Computation offloading in mobile edge computing networks: A survey
Computation offloading is one of the key technologies in Mobile Edge Computing (MEC),
which makes up for the deficiencies of mobile devices in terms of storage resource …
which makes up for the deficiencies of mobile devices in terms of storage resource …
Dynamic service placement in multi-access edge computing: A systematic literature review
The advent of new cloud-based applications such as mixed reality, online gaming,
autonomous driving, and healthcare has introduced infrastructure management challenges …
autonomous driving, and healthcare has introduced infrastructure management challenges …
Cost minimization-oriented computation offloading and service caching in mobile cloud-edge computing: An A3C-based approach
This paper considers computation offloading and service caching in a three-tier mobile
cloud-edge computing structure, in which Mobile Users (MUs) have subscribed to the Cloud …
cloud-edge computing structure, in which Mobile Users (MUs) have subscribed to the Cloud …
Outdated access point selection for mobile edge computing with cochannel interference
In this paper, we investigate a mobile edge computing (MEC) network, where the user has
some computational tasks to be assisted by multiple computational access points (CAPs) …
some computational tasks to be assisted by multiple computational access points (CAPs) …
Joint service caching and computation offloading scheme based on deep reinforcement learning in vehicular edge computing systems
Vehicular edge computing (VEC) is a new computing paradigm that enhances vehicular
performance by introducing both computation offloading and service caching, to resource …
performance by introducing both computation offloading and service caching, to resource …
Cooperative task offloading and service caching for digital twin edge networks: A graph attention multi-agent reinforcement learning approach
Z Yao, S Xia, Y Li, G Wu - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC) enables various services to be cached in close proximity to
the user equipments (UEs), thereby reducing the service delay of many emerging …
the user equipments (UEs), thereby reducing the service delay of many emerging …
Service caching and computation reuse strategies at the edge: A survey
With the proliferation of connected devices including smartphones, novel network
connectivity and management methods are needed to meet user Quality of Experience …
connectivity and management methods are needed to meet user Quality of Experience …
Dynamic task software caching-assisted computation offloading for multi-access edge computing
In multi-access edge computing (MEC), most existing task software caching works focus on
statically caching data at the network edge, which may hardly preserve high reusability due …
statically caching data at the network edge, which may hardly preserve high reusability due …
Digital twin-assisted URLLC-enabled task offloading in mobile edge network via robust combinatorial optimization
Digital twin (DT)-assisted mobile edge network can achieve energy-efficient task offloading
by optimizing the decision-making in real time. Although many DT-assisted task offloading …
by optimizing the decision-making in real time. Although many DT-assisted task offloading …
Optimal model placement and online model splitting for device-edge co-inference
Device-edge co-inference opens up new possibilities for resource-constrained wireless
devices (WDs) to execute deep neural network (DNN)-based applications with heavy …
devices (WDs) to execute deep neural network (DNN)-based applications with heavy …