Essays about: "ericsson failure"

Showing result 1 - 5 of 19 essays containing the words ericsson failure.

1. 1. AI/ML Development for RAN Applications : Deep Learning in Log Event Prediction

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

   Author : Yuxin Sun; [2023]
   Keywords : LSTM; Anomaly Detection; Failure Prediction; Log Mining; Deep Learning; LSTM; Anomali Detection; Failure Prediction; Log Mining; Deep Learning;

   Abstract : Since many log tracing application and diagnostic commands are now available on nodes at base station, event log can easily be collected, parsed and structured for network performance analysis. In order to improve In Service Performance of customer network, a sequential machine learning model can be trained, test, and deployed on each node to learn from the past events to predict future crashes or a failure. READ MORE

3. 2. Detecting Faults in Telecom Software Using Diffusion Models : A proof of concept study for the application of diffusion models on Telecom data

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

   Author : Mohamad Nabeel; [2023]
   Keywords : Diffusion models; Anomaly Detection; Telecommunication; Time Series; Diffusionsmodeller; Anomalitetsdetektering; Telekommunikation; Tidsserier;

   Abstract : This thesis focuses on software fault detection in the telecom industry, which is crucial for companies like Ericsson to ensure stable and reliable software. Given the importance of software performance to companies that rely on it, automatically detecting faulty behavior in test or operational environments is challenging. READ MORE

4. 3. Ranking Software Reliability Measures using Best Worst Multicriteria DecisionMaking Method

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Author : Venkat Puneeth Reddy Mereddy; [2023]
   Keywords : Ranking Software measures; Software reliability; Multi-criteria Decision making; Best Worst Method. ii;

   Abstract : Background: The production of high-quality software products has been a long-standing challenge for the software industry. The advent of agile software development methodologies has resulted in a significant acceleration in the development pace. READ MORE

5. 4. Modelling and Investigation of Control of a Power Infrastructure Resource Management System for a Radio Base Station : A study on sustainable power management for ICT infrastructure.

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

   Author : Gustav Lenart; [2023]
   Keywords : Hybrid Dynamical Systems; Resource Management; Hybrid Automaton; Sustainable solutions for Wireless technology; Hybrid Dynamiska System; Resurshantering; Hybrid Automaton; Hållbara lösningar för trådlös teknologi;

   Abstract : In order to minimize greenhouse gas emissions and operational cost related to the ICT-infrastructure the power management method of a Radio Base Station (RBS) or Base Transceiver Station (BTS) at Ericsson is studied and modelled. The major load demand at RBS’s are due to uplink and downlink data traffic. READ MORE

6. 5. Improving the Robustness, Thermal and Noise Performance of a Radio Transmitter Fan Tray

   University essay from KTH/Lättkonstruktioner, marina system, flyg- och rymdteknik, rörelsemekanik

   Author : Mattias Olausson; Selma Rahman; [2022]
   Keywords : Fan tray; Heat dissipation; Robustness; Radio transmitter; Noise performance; Fläktlåda; Värmeavledningsförmåga; Robusthet; Radio sändare; Ljudprestanda;

   Abstract : With the growing demand of compact radio transmitters, so do the need for silent and efficient thermal management systems. Given the restricted form-factor, ensuring robustness of a unit with a detachable fan tray imposes a challenge. READ MORE