Essays about: "Cloud and Edge Computing"

Showing result 1 - 5 of 65 essays containing the words Cloud and Edge Computing.

1. 1. Evaluation of Application and Platform ContinuousDeployment Strategies and Tools over Edge Clusters

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : André Lundqvist; [2023]
   Keywords : ;

   Abstract : The purpose of this thesis was the investigation of using Cloud Native tools in an On-prem Edge Deployment. Edge Computing allows software with explicit demands on latency, data management and reliability to utilize Cloud Computing by moving the compute power to the location of need while leaving the management in the Cloud. READ MORE

3. 2. Distributed Artificial Intelligence Based on Edge Computing

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Rebecca Fagerström; Simon Neüman; [2023]
   Keywords : Internet of Things; IoT; Edge Computing; Distributed Intelligence; Artificial Intelligence; AI;

   Abstract : The future Internet is expected to be driven by the prevalence of the Internet of Things (IoT), where it is envisioned that anything can be connected. In the last decade, there has been a paradigm shift in IoT from centralized cloud computing to so-called edge computing in order to compute tasks closer to the source of data generation. READ MORE

4. 3. Dynamic container orchestration for a device-cloud continuum

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

   Author : Camilo Alfonso Rodriguez Garzon; [2023]
   Keywords : Edge computing; kubernetes operator; dynamic scheduling; Edge computing; Kubernetes-operatör; dynamisk schemaläggning;

   Abstract : Edge computing has emerged as a paradigm to support the growing demand for real-time processing of data generated at the edge of the network. As the devices at the edge are constrained, one of the challenges in the area is how to schedule workloads. READ MORE

5. 4. Federated Machine Learning for Resource Allocation in Multi-domain Fog Ecosystems

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Weilin Zhang; [2023]
   Keywords : Workload Allocation; Federated Learning; Deep Q-network; Fog networks; Federated Average Aggregation;

   Abstract : The proliferation of the Internet of Things (IoT) has increasingly demanded intimacy between cloud services and end-users. This has incentivised extending cloud resources to the edge in what is deemed fog computing. The latter is manifesting as an ecosystem of connected clouds, geo-dispersed and of diverse capacities. READ MORE

6. 5. Computation Offloading for Real-Time Applications

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Emina Tahirović; [2023]
   Keywords : Offloading; Real-Time; Edge Computing; Cloud Computing;

   Abstract : With the vast and ever-growing range of applications which have started to seek real-time data processing and timing-predictable services comes an extensive list of problems when trying to establish these applications in the real-time domain. Depending on the purpose of the real-time application, the requests that they impose on resources are vastly different. READ MORE