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Fog-Based Conditional Privacy-Preserving Data Batch Verification in Smart Grid
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
The smart grid is already widespread for the purpose of managing energy generation and distribution. In this system, frequent interactions between devices generate mass data, which requires robust processing capability. ...
Energy-Efficient Device Assignment and Task Allocation in Multi-Orchestrator Mobile Edge Learning
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
Mobile Edge Learning (MEL) is a decentralized learning paradigm that enables resource-constrained IoT devices to either learn a shared model without sharing the data, or to distribute the learning task with the data to ...
Patient-Driven Network Selection in multi-RAT Health Systems Using Deep Reinforcement Learning
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
The recent pandemic along with the rapid increase in the number of patients that require continuous remote monitoring imposes several challenges to support the high quality of services (QoS) in remote health applications. ...
Federated Deep Actor-Critic-Based Task Offloading in Air-Ground Electricity IoT
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
The integration of air-ground electricity internet of things (AGE-IoT) and machine learning, enables flexible network coverage and intelligent task offloading. However, dynamics of AGE-IoT networks, incomplete information, ...
Visible Forensic Investigation for Android Applications by Using Attack Scenario Reconstruction
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
With the widespread use of Android devices, research on their security has attracted increasing attention. However, at present, digital forensics for investigating attacks, such as social engineering attacks and phishing ...
NOMA-based Joint Allocation and Offloading Strategy of Communication and Computing Resources
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
This paper proposes an offloading strategy for communication resources and computing resources. Based on the communication background of NOMA, this strategy combines D2D communication and cellular mobile communication to ...
UAVs Smart heuristics for Target Coverage and Path Planning Through Strategic Locations
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
The affordability and deployment-flexibility of Unmanned Air Vehicles (UAVs) have ignited the development of many smart applications, including surveillance, disaster management, and smart farming. Drone's energy consumption ...
Graph Mapping Offloading Model Based On Deep Reinforcement Learning With Dependent Task
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Conference)
In order to solve the problem of task offloading with dependent subtasks in mobile edge computing (MEC), we propose a graph mapping offloading model based on deep reinforcement learning (DRL). We model the user's computing ...
Fault diagnosis based on deep learning for current-carrying ring of catenary system in sustainable railway transportation
(
Elsevier Ltd
, 2021 , Article)
In the intelligent traffic transportation, the security and stability are vital for the sustainable transportation and efficient logistics. The fault diagnosis on the catenary system is crucial for the railway transportation. ...
A Topic Representation Model for Online Social Networks Based on Hybrid Human-Artificial Intelligence
(
Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
With the widespread use of online social networks, billions of pieces of information are generated every day. How to detect new topics quickly and accurately at such data scale plays a vital role in information recommendation ...