Essays about: "Awesome Automatic Log Analysis"

Found 3 essays containing the words Awesome Automatic Log Analysis.

  1. 1. Automatic Log Analysis System Integration : Message Bus Integration in a Machine Learning Environment

    University essay from KTH/Radio Systems Laboratory (RS Lab)

    Author : Carl Svensson; [2015]
    Keywords : Big Data; Machine learning; Message passing; Machine-to-machine communication; Big Data; Maskininlärning; Meddelandesändning; Maskin-till-maskin kommunikation;

    Abstract : Ericsson is one of the world's largest providers of communications technology and services. Reliable networks are important to deliver services that live up to customers' expectations. Tests are frequently run on Ericsson's systems in order to identify stability problems in their networks. These tests are not always completely reliable. READ MORE

  2. 2. Spark-based Application for Abnormal Log Detection

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Georgios Koutsoumpakis; [2014]
    Keywords : ;

    Abstract : Ericsson is a world-leader in the rapidly-changing environment of communications technology and thus it is important to provide reliable and high quality networks. Automated test loops are executed frequently, trying to find problems  in Ericsson's products but, since test cases alone are not always adequate,  machine learning techniques  are sometimes  used to find abnormal system behaviour. READ MORE

  3. 3. Automatic Log Analysis using Machine Learning : Awesome Automatic Log Analysis version 2.0

    University essay from Institutionen för informationsteknologi

    Author : Weixi Li; [2013]
    Keywords : ;

    Abstract : Many problems exist in the testing of a large scale system. The automated testing results are not reliable enough and manual log analysis is indispensable when automated testing cannot figure out the problems. However, it requires much expert knowledge, costs too much and is time consuming to do manual log analysis for alarge scale system. READ MORE