Essays about: "Data science of cloud"

Showing result 1 - 5 of 52 essays containing the words Data science of cloud.

1. 1. Implementing End-to-End MLOps for Enhanced Steel Production

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Marcus Westin; Jacob Berggren; [2024]
   Keywords : MLOps; Azure ML; Machine Learning; Computer Science; Microsoft Azure; MLOps; Azure ML; Maskininlärning; Datavetenskap; Microsoft Azure;

   Abstract : Steel production companies must utilize new technologies and innovations to stay ahead of a highly competitive market. Recently, there has been a focus on Industry 4.0, which involves the digitalization of production to integrate with newer technologies such as cloud solutions and the Internet of Things (IoT). READ MORE

3. 2. Log Frequency Analysis for Anomaly Detection in Cloud Environments

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Author : Prathyusha Bendapudi; [2024]
   Keywords : Log Analysis; Log Frequency Patterns; anomaly detection; machine learning; cloud environments;

   Abstract : Background: Log analysis has been proven to be highly beneficial in monitoring system behaviour, detecting errors and anomalies, and predicting future trends in systems and applications. However, with continuous evolution of these systems and applications, the amount of log data generated on a timely basis is increasing rapidly. READ MORE

4. 3. Evaluation of Application and Platform ContinuousDeployment Strategies and Tools over Edge Clusters

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : André Lundqvist; [2023]
   Keywords : ;

   Abstract : The purpose of this thesis was the investigation of using Cloud Native tools in an On-prem Edge Deployment. Edge Computing allows software with explicit demands on latency, data management and reliability to utilize Cloud Computing by moving the compute power to the location of need while leaving the management in the Cloud. READ MORE

5. 4. A SYSTEMATIC REVIEW OF ATTRIBUTE-BASED ENCRYPTION FOR SECURE DATA SHARING IN IoT ENVIRONMENT.

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Faith Nnenna Onwumere; [2023]
   Keywords : IoT; ABE; Attribute-based Encryption; CP-ABE; KP-ABE; Internet of Things; Cryptography; Smart Devices;

   Abstract : Internet of Things (IoT) refers to a network of global and interrelated computing devices that connects humans and machines. It connects anything that has access to the internet and creates an avenue for data and information exchange. READ MORE

6. 5. Integration of Attribute-Based Encryption and IoT: An IoT Security Architecture

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Ziyad Elbanna; [2023]
   Keywords : Internet of things; Attribute based encryption; Fine-grained access control; Key revocation; Proxy re-encryption;

   Abstract : Services relying on internet of things (IoTs) are increasing day by day. IoT makes use of internet services like network connectivity and computing capability to transform everyday objects into smart things that can interact with users, and the environment to achieve a purpose they are designed for. READ MORE