Essays about: "CPU prediction"

Showing result 1 - 5 of 20 essays containing the words CPU prediction.

  1. 1. Auto-scaling Prediction using MachineLearning Algorithms : Analysing Performance and Feature Correlation

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Syed Saif Ahmed; Harshini Devi Arepalli; [2023]
    Keywords : Cloud Computing; Predictive Auto-Scaling; Machine Learning; Data Correlation;

    Abstract : Despite Covid-19’s drawbacks, it has recently contributed to highlighting the significance of cloud computing. The great majority of enterprises and organisations have shifted to a hybrid mode that enables users or workers to access their work environment from any location. READ MORE

  3. 2. Prediction of 5G system latency contribution for 5GC network functions

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

    Author : Ziyu Cheng; [2023]
    Keywords : Network model; End-to-end delay; 5GC; Prediction model; CPU load; Nätverksmodell; Slutanvändare; latens; 5GC; Modell för prediktering; CPU-last;

    Abstract : End-to-end delay measurement is deemed crucial for network models at all times as it acts as a pivotal metric of the model’s effectiveness, assists in delineating its performance ceiling, and stimulates further refinement and enhancement. This premise holds true for 5G Core Network (5GC) models as well. READ MORE

  4. 3. Predictability of Optimal Core Distribution Based on Weight and Speedup

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Rasmus Eriksson; [2022]
    Keywords : Resource distribution; Core distribution; Shared memory; High performance computing; DGEMM; OpenMP;

    Abstract : Efficient use of hardware resources is a vital part of getting good results within high performance computing. This thesis explores the predictability of optimal CPU-core distribution between two tasks running in parallel on a shared-memory machine, with the intent to reach the shortest total runtime possible. READ MORE

  5. 4. A neural network performance analysis with three different model structures

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

    Author : Alejandro Gil Ferrer; [2021]
    Keywords : ;

    Abstract : This report analyzes three neural network structures: dense, convolutional and recurrent. One data set example and problem has been chosen for each type of structure: a multi-class classification problem, an image classifier and a time sequence prediction, respectively. READ MORE

  6. 5. Flight search engine CPU consumption prediction

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

    Author : Zhaopeng Tao; [2021]
    Keywords : Flight Search Engine; Deep Neural Networks; Tabular Data; Regression; Machine Learning; Flight Schedule Embedding; Node Embedding; Graph Embedding; Line Graph Embedding; Sökmotor för flygresor; Djupa neurala nätverk; Tabulära data; Regression; Maskininlärning; Inbäddning av flygschema; Inbäddning av noder; Inbäddning av grafer; Inbäddning av linjediagram;

    Abstract : The flight search engine is a technology used in the air travel industry. It allows the traveler to search and book for the best flight options, such as the combination of flights while keeping the best services, options, and price. The computation for a flight search query can be very intensive given its parameters and complexity. READ MORE