Low load DIDS task scheduling based on Q-learning in edge computing environment

Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey

(2021) Junaid Shuja et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Refining Network Lifetime of Wireless Sensor Network Using Energy-Efficient Clustering and DRL-Based Sleep Scheduling

(2020) Ramadhani Sinde et al.   SENSORS

A Stochastic Approximation Approach for Foresighted Task Scheduling in Cloud Computing

(2020) Seyedakbar Mostafavi et al.   WIRELESS PERSONAL COMMUNICATIONS

Privacy-preserving federated k-means for proactive caching in next generation cellular networks

(2020) Yang Liu et al.   INFORMATION SCIENCES

Optimization of lightweight task offloading strategy for mobile edge computing based on deep reinforcement learning

(2019) Haifeng Lu et al.   Future Generation Computer Systems-The International Journal of eScience

DA-DRLS: Drift adaptive deep reinforcement learning based scheduling for IoT resource management

(2019) Abishi Chowdhury et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Joint Computation Offloading and Multiuser Scheduling Using Approximate Dynamic Programming in NB-IoT Edge Computing System

(2019) Lei Lei et al.   IEEE Internet of Things Journal

A Q-learning algorithm for task scheduling based on improved SVM in wireless sensor networks

(2019) Zhenchun Wei et al.   Computer Networks

LD2FA-PSO: A novel Learning Dynamic Deterministic Finite Automata with PSO algorithm for secured energy efficient routing in Wireless Sensor Network

(2019) S. Prithi et al.   Ad Hoc Networks

Load balance based workflow job scheduling algorithm in distributed cloud

(2019) Chunlin Li et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Reinforcement-Learning- and Belief-Learning-Based Double Auction Mechanism for Edge Computing Resource Allocation

(2019) Quanyi Li et al.   IEEE Internet of Things Journal

Edge Computing in the Industrial Internet of Things Environment: Software-Defined-Networks-Based Edge-Cloud Interplay

(2018) Kuljeet Kaur et al.   IEEE COMMUNICATIONS MAGAZINE

Secure and Sustainable Load Balancing of Edge Data Centers in Fog Computing

(2018) Deepak Puthal et al.   IEEE COMMUNICATIONS MAGAZINE

Intrusion detection model of wireless sensor networks based on game theory and an autoregressive model

(2018) Lansheng Han et al.   INFORMATION SCIENCES

Scheduling framework for distributed intrusion detection systems over heterogeneous network architectures

(2018) José Francisco Colom et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks

(2018) Raghuram Bharadwaj Diddigi et al.   IEEE Wireless Communications Letters

Security in the Internet of Things Supported by Mobile Edge Computing

(2018) Daojing He et al.   IEEE COMMUNICATIONS MAGAZINE

EdgeCloudSim: An environment for performance evaluation of edge computing systems

(2018) Cagatay Sonmez et al.   Transactions on Emerging Telecommunications Technologies

Fair Resource Allocation in an Intrusion-Detection System for Edge Computing: Ensuring the Security of Internet of Things Devices

(2018) Fuhong Lin et al.   IEEE Consumer Electronics Magazine

Suspicious Flow Forwarding for Multiple Intrusion Detection Systems on Software-Defined Networks

(2016) Taejin Ha et al.   IEEE NETWORK

Proactive scheduling in distributed computing—A reinforcement learning approach

(2014) Zhao Tong et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING