Essays about: "network troubleshooting"

Showing result 1 - 5 of 29 essays containing the words network troubleshooting.

  1. 1. How to Estimate Local Performance using Machine learning Engineering (HELP ME) : from log files to support guidance

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Hugo Ekinge; [2023]
    Keywords : Machine learning; GRU; 1D-CNN; Transformer; log analysis; parameter estimation; regression; performance monitoring; deep learning; troubleshooting; support; Maskininlärning; GRU; 1D-CNN; Transformer; logganalys; parameteruppskattning; regression; prestandaövervakning; djupinlärning; felsökning; support;

    Abstract : As modern systems are becoming increasingly complex, they are also becoming more and more cumbersome to diagnose and fix when things go wrong. One domain where it is very important for machinery and equipment to stay functional is in the world of medical IT, where technology is used to improve healthcare for people all over the world. READ MORE

  3. 2. Root Cause Analysis and Classification for Firewall Log Events Using NLP Methods

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

    Author : Tongxin Wang; [2022]
    Keywords : Log Analysis; BERT; Natural Language Processing; Log Classification; Transformers; Log Analysis; BERT; Naturligt språk-behandling; Log-Klassificering; Transformers;

    Abstract : Network log records are robust evidence for enterprises to make error diagnoses. The current method of Ericsson’s Networks team for troubleshooting is mainly by manual observation. However, as the system is getting vast and complex, the log messages show a growth trend. READ MORE

  4. 3. Community Detection in Directed Graphs for Cell-to-Sector Mapping Using Handover Statistics in Mobile Communication Networks

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

    Author : David Rommedahl; [2022]
    Keywords : Community detection; Communications networks; Handover; Sectors; Directed graphs; Binary classification; Graph clustering; Gemenskapsdetektion; Kommunikationsnätverk; Handover; Sektorer; Riktade grafer; Binär klassification; Grafklustring;

    Abstract : Many use cases in mobile communication networks are dependent on knowledge of which cells serve the same sector. These use cases include network planning, optimization and troubleshooting. Current methods of obtaining knowledge regarding this cell-to-sector mapping are based on naming conventions of cells. READ MORE

  5. 4. Analysing user-friendly and knowledge-based agent solution for videostreams troubleshooting and management.

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Danielle Lundström; [2022]
    Keywords : AI chatbot; Knowledge-based agent; troubleshooting; management; multimedia services; QoS QoE;

    Abstract : Since the coronavirus pandemic in 2019, millions of people started to use online streaming and entertainment services during the lockdown. Streaming solutions such as OTT and IPTV has grown and boosted the live streaming and non-linear streaming revenue, by using new technologies and innovation such as Artificial Intelligence (AI) to improve the video quality, performance, and security of video streaming services. READ MORE

  6. 5. Tracing Control with Linux Tracing Toolkit, next generation in a Containerized Environment

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Vikhram Ravi; [2021]
    Keywords : 5g; ran; kubernetes; docker; tracing; observability; troubleshooting; service discovery; lttng;

    Abstract : 5G is becoming reality with companies rolling out the technology around the world. In 5G,the Radio Access Network (RAN) is moving from a monolithic-based architecture into a cloud-based microservice architecture for the purpose of simplifying deployment and manageability,and explore scalability and flexibility. READ MORE