Resource allocation for vehicular fog computing using reinforcement learning combined with heuristic information

S Lee, SK Lee - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… of action space by combining RL with heuristic information. Because the size of the action
… Hence, instead of using a purely bottom-up learning strategy, we utilize heuristic information

Heuristic computation offloading algorithms for mobile users in fog computing

K Li - ACM Transactions on Embedded Computing Systems …, 2021 - dl.acm.org
… performance of our heuristic algorithms. We observe that while various heuristics do exhibit
noticeably different performance, there can be a single and simple heuristic that can perform …

Task scheduling based on a hybrid heuristic algorithm for smart production line with fog computing

J Wang, D Li - Sensors, 2019 - mdpi.com
… strategy in the fog computing scenario. A task scheduling strategy based on a hybrid heuristic
(HH) … optimization design, the heuristic information η ij is equal to 1/f ij , and f ij denotes the …

A security aware scheduling in fog computing by hyper heuristic algorithm

D Rahbari, S Kabirzadeh… - 2017 3rd Iranian …, 2017 - ieeexplore.ieee.org
… hyper-heuristic (HH) algorithms for scheduling and allocating resources between fog nodes
… job scheduling optimization based on bees swarm”, Enterprise Information Systems, pp. 1–…

Heuristic min-conflicts optimizing technique for load balancing on fog computing

MB Kamal, N Javaid, SAA Naqvi, H Butt, T Saif… - Advances in Intelligent …, 2019 - Springer
… [8] uses fog computing to achieve parallel processing system, real-time information retrieval
… In this paper, a heuristic load balancing algorithm on fog computing is presented. The load …

Meta-heuristic based hybrid service placement strategies for two-level fog computing architecture

BV Natesha, RMR Guddeti - Journal of Network and Systems Management, 2022 - Springer
… environment as fog nodes to process, store, and analyze the data. Thus fog computing
helps to process the IIoT data and then sending the corresponding control information in real-time…

Optimized task scheduling on fog computing environment using meta heuristic algorithms

KPN Jayasena… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
… which is guaranteed to the optimization problem under incomplete information or limited
capacity in the system. Meta-heuristics provide set of solutions by taking few assumptions about …

Task scheduling mechanisms in fog computing: review, trends, and perspectives

X Yang, N Rahmani - Kybernetes, 2021 - emerald.com
fog computing (FC) as an efficient accompaniment to the cloud to control the IoT’s information
… section, we explained available heuristic approaches for affair planning in the fog. This …

A new energy-aware tasks scheduling approach in fog computing using hybrid meta-heuristic algorithm

P Hosseinioun, M Kheirabadi, SRK Tabbakh… - … Distributed Computing, 2020 - Elsevier
fog computing has an important role in computing and analyzing processes for enormous
information … In this paper, the fog computing environment is considered for addressing the task …

A Heuristic Task Scheduling Strategy for Intelligent Manufacturing in the Big Data‐Driven Fog Computing Environment

R Zhou - Mobile Information Systems, 2022 - Wiley Online Library
… The fog node provides a real-time and distributed fog computing model for intelligent terminal
devices in task execution. The cloud provides a remote and centralized cloud computing