Master Thesis: Android APK Traffic Model Generator

Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling

I korthet

This Master Thesis project focuses on building and evaluating a cost-effective solution for generating Android APK traffic on commercial hardware. You will investigate simulating traffic models for multiple user equipment (UEs) with diverse behaviors, aiming to advance testing of data traffic optimization algorithms.

Ansvarsområden

Investigate simulating traffic models using commercial or pre-commercial hardware.
Develop a simulator capable of generating traffic for multiple UEs with different behaviors.
Define areas of exploration including requirements for live demonstrations, efficient multi-traffic scenario configuration, and functionality for troubleshooting.
Evaluate the cost-efficiency of the solution considering total cost of ownership and HW capacity for current and future needs.
Assess the realism of scenarios and the dynamic behavior needed.

Krav

Knowledge in Computer Science, Electrical Engineering, or a related field.
Experience in at least one programming language (Python not mandatory).
Eagerness to learn and explore new concepts.

Önskade kvalifikationer

Experience in machine learning.
Experience in telecom.

Förmåner

Opportunity to define areas of exploration within the project.
Work with commercial or pre-commercial hardware.

Färdigheter

PythonMachine LearningTelecommunications

#Master Thesis#Android#APK#Traffic Model#Generator#Mobile#Systems#Testing#Algorithms#Optimization#Data Traffic#Computer Science#Electrical Engineering#Programming#Machine Learning#Telecom

Om Ericsson

Pioneering technology for connecting billions of people worldwide

Our purpose \nTo create connections that make the unimaginable possible.\n\nOur vision\nA world where limitless connectivity improves lives, redefines business and pioneers a sustainable future.\n\nOur values\nPerseverance, professionalism, respect and integrity.\n\nThe future is a place for purpose & vision – ours are clear, and we invite partners, customers and consumers to join us in our journey. \n\nFor a brighter future. For all. Let's #ImaginePossible

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