A DRL-based service offloading approach using DAG for edge computational orchestration.

Mekala, M.S.; Dhiman, Gaurav; Srivastava, Gautam; Nain, Zulqar; Zhang, Haolin; Viriyasitavat, Wattana; Varma, G.P.S.

doi:10.1109/tcss.2022.3161627

All Outputs (2)

An effective communication and computation model based on a hybridgraph-deeplearning approach for SIoT. (2022)
Journal Article
MEKALA, M.S., SRIVASTAVA, G., PARK, J.H. and JUNG, H.-Y. 2022. An effective communication and computation model based on a hybridgraph-deeplearning approach for SIoT. Digital communications and networks [online], 8(6), pages 900-910. Available from: https://doi.org/10.1016/j.dcan.2022.07.004

Social Edge Service (SES) is an emerging mechanism in the Social Internet of Things (SIoT) orchestration for effective user-centric reliable communication and computation. The services are affected by active and/or passive attacks such as replay atta... Read More about An effective communication and computation model based on a hybridgraph-deeplearning approach for SIoT..

A DRL-based service offloading approach using DAG for edge computational orchestration. (2022)
Journal Article
MEKALA, M.S., DHIMAN, G., SRIVASTAV, G., NAIN, Z., ZHANG, H., VIRIYASITAVAT, W. and VARMA, G.P.S. 2024. A DRL-based service offloading approach using DAG for edge computational orchestration. IEEE transactions on computational social systems [online], 11(3), pages 3070-3078. Available from: https://doi.org/10.1109/tcss.2022.31616273070-3078

Edge infrastructure and Industry 4.0 required services are offered by edge-servers (ESs) with different computation capabilities to run social application's workload based on a leased-price method. The usage of Social Internet of Things (SIoT) applic... Read More about A DRL-based service offloading approach using DAG for edge computational orchestration..