Essays about: "big data analytics and tools"

Showing result 6 - 10 of 23 essays containing the words big data analytics and tools.

1. 6. A performance study for autoscaling big data analytics containerized applications : Scalability of Apache Spark on Kubernetes

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Vinay Kumar Vennu; Sai Ram Yepuru; [2022]
   Keywords : Containers; Container Orchestration; Big data analytics; Autoscaling; Resource Management;

   Abstract : Container technologies are rapidly changing how distributed applications are executed and managed on cloud computing resources. As containers can be deployed on a large scale, there is a tremendous need for Container Orchestration tools like Kubernetes that are highly automatic in deployment, scaling, and management. READ MORE

3. 7. Designing and developing an application for online hate speech detection on social media

   University essay from Lunds universitet/Innovationsteknik

   Author : Simon Åberg; Ludwig Hedlund; [2021]
   Keywords : AI; Big Data; Hate Speech; NGO; Machine Learning; Social Media; Twitter; Technology and Engineering;

   Abstract : Social media platforms have a significant impact on the world. Through connecting people over the globe, social media has resulted in multiple positive effects. However, the impact is not only beneficial. Social media platforms have also caused polarization and criminal uprisings, leading to events such as the Rohingya genocide in Burma. READ MORE

4. 8. How to capture that business value everyone talks about? : An exploratory case study on business value in agile big data analytics organizations

   University essay from Jönköping University/IHH, Företagsekonomi

   Author : Philip Svenningsson; Maximilian Drubba; [2020]
   Keywords : Big Data Analytics; Big Data; Big Data Analytics Application; Business Value; Business Value in Big Data Analytics; Agile organizations; Software Value Map; Strategic Tools;

   Abstract : Background: Big data analytics has been referred to as a hype the past decade, making manyorganizations adopt data-driven processes to stay competitive in their industries. Many of theorganizations adopting big data analytics use agile methodologies where the most importantoutcome is to maximize business value. READ MORE

5. 9. Big Data Workflows: DSL-based Specification and Software Containers for Scalable Execution

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

   Author : Yared Dejene Dessalk; [2020]
   Keywords : Big Data workflow; Domain-specific language; Software container; Message­ oriented middleware; Scalable execution; Big Data-arbetsflode; Doman-specifikt sprak; Programvarubehallare; Meddelande-orienterad mellanprogramvara; Skalbar korning;

   Abstract : Big Data workflows are composed of multiple orchestration steps that perform different data analytics tasks. These tasks process heterogeneous data using various computing and storage resources. READ MORE

6. 10. Visualization of Learning Paths as Networks of Topics

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Sara García; [2020]
   Keywords : Visual Learning Analytics; Exploratory Data Analysis; Multidi- mensional Data; Interactive Graphs;

   Abstract : Nowadays, interactive visualizations have been one of the most used tools in Big Data fields for the purpose of searching for relationships and structured information in large datasets of unstructured information. In this project, these tools are applied to extract structured information from students following Self-Regulated Learning (SRL). READ MORE