Sökning: "CPU prediction"
Visar resultat 1 - 5 av 21 uppsatser innehållade orden CPU prediction.
1. Auto-scaling Prediction using MachineLearning Algorithms : Analysing Performance and Feature Correlation
Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskapSammanfattning : 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. LÄS MER
2. Prediction of 5G system latency contribution for 5GC network functions
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
3. Predictability of Optimal Core Distribution Based on Weight and Speedup
Kandidat-uppsats, Umeå universitet/Institutionen för datavetenskapSammanfattning : 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. LÄS MER
4. A neural network performance analysis with three different model structures
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER
5. Flight search engine CPU consumption prediction
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : 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. LÄS MER