Essays about: "Hadoop Distributed File System"

Showing result 1 - 5 of 17 essays containing the words Hadoop Distributed File System.

1. 1. Sequential Anomaly Detection for Log Data Using Deep Learning

   University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

   Author : Lina Hammargren; Wei Wu; [2021-06-14]
   Keywords : anomaly detection; recurrent neural network; long short-term memory; semi-supervised learning; seq2seq; transformer; unsupervised learning; log analysis;

   Abstract : Abstract Software development with continuous integration changes needs frequent testing for assessment. Analyzing the test output manually is time-consuming and automating this process could be beneficial to an organization. READ MORE

3. 2. Evaluating the use of Machine Learning for Fault Detection using Log File Analysis

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Rosen Nikolaev Tenov; [2021]
   Keywords : Machine learning; fault detection; log file; artificial neural network; Maskininlärning; feldetektering; loggfil; artificiellt neuralt nätverk;

   Abstract : Under de senaste åren fick maskininlärning mer och mer popularitet i samhället. Den implementeras i stor utsträckning inom många datavetenskapliga områden, t.ex. igenkänning av tal, video, objekt, sentimentanalys osv. READ MORE

4. 3. Towards an S3-based, DataNode-less implementation of HDFS

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

   Author : Franco Jesus Caceres Gutierrez; [2020]
   Keywords : Hadoop distributed file system; HDFS; HopsFS; S3;

   Abstract : The relevance of data processing and analysis today cannot be overstated. The convergence of several technological advancements has fostered the proliferation of systems and infrastructure that together support the generation, transmission, and storage of nearly 15,000 exabytes of digital, analyzabledata. READ MORE

5. 4. S3-HopsFS: A Scalable Cloud-native Distributed File System

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

   Author : Joel Stenkvist; [2019]
   Keywords : ;

   Abstract : Data has been regarded as the new oil in today’s modern world. Data is generated everywhere from how you do online shopping to where you travel. Companies rely on analyzing this data to make informed business decisions and improve their products and services. However, storing this massive amount of data can be very expensive. READ MORE

6. 5. SQL on Hops

   University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Author : Fabio Buso; [2017]
   Keywords : ;

   Abstract : In today’s world data is extremely valuable. Companies and researchers store every sort of data, from users activities to medical records. However, data is useless if one cannot extract meaning and insight from it. In 2004 Dean and Ghemawat introduced the MapReduce framework. READ MORE