Master Thesis: Quality of Service for AI Token Traffic in 6G Networks
Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling · Datavetenskap
I korthet
This Master Thesis project investigates the Quality of Service requirements for AI token traffic in 6G mobile networks. The work involves literature study, AI traffic characterization, and simulation to evaluate existing and new QoS mechanisms for supporting AI workloads.
Ansvarsområden
- Review current state of the art in AI traffic characterization and 3GPP QoS mechanisms.
- Characterize traffic patterns of token traffic generated by different AI services.
- Develop or extend simulations to model AI token traffic over a mobile network.
- Evaluate how existing QoS mechanisms perform for this traffic class and identify potential gaps.
Krav
- Student in electrical engineering, computer science, computer engineering, or similar.
- Understanding of mobile network architecture (4G/5G) and QoS concepts.
- Familiarity with machine learning concepts, particularly large language models.
- Programming experience in Python.
- Interest in 3GPP standardization and telecom research.
Önskade kvalifikationer
- Experience with C++ is a plus.
Förmåner
- 30hp thesis work
- Gain insights into AI traffic characteristics and QoS in future mobile networks.
Färdigheter
PythonC++AILarge Language ModelsMachine LearningNetwork SimulationQuality of Service3GPP
#6G#AI Traffic#Quality of Service#Large Language Models#Token Communication#Network Simulation#3GPP
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
Företag
EricssonPublicerade jobb
för 1 dag sedan
Anställningstyp
Praktik
Arbetsform
På plats
Erfarenhetsnivå
Student
Platser
Stockholm, Sweden
Kvalifikation
Masterexamen
Sökande
Ansök tidigt
Liknande jobb
Saab
Solna, Sweden +5 flerHead of IT Security and Compliance Operations
Heltid Ansök tidigt Publicerad för 4 dagar sedan
Saab
Linköping, SwedenMaster thesis, 30hp: HMI to visualize Human-Autonomy Teaming
Praktik Ansök tidigt Publicerad för 4 dagar sedan
Saab
Linköping, SwedenHead of Prime Support & Planning - GlobalEye
Heltid Ansök tidigt Publicerad för 4 dagar sedan
Saab
Solna, Sweden +5 flerHead of IT Operations and Support
Heltid Ansök tidigt Publicerad för 4 dagar sedan
Microsoft
PolandCopilot Solution Engineer
284–617 tn PLN/år Heltid Ansök tidigt Publicerad för 4 dagar sedan
ABB
SwedenThesis Work for generating photo realistic virtual training data for physical AI models
Praktik Ansök tidigt Publicerad för 4 dagar sedan
