Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. - Stefan Schneider 008; Adnan Manzoor; Haydar Qarawlus; Rafael Schellenberg; Holger Karl; Ramin Khalili; Artur Hecker (CNSM, 2020)

Distributed Online Service Coordination Using Deep Reinforcement Learning. - Stefan Schneider 008; Haydar Qarawlus; Holger Karl (ICDCS, 2021)

Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. - Stefan Schneider 008; Ramin Khalili; Adnan Manzoor; Haydar Qarawlus; Rafael Schellenberg; Holger Karl; Artur Hecker (IEEE Trans. Netw. Serv. Manag., 2021)

Implementing Data Sovereignty: Requirements & Challenges from Practice. - Malte Hellmeier; Julia Pampus; Haydar Qarawlus; Falk Howar (ARES, 2023)

Demonstration of Data-Sovereign Telemetry Broker for Open and Disaggregated Optical Networks. - Haydar Qarawlus; Steffen Biehs; Behnam Shariati; José Juan Pedreño Manresa; Ayoub Bouchedoub; Hendrik Haße; Pooyan Safari; Achim Autenrieth; Johannes K. Fischer (OFC, 2023)

Telemetry Framework with Data Sovereignty Features. - Behnam Shariati; Haydar Qarawlus; Steffen Biehs; Jose-Juan Pedreno-Manresa; Pooyan Safari; Mihail Balanici; Ayoub Bouchedoub; Hendrik Haße; Achim Autenrieth; Johannes K. Fischer; Ronald Freund (OFC, 2023)

Innamark: A Whitespace Replacement Information-Hiding Method. - Malte Hellmeier; Hendrik Norkowski; Ernst-Christoph Schrewe; Haydar Qarawlus; Falk Howar (IEEE Access, 2025)

TREND: A Whitespace Replacement Information Hiding Method. - Malte Hellmeier; Hendrik Norkowski; Ernst-Christoph Schrewe; Haydar Qarawlus; Falk Howar (CoRR, 2025)