Table 2.
Evaluation framework for applied algorithms in fog–cloud and edge scenarios.
| Resource Management Techniques in Fog/Cloud Edge Scenarios | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Author & Year | Algorithm | Deployment | Classification | Resource Management | Additional Classification | Environment | ||||
|
Resource
Allocation |
Workload
Balance |
Resource
Provisioning |
Task
Scheduling |
QoS |
Energy
Management |
|||||
| Javaid, S. et al., (2018) [19] | RR | Simulation (Cloud Analyst) | Discovery | ✓ | ✓ | ✓ | ✓ | Cloud–Fog | ||
| Javaid, S. et al., (2018) [19] | ESCE | Simulation (Cloud Analyst) | Discovery | ✓ | ✓ | ✓ | ✓ | Cloud–Fog | ||
| Javaid, S. et al., (2018) [19] | SJF | Simulation (Cloud Analyst) | Discovery | ✓ | ✓ | ✓ | ✓ | Cloud–Fog | ||
| Da Silva, R.A.C. et al., (2018) [20] | GPRFCA | Simulation iFogSim [12] | Discovery & Load-balancing | ✓ | ✓ | ✓ | ✓ | Cloud–Fog | ||
| Wang, T. et al., (2019) [21] | RSYNC | Experiments in different conditions, two situations of synchronization | Discovery & Off-loading | ✓ | Fog | |||||
| Wang, T. et al., (2019) [21] | FSYNC | Experiments in different conditions, two situations of synchronization | Off-loading | ✓ | Fog | |||||
| Wang, T. et al., (2019) [21] | RS - FSYNC | Experiments in different conditions, two situations of synchronization | Off-loading | ✓ | Fog | |||||
| Xu et al., (2018) [22] | DRAM | Evaluation done with three different types of computing nodes | Load-balancing | ✓ | ✓ | Fog | ||||
| Agarwal et al., (2016) [16] | ERA | Simulation (Cloud Analyst) | Load-balancing | ✓ | ✓ | ✓ | Cloud–Fog | |||
| Savani et al., (2014) [23] | PBSA | Simulation (CloudSim 3.0.3) | Load-balancing | ✓ | ✓ | Cloud | ||||
| Taneja et al., (2017) [24] | Iterative Algorithm | Evaluation done in three different topologies with different workloads | Placement | ✓ | ✓ | Cloud–Fog | ||||
| Arunkumar et al., (2020) [37] | FOFSA | Simulation iFogSim | Load-balancing | ✓ | ✓ | ✓ | ✓ | ✓ | Fog | |
| Chandak et al., (2018) [38] | HCLB | Simulation CloudAnalyst tool | Load-balancing | ✓ | Cloud–Fog | |||||
| Manju et al., (2019) [39] | ELBA (min-min) | Simulation CloudAnalyst tool | Load-balancing | ✓ | ✓ | ✓ | Cloud–Fog | |||
| Téllez et al., (2018) [40] | Tabu Search | Simulation Cloudlet Tool | Load-balancing | ✓ | ✓ | Cloud–Fog | ||||
| Jiang et al., (2019) [41] | ECFO | Cloud server and three Raspberry Pi3 devices | Off-loading | ✓ | ✓ | ✓ | ✓ | Fog–Edge | ||