +2
2025-06-17
Distributed, Parallel, and Cluster Computing · Computer Science
Online Service Placement and Request Scheduling in MEC Networks
Lina Su, Ne Wang, Ruiting Zhou, Zongpeng Li
2021-08-27
Discrete Mathematics · Computer Science
Heuristic algorithms for the stochastic critical node detection problem
Tuguldur Bayarsaikhan, Altannar Chinchuluun, Ashwin Arulselvan, Panos Pardalos
2025-12-02
Data Structures and Algorithms · Computer Science
Scalable Edge Partitioning
Sebastian Schlag, Christian Schulz, Daniel Seemaier, Darren Strash
2018-10-12
Distributed, Parallel, and Cluster Computing · Computer Science
Jointly Optimize Coding and Node Selection for Distributed Computing over Wireless Edge Networks
Cong T. Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Hoang-Anh Pham +1
2021-06-11
Distributed, Parallel, and Cluster Computing · Computer Science
High-Performance Computing for Scheduling Decision Support: A Parallel Depth-First Search Heuristic
Gerhard Rauchecker, Guido Schryen
2016-05-26
Distributed, Parallel, and Cluster Computing · Computer Science
Two-Stage Robust Edge Service Placement and Sizing under Demand Uncertainty
Duong Tung Nguyen, Hieu Trung Nguyen, Ni Trieu, Vijay K. Bhargava
2020-12-01
Social and Information Networks · Computer Science
Influence Maximization in Hypergraphs
Ming Xie, Xiu-Xiu Zhan, Chuang Liu, Zi-Ke Zhang
2022-06-06
Artificial Intelligence · Computer Science
Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem
Stefan Böhm, Martin Neumayer, Oliver Kramer, Alexander Schiendorfer +1
2021-10-28