Essays about: "Workload Orchestrator"

Found 3 essays containing the words Workload Orchestrator.

1. 1. Performance Evaluation of Kubernetes Autoscaling strategies on GKE clusters

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Johanna Nilsen; [2023]
   Keywords : Cloud Computing; Containerisation; Kubernetes; Google Kubernetes Engine; Autoscaling; Horizontal Pod Autoscaling; Vertical Pod Autoscaling; Hybrid Pod Autoscaling; Molntjänster; Containerisering; Kubernetes; Google Kubernetes Engine; Autoskalning; Horisontell Pod-autoskalning; Vertikal Pod-autoskalning; Hybrid Pod-autoskalning;

   Abstract : Cloud computing and containerisation have experienced significant growth in recent years. With cloud providers requiring users to specify resource limits and requests, the need for performance and resource optimisation has emerged in the cloud computing domain. READ MORE

3. 2. Belief Rule-Based Workload Orchestration in Multi-access Edge Computing

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Mohammad Newaj Jamil; [2022]
   Keywords : Multi-access Edge Computing MEC ; Task Offloading; Workload Orchestrator; Belief Rule Base BRB ; Performance Evaluation;

   Abstract : Multi-access Edge Computing (MEC) is a standard network architecture of edge computing, which is proposed to handle tremendous computation demands of emerging resource-intensive and latency-sensitive applications and services and accommodate Quality of Service (QoS) requirements for ever-growing users through computation offloading. Since the demand of end-users is unknown in a rapidly changing dynamic environment, processing offloaded tasks in a non-optimal server can deteriorate QoS due to high latency and increasing task failures. READ MORE

4. 3. Traffic Load Predictions Using Machine Learning : Scale your Appliances a priori

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Michail Xirouchakis; [2018]
   Keywords : Network Function Virtualization; Software Defined Networking; Machine Learning; Predictions; Network Function Virtualization; Software Defined Networking; Maskininlärning; Prognoser;

   Abstract : Layer 4-7 network functions (NF), such as Firewall or NAPT, have traditionally been implemented in specialized hardware with little to no programmability and extensibility. The scientific community has focused on realizing this functionality in software running on commodity servers instead. Despite the many advancements over the years (e.g. READ MORE