Essays about: "Cluster Configuration"

Showing result 1 - 5 of 33 essays containing the words Cluster Configuration.

1. 1. Comparing various methods for improving resource allocation on a single node cluster in Kubernetes

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Abaied Sopi; Plotoaga Andrei; [2023]
   Keywords : Kubernetes; latency-critical; resource allocation; CRI-RM; Vertical Pod Autoscaler;

   Abstract : When dealing with latency-critical applications in Kubernetes, a common strategy is to over-allocate resources to ensure the application can meet its latency guarantees during traffic surges. However, this practice often leads to resource underutilizationas the application will not fully utilize its reserved resources. READ MORE

3. 2. The connection between the bow shock at Mercury and the interplanetary magnetic field

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

   Author : Erik Sellberg; [2023]
   Keywords : Mercury bow shock; Bow shock - interplanetary magnetic field interaction; MESSENGER; Merkurius bogchock; Växelverkan bogchock interplanetära magnetfältet; MESSENGER;

   Abstract : As the solar wind reaches Mercury it interacts with the planet’s magnetic field slowing down, forming a bow shock in front of the planet and diverting the flow around it. Along with the solar wind comes the interplanetary magnetic field, an extension of the sun’s magnetic field. READ MORE

4. 3. Auto-Tuning Apache Spark Parameters for Processing Large Datasets

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

   Author : Shidi Zhou; [2023]
   Keywords : Apache Spark; Cloud Environment; Spark Configuration Parameter; Resource Utilization; Ridge Regression; Elastic Net; Random Forest; Deep Neural Network; Bayesian Optimization; Particle Swarm Optimization.; Apache Spark; Molnmiljö; Apache Spark konfigurationsparameter; Resursutnyttjande; Ridge-regression; Elastisk nät; Slumpskog; Djupt neuralt nätverk; Bayesiansk optimering; Partikelsvärmsoptimering.;

   Abstract : Apache Spark is a popular open-source distributed processing framework that enables efficient processing of large amounts of data. Apache Spark has a large number of configuration parameters that are strongly related to performance. Selecting an optimal configuration for Apache Spark application deployed in a cloud environment is a complex task. READ MORE

5. 4. Performance Evaluation of Kubernetes Autoscaling strategies on GKE clusters

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

   Author : Johanna Nilsen; [2023]
   Keywords : Cloud Computing; Containerisation; Kubernetes; Google Kubernetes Engine; Autoscaling; Horizontal Pod Autoscaling; Vertical Pod Autoscaling; Hybrid Pod Autoscaling; Molntjänster; Containerisering; Kubernetes; Google Kubernetes Engine; Autoskalning; Horisontell Pod-autoskalning; Vertikal Pod-autoskalning; Hybrid Pod-autoskalning;

   Abstract : Cloud computing and containerisation have experienced significant growth in recent years. With cloud providers requiring users to specify resource limits and requests, the need for performance and resource optimisation has emerged in the cloud computing domain. READ MORE

6. 5. Form data enriching using a post OCR clustering process : Measuring accuracy of field names and field values clustering

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Adil Aboulkacim; [2022]
   Keywords : Optical Character Recognition; Form Processing; Data enrichment; Optisk teckenläsning; Formulärbearbetning; Databerikning;

   Abstract : Med OCR teknologier kan innehållet av ett formulär läsas in, positionen av varje ord och dess innehåll kan extraheras, dock kan relationen mellan orden ej förstås. Denna rapport siktar på att lösa problemet med att berika data från ett strukturerat formulär utan någon förinställd konfiguration genom användandet utav klustring. READ MORE