Essays about: "CPU Utilization"

Showing result 1 - 5 of 110 essays containing the words CPU Utilization.

  1. 1. Data streaming provenance in advanced metering infrastructures

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Zozk Mohamed; [2023-11-24]
    Keywords : Advanced Metering Infrastructure; Ananke; Apache Flink; Göteborg Energi; Provenance; Stream processing; Stream Processing Engine;

    Abstract : Increasing volumes of data in digital systems have made the traditional approach of gathering and storing all the data while analyzing it in bulks at periodic intervals challenging and costly. One such field is the electric grid market, which has started modernizing its aging grids into smart grids where Advanced Metering Infrastructures (AMIs) play a vital role. READ MORE

  3. 2. Comparative Study of the Inference of an Image Quality Assessment Algorithm : Inference Benchmarking of an Image Quality Assessment Algorithm hosted on Cloud Architectures

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

    Author : Jesper Petersson; [2023]
    Keywords : Machine learning; Cloud Computing; Benchmark; Image Quality Assessment; Maskininlärning; Molntjänster; Jämförelse; Bildkvalitetsbedömning;

    Abstract : an instance has become exceedingly more time and resource consuming. To solve this issue, cloud computing is being used to train and serve the models. However, there’s a gap in research where these cloud computing platforms have been evaluated for these tasks. READ MORE

  4. 3. Finding the Sweet Spot: Optimizing Kubernetes for Scalability and Resilience : A Comprehensive Study on Improving Resource Utilization and Performance in Containerized Environments.

    University essay from Karlstads universitet/Fakulteten för hälsa, natur- och teknikvetenskap (from 2013); Karlstads universitet/Avdelningen för datavetenskap

    Author : Adam Rör; [2023]
    Keywords : Kubernetes; Microservices; Containerization Technology; Virtualization; Minikube;

    Abstract : Modern technology is rapidly and efficiently expanding, and by looking at the largest companies by market cap, one will find enterprises like Apple, Microsoft, Alphabet, and Meta. Given the complexity of modern software architecture, there arises a necessity for a software architecture that is both scalable and adaptable. READ MORE

  5. 4. High-Performance Network Data Transfers to GPU : A Study of Nvidia GPU Direct RDMA and GPUNetIO

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

    Author : Yuchen Gao; [2023]
    Keywords : GPUDirect RDMA; GPUNetIO; User interface; GPUDirect RDMA; GPUNetIO; Användargränssnitt;

    Abstract : This study investigates high-performance network data transfers, focusing on Nvidia Graphics Processing Unit (GPU) Direct Remote Direct Memory Access (RDMA) and GPUNetIO. These methods have emerged as promising strategies for improving data communication between GPUs and network interfaces, but harnessing their potential requires meticulous configuration and optimization. READ MORE

  6. 5. Optimizing Resource Allocation in Kubernetes : A Hybrid Auto-Scaling Approach

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

    Author : Brando Chiminelli; [2023]
    Keywords : Cloud computing; Microservices; Kubernetes; Container Orchestration; Auto-Scaling; Horizontal Pod Autoscaler HPA ; WorkloadPrediction; Time-Series Forecasting; Molntjänster; Mikrotjänster; Kubernetes; Containerorkestrering; Automatisk Skalning; Horizontal Pod Autoscaler HPA ; Förutsägelse avArbetsbelastning; Prognoser för Tidsserier;

    Abstract : This thesis focuses on addressing the challenges of resource management in cloud environments, specifically in the context of running resource-optimized applications on Kubernetes. The scale and growth of cloud services, coupled with the dynamic nature of workloads, make it difficult to efficiently manage resources and control costs. READ MORE