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Load balancing techniques for fog computing environment: Comparison, taxonomy, open issues, and challenges

https://doi.org/10.1002/cpe.7183
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cpe.4123openalex-snapshot
A survey on load balancing algorithms for virtual machines placement in cloud computing
inferredcites →https://doi.org/10.1002/cpe.5913openalex-snapshot
Leveraging energy‐efficient load balancing algorithms in fog computing
inferredcites →https://doi.org/10.1002/spe.2722openalex-snapshot
Load balancing aware scheduling algorithms for fog networks
inferredcites →https://doi.org/10.1007/11408901_11openalex-snapshot
Integrating Fault Tolerance and Load Balancing in Distributed Systems Based on CORBA
inferredcites →https://doi.org/10.1007/978-3-030-02607-3_2openalex-snapshot
Fault-Tolerant Fog Computing Models in the IoT
inferredcites →https://doi.org/10.1007/978-3-030-02607-3_22openalex-snapshot
Hill Climbing Load Balancing Algorithm on Fog Computing
inferredcites →https://doi.org/10.1007/978-3-030-02613-4_6openalex-snapshot
Modified Shortest Job First for Load Balancing in Cloud-Fog Computing
inferredcites →https://doi.org/10.1007/978-3-030-02613-4_66openalex-snapshot
Load Stabilizing in Fog Computing Environment Using Load Balancing Algorithm
inferredcites →https://doi.org/10.1007/978-3-319-98530-5_61openalex-snapshot
Metaheuristic Optimization Technique for Load Balancing in Cloud-Fog Environment Integrated with Smart Grid
inferredcites →https://doi.org/10.1007/978-981-10-6427-2_36openalex-snapshot
Optimization Using Swarm Intelligence and Dynamic Graph Partitioning in IoE Infrastructure: Fog Computing and Cloud Computing
inferredcites →https://doi.org/10.1007/978-981-13-1927-3_31openalex-snapshot
Efficient Load Balancing Algorithm for Task Preprocessing in Fog Computing Environment
inferredcites →https://doi.org/10.1007/s00366-014-0364-zopenalex-snapshot
Variable threshold-based hierarchical load balancing technique in Grid
inferredcites →https://doi.org/10.1007/s00521-014-1804-9openalex-snapshot
A hybrid meta-heuristic algorithm for VM scheduling with load balancing in cloud computing
inferredcites →https://doi.org/10.1007/s10586-018-2848-xopenalex-snapshot
A fog based load forecasting strategy for smart grids using big electrical data
inferredcites →https://doi.org/10.1007/s10723-019-09491-1openalex-snapshot
Resource Management Approaches in Fog Computing: a Comprehensive Review
inferredcites →https://doi.org/10.1007/s11227-021-03885-3openalex-snapshot
TRAM: Technique for resource allocation and management in fog computing environment
inferredcites →https://doi.org/10.1007/s11276-021-02613-2openalex-snapshot
Fog computing-based deep learning model for optimization of microgrid-connected WSN with load balancing
inferredcites →https://doi.org/10.1007/s11277-014-1975-9openalex-snapshot
Load Balancing and Job Migration Techniques in Grid: A Survey of Recent Trends
inferredcites →https://doi.org/10.1007/s11277-016-3264-2openalex-snapshot
Job Migration Policies for Grid Environment
inferredcites →https://doi.org/10.1007/s11277-016-3452-0openalex-snapshot
Dynamic Threshold Based Load Balancing Algorithms
inferredcites →https://doi.org/10.1007/s11277-018-5758-6openalex-snapshot
Performance of Hybrid Load Balancing Algorithm in Distributed Web Server System
inferredcites →https://doi.org/10.1007/s12083-021-01125-2openalex-snapshot
Reliable scheduling and load balancing for requests in cloud-fog computing
inferredcites →https://doi.org/10.1007/s12652-020-01768-8openalex-snapshot
A load balancing and optimization strategy (LBOS) using reinforcement learning in fog computing environment
inferredcites →https://doi.org/10.1007/s12652-020-02245-yopenalex-snapshot
Low-latency cloud-fog network architecture and its load balancing strategy for medical big data
inferredcites →https://doi.org/10.1007/s13369-018-3169-3openalex-snapshot
SSLB: Self-Similarity-Based Load Balancing for Large-Scale Fog Computing
inferredcites →https://doi.org/10.1007/s40009-019-00834-wopenalex-snapshot
Efficient Hybrid Load Balancing Algorithm
inferredcites →https://doi.org/10.1016/b978-0-12-813314-9.00010-4openalex-snapshot
Metaheuristic Algorithms: A Comprehensive Review
inferredcites →https://doi.org/10.1016/j.comcom.2020.03.001openalex-snapshot
Energy and delay efficient fog computing using caching mechanism
inferredcites →https://doi.org/10.1016/j.future.2018.04.057openalex-snapshot
Offloading in fog computing for IoT: Review, enabling technologies, and research opportunities
inferredcites →https://doi.org/10.1016/j.infsof.2008.09.009openalex-snapshot
Systematic literature reviews in software engineering – A systematic literature review
inferredcites →https://doi.org/10.1016/j.jnca.2017.08.020openalex-snapshot
A taxonomic survey on load balancing in cloud
inferredcites →https://doi.org/10.1016/j.jnca.2021.103008openalex-snapshot
Context-aware scheduling in Fog computing: A survey, taxonomy, challenges and future directions
inferredcites →https://doi.org/10.1016/j.simpat.2019.102017openalex-snapshot
Design and exploration of load balancers for fog computing using fuzzy logic
inferredcites →https://doi.org/10.1016/j.suscom.2020.100454openalex-snapshot
Energy- and performance-aware load-balancing in vehicular fog computing
inferredcites →https://doi.org/10.1049/iet-com.2020.0080openalex-snapshot
Fault‐tolerant with load balancing scheduling in a fog‐based IoT application
inferredcites →https://doi.org/10.1080/17517575.2020.1856422openalex-snapshot
Environmental cost control system of manufacturing enterprises using artificial intelligence based on value chain of circular economy
inferredcites →https://doi.org/10.1109/3pgcic.2015.85openalex-snapshot
Towards Virtual Machine Migration in Fog Computing
inferredcites →https://doi.org/10.1109/access.2020.2975741openalex-snapshot
Efficient Task Offloading for IoT-Based Applications in Fog Computing Using Ant Colony Optimization
inferredcites →https://doi.org/10.1109/access.2020.3003263openalex-snapshot
A Novel Strategy to Achieve Bandwidth Cost Reduction and Load Balancing in a Cooperative Three-Layer Fog-Cloud Computing Environment
inferredcites →https://doi.org/10.1109/access.2021.3094033openalex-snapshot
Fog Based Architecture and Load Balancing Methodology for Health Monitoring Systems
inferredcites →https://doi.org/10.1109/cc.2016.7445510openalex-snapshot
Fog computing dynamic load balancing mechanism based on graph repartitioning
inferredcites →https://doi.org/10.1109/cc.2016.7833468openalex-snapshot
A novel load balancing strategy of software-defined cloud/fog networking in the Internet of Vehicles
inferredcites →https://doi.org/10.1109/cdc.2000.912056openalex-snapshot
A performance comparison of dynamic vs. static load balancing policies in a mainframe-personal computer network model
inferredcites →https://doi.org/10.1109/csnt.2015.263openalex-snapshot
Efficient Virtual Machine Migration in Cloud Computing
inferredcites →https://doi.org/10.1109/fmec49853.2020.9144845openalex-snapshot
Privacy-Aware and Authentication based on Blockchain with Fault Tolerance for IoT enabled Fog Computing
inferredcites →https://doi.org/10.1109/icit48102.2019.00087openalex-snapshot
A Review of Load Balancing in Fog Computing
inferredcites →https://doi.org/10.1109/icmsao.2015.7152209openalex-snapshot
Proposing a load balancing method based on Cuckoo Optimization Algorithm for energy management in cloud computing infrastructures
inferredcites →https://doi.org/10.1109/ispcc.2013.6663440openalex-snapshot
A sender initiate based hierarchical load balancing technique for grid using variable threshold value
inferredcites →https://doi.org/10.1109/iwcmc.2018.8450422openalex-snapshot
Integration of Cloud and Fog based Environment for Effective Resource Distribution in Smart Buildings
inferredcites →https://doi.org/10.1109/iwcmc.2018.8450506openalex-snapshot
A Cloud-Fog-Based Smart Grid Model for Efficient Resource Utilization
inferredcites →https://doi.org/10.1109/jiot.2017.2780236openalex-snapshot
Multiobjective Optimization for Computation Offloading in Fog Computing
inferredcites →https://doi.org/10.1109/jiot.2020.3012617openalex-snapshot
Energy-Aware Metaheuristic Algorithm for Industrial-Internet-of-Things Task Scheduling Problems in Fog Computing Applications
inferredcites →https://doi.org/10.1109/jiot.2021.3050441openalex-snapshot
IoT and Fog-Computing-Based Predictive Maintenance Model for Effective Asset Management in Industry 4.0 Using Machine Learning
inferredcites →https://doi.org/10.1109/mcom.2018.1700795openalex-snapshot
Secure and Sustainable Load Balancing of Edge Data Centers in Fog Computing
inferredcites →https://doi.org/10.1109/smc.2017.8122791openalex-snapshot
An algorithm to optimise the load distribution of fog environments
inferredcites →https://doi.org/10.1109/tii.2018.2818932openalex-snapshot
Fog Computing for Energy-Aware Load Balancing and Scheduling in Smart Factory
inferredcites →https://doi.org/10.1109/tmc.2018.2863301openalex-snapshot
Computational Load Balancing on the Edge in Absence of Cloud and Fog
inferredcites →https://doi.org/10.1109/tnse.2018.2852762openalex-snapshot
Towards Workload Balancing in Fog Computing Empowered IoT
inferredcites →https://doi.org/10.1109/tnse.2018.2859307openalex-snapshot
Adaptive and Fault-Tolerant Data Processing in Healthcare IoT Based on Fog Computing
inferredcites →https://doi.org/10.1109/tsc.2019.2944360openalex-snapshot
Improving the Schedulability of Real-Time Tasks Using Fog Computing
inferredcites →https://doi.org/10.1109/tst.2013.6449405openalex-snapshot
A load balancing model based on cloud partitioning for the public cloud
inferredcites →https://doi.org/10.1109/wcnc.2019.8885745openalex-snapshot
Managing Fog Networks using Reinforcement Learning Based Load Balancing Algorithm
inferredcites →https://doi.org/10.1109/wf-iot.2018.8355143openalex-snapshot
Extending scalability of IoT/M2M platforms with Fog computing
inferredcites →https://doi.org/10.1109/wict.2011.6141221openalex-snapshot
A cognitive analysis of load balancing and job migration technique in Grid
inferredcites →https://doi.org/10.1109/wsc.1998.745025openalex-snapshot
Experiments in load migration and dynamic load balancing in SPEEDES
inferredcites →https://doi.org/10.1136/bmj.j4008openalex-snapshot
AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both
inferredcites →https://doi.org/10.1145/2740070.2626317openalex-snapshot
Duet
inferredcites →https://doi.org/10.1145/3167132.3167217openalex-snapshot
A graph partitioning-based heuristic for runtime IoT data placement strategies in a fog infrastructure
inferredcites →https://doi.org/10.1145/3365871.3365882openalex-snapshot
IoT fault management in cloud/fog environments
inferredcites →https://doi.org/10.1145/3368235.3368846openalex-snapshot
Resource Allocation for Multiple Workflows in Cloud-Fog Computing Systems
inferredcites →https://doi.org/10.1155/2018/6421607openalex-snapshot
Dynamic Resource Allocation for Load Balancing in Fog Environment
inferredcites →https://doi.org/10.1186/s13638-019-1395-3openalex-snapshot
Utilization and load balancing in fog servers for health applications
inferredcites →https://doi.org/10.12694/scpe.v20i2.1538openalex-snapshot
Dynamic Task Scheduling using Balanced VM Allocation Policy for Fog Computing Platforms
inferredcites →https://doi.org/10.12694/scpe.v21i1.1616openalex-snapshot
Minimizing Deadline Misses and Total Run-time with Load Balancing for a Connected Car Systems in Fog Computing
inferredcites →https://doi.org/10.1371/journal.pone.0195955openalex-snapshot
Quality of flow diagram in systematic review and/or meta-analysis
inferredcites →https://doi.org/10.1371/journal.pone.0223902openalex-snapshot
A fault-tolerant aware scheduling method for fog-cloud environments
inferredcites →https://doi.org/10.15282/ijsecs.8.1.2022.2.0092openalex-snapshot
HYBRID LOAD BALANCING ALGORITHM FOR FOG COMPUTING ENVIRONMENT
inferredcites →https://doi.org/10.17485/ijst/2016/v9i28/98384openalex-snapshot
An Optimal Load Balancing Technique for Cloud Computing Environment using Bat Algorithm
inferredcites →https://doi.org/10.23919/jcc.2021.02.019openalex-snapshot
Proactive load balancing mechanism for fog computing supported by parked vehicles in IoV-SDN
inferredcites →https://doi.org/10.23919/softcom.2018.8555797openalex-snapshot
Sequential Randomization load balancing for Fog Computing
inferredcites →https://doi.org/10.24996/ijs.2021.62.1.29openalex-snapshot
Dynamic Fault Tolerance Aware Scheduling for Healthcare System on Fog Computing
inferredcites →https://doi.org/10.26634/jcom.3.3.3661openalex-snapshot
Efficient Agent Based Priority Scheduling And Loadbalancing Using Fuzzy Logic In Grid Computing
inferredcites →https://doi.org/10.26634/jcom.5.2.13907openalex-snapshot
A Comparative Analysis Of Fuzzy Based Load Balancing Algorithms
inferredcites →https://doi.org/10.26634/jps.4.4.11397openalex-snapshot
A Review Towards: Load Balancing Techniques
inferredcites →https://doi.org/10.3233/ifs-141243openalex-snapshot
Job migration with fault tolerance based QoS scheduling using hash table functionality in social Grid computing
inferredcites →https://doi.org/10.5772/intechopen.91460openalex-snapshot
Analysis of Effective Load Balancing Techniques in Distributed Environment
inferredcites →https://doi.org/10.5815/ijieeb.2016.01.06openalex-snapshot
An Efficient Architecture and Algorithm for Resource Provisioning in Fog Computing
inferredcites →https://doi.org/10.5815/ijitcs.2016.04.01openalex-snapshot
Real Time Efficient Scheduling Algorithm for Load Balancing in Fog Computing Environment

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/cpe.7968openalex-snapshot
Retracted: Minimal channel cost‐based energy‐efficient resource allocation algorithm for task offloading under FoG computing environment
inferred← citeshttps://doi.org/10.1007/978-981-97-4228-8_38openalex-snapshot
An Optimal Load Balancing Framework for Fog-Assisted Smart Grid Applications
inferred← citeshttps://doi.org/10.1007/s10462-025-11351-2openalex-snapshot
Swarm intelligence techniques and their applications in fog/edge computing: an in-depth review
inferred← citeshttps://doi.org/10.1007/s10586-023-03982-3openalex-snapshot
A taxonomy of load balancing algorithms and approaches in fog computing: a survey
inferred← citeshttps://doi.org/10.1007/s10586-024-04984-5openalex-snapshot
Predictive analysis-based load balancing and fault tolerance in fog computing environment
inferred← citeshttps://doi.org/10.1007/s11042-023-17632-8openalex-snapshot
Pelican optimization algorithm with blockchain for secure load balancing in fog computing
inferred← citeshttps://doi.org/10.1007/s11235-023-01049-7openalex-snapshot
A reinforcement learning-based load balancing algorithm for fog computing
inferred← citeshttps://doi.org/10.1007/s42044-025-00263-7openalex-snapshot
Deadline Constrained Based Load Balancing Algorithm for Batch of IoT Tasks on Fog and Edge Computing Environments
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111412openalex-snapshot
A systematic and comprehensive survey of load balancing techniques in Software Defined Network based Internet of Things
inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112820openalex-snapshot
Load balancing in fog networks: a resource efficient service placement and task scheduling approach based on popular service sequences
inferred← citeshttps://doi.org/10.1109/ic2pct60090.2024.10486765openalex-snapshot
Load Balancing Techniques in Fog and Edge Computing: Issues and Challenges
inferred← citeshttps://doi.org/10.1109/pdgc56933.2022.10053109openalex-snapshot
Nature Inspired Meta-Heuristic Algorithms based Load Balancing in Fog Computing Environment
inferred← citeshttps://doi.org/10.30772/qjes.2024.146104.1089openalex-snapshot
An improved throttling algorithm for fog computing networks with an additional management layer
inferred← citeshttps://doi.org/10.3103/s1060992x25600405openalex-snapshot
Reformed SARSA Algorithm Using Osprey Optimization for Effective Task Scheduling and Optimal Load Balancing in Cloud Computing
inferred← citeshttps://doi.org/10.3390/su15065071openalex-snapshot
SDAFA: Secure Data Aggregation in Fog-Assisted Smart Grid Environment
inferred← citeshttps://doi.org/10.5121/ijcnc.2024.16107openalex-snapshot
Adaptive Multi-Criteria-Based Load Balancing Technique for Resource Allocation in Fog-Cloud Environments
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