Blockchain-Enabled Software-Defined Industrial Internet of Things With Deep Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.2978516
Abstract: Recently, software-defined Industrial Internet of Things (SDIIoT), the integration of software-defined networking (SDN) and Industrial Internet of Things (IIoT), has emerged. It is perceived as an effective way to manage IIoT dynamically. Aiming to improve… read more here.
Keywords: internet things; defined industrial; software defined; industrial internet ... See more keywords
Towards Energy-Efficient and Secure Data Transmission in AI-Enabled Software Defined Industrial Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3122370
Abstract: Currently, increasing attention is devoted to artificial intelligence (AI) enabled software defined industrial networks (AI-SDINs). Toward energy-efficient and secure data transmission in AI-SDINs, a metric called energy-cost-per-useful-bit (ECPUB), which means energy cost of transmitting per… read more here.
Keywords: software defined; energy; energy efficiency; defined industrial ... See more keywords
Imitation Learning Based Heavy-Hitter Scheduling Scheme in Software-Defined Industrial Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3130279
Abstract: To realize flexible networking and on-demand topology reconstructing, software-defined industrial networks (SDINs) are increasingly embracing the flat structure. Similar to software defined networks (SDN), SDIN suffers from low traffic scheduling efficiency caused by large and… read more here.
Keywords: industrial networks; imitation learning; software defined; defined industrial ... See more keywords
A Bilevel Decomposition Approach for Many Homogeneous Computing Tasks Scheduling in Software-Defined Industrial Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3188347
Abstract: To confront the great challenge of industrial big data, the software-defined industrial networks (SDINs) are introduced to dynamically coordinate these data flows among the heterogeneous and distributed computing resources. Deciding how to more efficiently schedule… read more here.
Keywords: computing tasks; many homogeneous; software defined; decomposition ... See more keywords