Essays about: "]ericsson thesis"

Showing result 6 - 10 of 568 essays containing the words ]ericsson thesis.

1. 6. Optimization of the Cloud-Native Infrastructure using Artificial Intelligence

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

   Author : Animesh Singh; [2023]
   Keywords : Artificial Intelligence; Test Channel Build; Test Channel Scheduling; Artificiell intelligens; Byggning av testkanal; Schemaläggning av testkanal;

   Abstract : To test Cloud RAN applications, such as the virtual distributed unit (vDU) and centralized virtual unit (vCU), a test environment is required, commonly known as a “test bed” or “test channel”. This test bed comprises various cloudnative infrastructures, including different hardware and software components. READ MORE

3. 7. Informal Knowledge Sharing : Grasping the Complexity of Sharing Knowledge in Ericsson’s Software Development

   University essay from Linköpings universitet/Projekt, innovationer och entreprenörskap

   Author : Arvid Wittwång; Amanda Perlind; [2023]
   Keywords : Knowledge; Knowledge Management; Knowledge Sharing; Informal Knowledge Sharing; Knowledge Sharing Culture; Information; Electronic Knowledge Network; Digital Tools; Software Development; Product Development; Ericsson; Cloud RAN; 5G; Case Study; Multi-Grounded Theory; Grounded Theory;

   Abstract : Many organizations have realized the importance of managing what they know in a proper way, with the sharing of knowledge as one of the most central aspects. However, the practices of knowledge sharing are seldom fully understood, and thus implementations of technical systems intended to improve knowledge sharing have less effect than expected. READ MORE

4. 8. 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

5. 9. Machine Learning Clustering andClassification of Network DeploymentScenarios in a Telecom Networksetting

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Chayan Shrang Raj; [2023]
   Keywords : Telecommunications; Statistics; Machine Learning; Masters; PySpark; Python; Data Visualization; LTE; eNodeB; Data analysis; Data Science; AI; Jupyter; HDFS;

   Abstract : Cellular network deployment scenarios refer to how cellular networks are implementedand deployed by network operators to provide wireless connectivity to end users.These scenarios can vary based on capacity requirements, type of geographical area, populationdensity, and specific use cases. READ MORE

6. 10. Estimation of Parabolic Microwave Antenna Movements Using Sensor Fusion

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Nikhil Challa; [2023]
   Keywords : Technology and Engineering;

   Abstract : Wireless communication has seamlessly integrated itself into our daily lives, with Ericsson pioneering the development of comprehensive mobile ecosystems. As the demand for data traffic continues to surge, the enhancement of both cellular radio systems and backhaul infrastructure remains paramount. READ MORE