Binwei Wu
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View article: Leveraging AI Agents for Autonomous Networks: A Reference Architecture and Empirical Studies
Leveraging AI Agents for Autonomous Networks: A Reference Architecture and Empirical Studies Open
The evolution toward Level 4 (L4) Autonomous Networks (AN) represents a strategic inflection point in telecommunications, where networks must transcend reactive automation to achieve genuine cognitive capabilities--fulfilling TM Forum's vi…
Augmenting Online Algorithms for Knapsack Problem with Total Weight Information Open
In this paper, we augment online algorithms for the knapsack problem using the total weight information. The conventional optimal online algorithm achieves the ln(U/L)+1 competitive ratio where L and U are the upper and lower bounds of the…
A Hybrid Learning Framework for Service Function Chaining Across Geo-Distributed Data Centers Open
Service function chaining (SFC) focuses mainly on deploying various network functions in geographically distributed data centers and providing interconnect routing among them. Traditional (convex optimization-based) SFC algorithms exhibit …
An Innovative EPC Architecture based on Not Only Stack for beyond 5G Mobile Networks Open
Beyond 5G (B5G) networksThe traditional long-term evolved (LTE) network architecture faces major challenges due to the rapid development of mobile intelligent applications.Evolved packet core (EPC) network, as the core network of the LTE s…
View article: Energy-Latency Aware Offloading for Hierarchical Mobile Edge Computing
Energy-Latency Aware Offloading for Hierarchical Mobile Edge Computing Open
Mobile edge computing (MEC) enhances the computing capacity of resources-poor user equipment (UE) by computational offloading. However, edge clouds suffer from a limited computation capacity, and thus cannot cater for a large amount of off…
Energy-Efficient Power Optimization with Spectrum Sensing Errors in OFDMA Cognitive Opportunistic Relay Links Open
We propose a novel algorithm to optimize the energy efficiency (EE) of OFDM-based cognitive opportunistic relaying links (CORL) under secondary users (SUs) incorrectly sensing the unlicensed spectrum. We formulate an optimization problem w…