Optimal energy-centric resource allocation and offloading scheme for green internet of things using machine learning

G Manogaran, BS Rawal, H Song, H Wang… - ACM Transactions on …, 2022 - dl.acm.org
Resource allocation and offloading in green Internet of Things (IoT) relies on the multi-level
heterogeneous platforms. The energy expenses of the platform determine the reliability of …

[Retracted] Efficient and Energy‐Saving Computation Offloading Mechanism with Energy Harvesting for IoT

Y Zhang, Y Miao, S Pan, S Chen - Security and Communication …, 2021 - Wiley Online Library
In order to effectively extend the lifetime of Internet of Things (IoT) devices, improve the
energy efficiency of task processing, and build a self‐sustaining and green edge computing …

Adaptive energy-aware computation offloading for cloud of things systems

Y Nan, W Li, W Bao, FC Delicato, PF Pires, Y Dou… - IEEE …, 2017 - ieeexplore.ieee.org
Cloud computing has become the de facto computing platform for application processing in
the era of the Internet of Things (IoT). However, limitations of the cloud model, such as the …

A green, secure, and deep intelligent method for dynamic IoT-edge-cloud offloading scenarios

A Heidari, NJ Navimipour, MAJ Jamali… - … : Informatics and Systems, 2023 - Elsevier
To fulfill people's expectations for smart and user-friendly Internet of Things (IoT)
applications, the quantity of processing is fast expanding, and task latency constraints are …

Performance optimization of serverless computing for latency-guaranteed and energy-efficient task offloading in energy-harvesting industrial IoT

H Ko, S Pack, VCM Leung - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Serverless architecture enables various intelligent applications to be run without managing
infrastructure. In this architecture, the computing cost is generally proportional to the number …

Neighbor-aware distributed task offloading algorithm in energy-harvesting internet of things

J Lee, H Ko - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In the distributed task offloading system, the desired task completion time cannot be
achieved when lots of mobile devices offload simultaneously the tasks with high complexity …

DDPG-based optimal task placement strategy for computation offloading in green mobile edge networks

K Lu, G Xu, R Zhang, M Li, R Li - Peer-to-Peer Networking and …, 2024 - Springer
The edge computing paradigm is evolving to provide time-sensitive computing services for
energy-constrained mobile IoT devices, with the purpose of decreasing latency. In this …

A New Task Scheduling Approach for Energy Conservation in Internet of Things

MW Tian, SR Yan, W Guo, A Mohammadzadeh… - Energies, 2023 - mdpi.com
Internet of Things (IoT) and mobile edge computing (MEC) architectures are common in real-
time application scenarios for improving the reliability of service responses. Energy …

Enhancing Sustainable Edge Computing Offloading via Renewable Prediction for Energy Harvesting

M Alhartomi, A Salh, L Audah, S Alzahrani… - IEEE …, 2024 - ieeexplore.ieee.org
The integration of Edge Computing (EC) and Energy Harvesting (EH) technologies has
facilitated the growth of the Internet of Things (IoT), allowing for the interconnectivity of a …

A hybrid approach for latency and battery lifetime optimization in IoT devices through offloading and CNN learning

A Heidari, NJ Navimipour, MAJ Jamali… - … : Informatics and Systems, 2023 - Elsevier
Offloading assists in overcoming the resource constraints of specific elements, making it one
of the primary technical enablers of the Internet of Things (IoT). IoT devices with low battery …