Essays about: "Predictive scaling"

Showing result 1 - 5 of 13 essays containing the words Predictive scaling.

1. 1. The Application of Multivariate Statistical Process Control during Industrial Hot Isostatic Pressing Sintering Processes : A Case study at Seco Tools AB

   University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

   Author : Karl Ericsson; [2023]
   Keywords : Multivariate statistical process control; Batch processes; Quality prediction;

   Abstract : This Master's thesis focuses on improving the understanding and monitoring of the Hot Isostatic Pressing (HIP) sintering process used by Seco Tools AB to manufacture cemented carbides for cutting tools. While essential for producing cutting tools with superior hardness and toughness the HIP sintering process introduces a complex relationship between the selected process parameters and the achieved materials properties. READ MORE

3. 2. 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

4. 3. Predictive Scaling for Microservices-Based Systems

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

   Author : Simon Pettersson; [2023]
   Keywords : scalability; load prediction; cloud; cloud computing;

   Abstract : This thesis aims to explore the use of a predictive scaling algorithm to scale a microservices-based system according to a predicted system load. A scalable system along with a predictive scaling algorithm is developed and tested by applying a periodic load to the system. READ MORE

5. 4. Influence of Preprocessing Steps for Molecular Data on Deep Neural Network Performance

   University essay from Högskolan i Skövde/Institutionen för biovetenskap

   Author : Tajouj Malla; [2023]
   Keywords : ;

   Abstract : The massive accumulation of omics data requires effective computational tools to analyze and interpret such data. Deep learning (DL), a branch of machine learning (ML) and artificial intelligence (AI), has shed light on these challengings and achieved great success in bioinformatics. READ MORE

6. 5. Deep Learning for Predicting Electrical Power in 5G

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

   Author : Robert Mellberg; [2022]
   Keywords : 5G; Deep learning; Machine learning; Predictions; Electrical power; 5G; Djupinlärning; Maskininlärning; Förutsägelser; Elektrisk effekt;

   Abstract : 5G is currently being implemented around the world. A way to save resources in 5G could be to have several sector carriers sharing one power source. This requires being able to predict the electrical power of the sector carriers to make sure they do not exceed the capability of the power source. READ MORE