… Abstract Cloud computing environments allow customers to … thresholdbased rules, control
theory, reinforcement learning, … Threshold-based auto-scaling rules or policies are very …

… threshold-based approach as soon as the auto-scaling technique is triggered the system
utilization is checked against an upper and lower threshold… a private cloud environment with up …

… way, an auto-scaling approach ensures the system’s elasticity to … the threshold (quality
threshold), then the auto-scaling changes … in a real edge computing environment for data stream …

… compute nodes can be Virtual Machines (VMs) or containers. However, in traditional computing
environments … Moreover, the use of thresholds is the only approach widely used in the …

… is called Auto-scaling [3]. This paper seeks to propose a novel approach for the auto-scaling
of … The proposed approach is derived from the threshold scalable algorithm and is based on …

… auto-scaling thresholds … auto-scaling thresholds and resource change steps. Shen et al.
[16] presented a system to automate elastic resource scaling for cloud computing environments. …

We consider a horizontal and dynamic auto-scaling technique in a cloud system where …
on queue load thresholds. We want to compute the optimal threshold values that minimize …

… After this calculus, we use similar limits to those used for the Common algorithm introducing
… , ‘‘A review of autoscaling techniques for elastic applications in cloud environments,’’ J. Grid …

… auto-scaling technique is fixed threshold-based auto-scaling and it is further modified as
adaptive threshold-based auto-scaling. … of the auto-scaling system in a production environment. …

… auto-scaling techniques such as reactive methods (threshold … enhancement across diverse
computing environments. This … implementing elastic auto-scaling in Telco cloud environments…