Search Results for author: Doumitrou Daniil Nimara

Found 3 papers, 0 papers with code

Test Code Generation for Telecom Software Systems using Two-Stage Generative Model

no code implementations14 Apr 2024 Mohamad Nabeel, Doumitrou Daniil Nimara, Tahar Zanouda

In recent years, the evolution of Telecom towards achieving intelligent, autonomous, and open networks has led to an increasingly complex Telecom Software system, supporting various heterogeneous deployment scenarios, with multi-standard and multi-vendor support.

Code Generation Language Modelling +2

Fault Detection in Mobile Networks Using Diffusion Models

no code implementations14 Apr 2024 Mohamad Nabeel, Doumitrou Daniil Nimara, Tahar Zanouda

In today's hyper-connected world, ensuring the reliability of telecom networks becomes increasingly crucial.

Anomaly Detection Fault Detection +2

Using Large Language Models to Understand Telecom Standards

no code implementations2 Apr 2024 Athanasios Karapantelakis, Mukesh Thakur, Alexandros Nikou, Farnaz Moradi, Christian Orlog, Fitsum Gaim, Henrik Holm, Doumitrou Daniil Nimara, Vincent Huang

However, the volume and complexity of these standards has increased over time, thus complicating access to relevant information for vendors and service providers.

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