Distributed Learning Automata-based S-learning scheme for classification
Sign Up to like & getrecommendations! Published in 2019 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-019-00848-6
Abstract: This paper proposes a novel classifier based on the theory of Learning Automata (LA), reckoned to as PolyLA. The essence of our scheme is to search for a separator in the feature space by imposing… read more here.
Keywords: learning scheme; based learning; classification; learning automata ... See more keywords
ARED: automata-based runtime estimation for distributed systems using deep learning
Sign Up to like & getrecommendations! Published in 2021 at "Cluster Computing"
DOI: 10.1007/s10586-021-03272-w
Abstract: High-performance computers are used for computation-intensive tasks. It is essential for these systems to simultaneously execute several computation-intensive tasks for efficient and timely system utilization. Since typical tasks have a longer runtime, it is essential… read more here.
Keywords: ared automata; based runtime; using deep; software ... See more keywords
Cellular automata based S-boxes
Sign Up to like & getrecommendations! Published in 2018 at "Cryptography and Communications"
DOI: 10.1007/s12095-018-0311-8
Abstract: Cellular Automata (CA) represent an interesting approach to design Substitution Boxes (S-boxes) having good cryptographic properties and low implementation costs. From the cryptographic perspective, up to now there have been only ad-hoc studies about specific… read more here.
Keywords: based boxes; cryptographic properties; cellular automata; automata based ... See more keywords
On the capabilities of Cellular Automata-based MapReduce model in Industry 4.0
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Industrial Information Integration"
DOI: 10.1016/j.jii.2020.100195
Abstract: Abstract Cellular Automata (CA)-based cost-effective MapReduce model is presented in this research to accelerate the industrial information integration process by facilitating Big Data processing at low energy consumption in Industry 4.0 scenario. This research investigates… read more here.
Keywords: industry; model; cellular automata; automata based ... See more keywords
Cellular automata-based optimised routing for secure data transmission in wireless sensor networks
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Experimental and Theoretical Artificial Intelligence"
DOI: 10.1080/0952813x.2021.1882002
Abstract: Sensor nodes encompass the capability of controlling and monitoring the environment by measuring the factors, like temperature, pressure, and humidity. Ensuring secure routing in the network is an ... read more here.
Keywords: optimised routing; secure; cellular automata; based optimised ... See more keywords
A Lightweight Cellular Automata Based Encryption Technique for IoT Applications
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2906326
Abstract: The Internet of Things (IoT) devices are resource-constrained devices with limitations such as low computation power, low communication capabilities, low bandwidths, high latency, and short-lived power. Therefore, securing communication among these devices is a key… read more here.
Keywords: iot applications; lightweight cellular; cellular automata; iot ... See more keywords
Accurate Automata-Based Detection of Cyber Threats in Smart Grid Communication
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2022.3216726
Abstract: Several industry sectors, including critical infrastructure, have experienced severe cyber attacks against their Industrial Control Systems (ICS) due to the malware that masqueraded itself as a legitimate ICS process and communicated with valid ICS messages.… read more here.
Keywords: communication; cyber; detection; automata based ... See more keywords