Cover Image

The Network That Thinks: Kraken* and the Dawn of Cognitive 6G

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Akyildiz, Ian F., Bilen, Tuğçe
Format:	Preprint
Published:	2026
Subjects:	Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Kraken*: Architecting Generative, Semantic, and Goal-Oriented Network Management for 6G Wireless Systems
by: Akyildiz, Ian F., et al.
Published: (2026)

Semantic-Aware 6G Network Management through Knowledge-Defined Networking
by: Bilen, Tuğçe, et al.
Published: (2026)

Fluid Antenna Networks Beyond Beamforming: An AI-Native Control Paradigm for 6G
by: Akyildiz, Ian F., et al.
Published: (2026)

Intelligent 6G Edge Connectivity: A Knowledge Driven Optimization Framework for Small Cell Selection
by: Bilen, Tuğçe, et al.
Published: (2026)

Knowledge-Defined and Twin-Assisted Network Management for 6G
by: Bilen, Tuğçe, et al.
Published: (2025)

A Modular DTaaS Architecture for Predictive Slice Management in 6G Systems
by: Bilen, Tuğçe, et al.
Published: (2025)

Knowledge Defined Networking for 6G: A Reinforcement Learning Example for Resource Management
by: Koçoğlu, Erol, et al.
Published: (2025)

Federated Edge Learning for Predictive Maintenance in 6G Small Cell Networks
by: Sezgin, Yusuf Emir, et al.
Published: (2025)

AUV-Assisted Underwater 6G: Environmental Modeling and Multi-Stage Optimization
by: Engin, Mustafa Yavuz, et al.
Published: (2025)

A Modular KDN-Based Framework for IT/OT Autonomy in Industrial Systems
by: Bilen, Tuğçe, et al.
Published: (2025)

Covering Underwater Shadow Zones using Acoustic Reconfigurable Intelligent Surfaces
by: Zhao, Longfei, et al.
Published: (2025)

Acoustic RIS for Massive Spatial Multiplexing: Unleashing Degrees of Freedom and Capacity in Underwater Communications
by: Zhao, Longfei, et al.
Published: (2025)

Effect of Realistic Oscillator Phase Noise on the Performance of Cell-Free Massive MIMO Systems
by: Zhilin, Igor, et al.
Published: (2024)

Age of Entanglement in Satellite Repeater Chains with Intermittent Availability
by: Ceran, Elif Tugce
Published: (2026)

Adaptive Reallocation of RAN Functions for Resilient 6G Networks
by: Almeida, Gabriel M., et al.
Published: (2025)

Designing the Network Intelligence Stratum for 6G Networks
by: Soto, Paola, et al.
Published: (2024)

ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks
by: Christophorou, Christophoros, et al.
Published: (2024)

Architectural Challenges of Nomadic Networks in 6G
by: Lindenschmitt, Daniel, et al.
Published: (2024)

Adaptive 6G Networks-in-Network Management for Industrial Applications
by: Lindenschmitt, Daniel, et al.
Published: (2025)

Dynamic Spectrum Management for 6G Network-in-Network Concepts
by: Lindenschmitt, Daniel, et al.
Published: (2024)

Eliminating Premature Termination in Multihop Rendezvous for Cognitive Radio-based Emergency Response Network
by: Ali, Zahid, et al.
Published: (2026)

Study of Cluster-Based Routing Based on Machine Learning for UAV Networks in 6G
by: da Costa, Luis Antonio L. F., et al.
Published: (2025)

Deep Reinforcement Learning for Network Energy Saving in 6G and Beyond Networks
by: Tran, Dinh-Hieu, et al.
Published: (2024)

Towards Beyond Communications 6G Networks Status and Challenges
by: Tsekenis, Vasileios, et al.
Published: (2025)

Quantum Reinforcement Learning for 6G and Beyond Wireless Networks
by: Tran, Dinh-Hieu, et al.
Published: (2025)

Dimensioning and Optimization of Reliability Coverage in Local 6G Networks
by: Kibiłda, Jacek, et al.
Published: (2025)

Agricultural On-Demand Networks for 6G enabled by THz Communication
by: Lindenschmitt, Daniel, et al.
Published: (2024)

A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks
by: Chergui, Hatim, et al.
Published: (2025)

Discrete Time Credit-Based Shaping for Time-Sensitive Applications in 5G/6G Networks
by: Karnam, Anudeep, et al.
Published: (2025)

Space-Air-Ground Integrated Networks for 6G Mobile Communications
by: Lan, Tianming
Published: (2025)

Human-Centric Decision-Making in Cell-Less 6G Networks
by: Chiaramello, Emma, et al.
Published: (2024)

Using SRv6 to access Edge Applications in 5G Networks
by: Royer, Louis, et al.
Published: (2025)

Sovereign AI for 6G: Towards the Future of AI-Native Networks
by: Chetty, Swarna Bindu, et al.
Published: (2025)

Optical-computing-enabled Network: A New Dawn for Optical-layer Intelligence?
by: Hai, Dao Thanh, et al.
Published: (2024)

Beyond Per-Request QoS: Coordinating Industrial Workflows with B5G/6G Network Capabilities
by: Guo, Qize, et al.
Published: (2026)

6GStarLab -- A CubeSat Mission to support the development and standardization of Non-Terrestrial Networks towards 6G
by: Ruiz-de-Azua, Joan A., et al.
Published: (2025)

Applying SDN to Mobile Networks: A New Perspective for 6G Architecture
by: Yadav, Rashmi, et al.
Published: (2023)

Obstacle-Aware Positioning of a Mobile Robotic Platform for 6G Networks
by: Costa, Alexandre, et al.
Published: (2024)

Automatic Retrieval-augmented Generation of 6G Network Specifications for Use Cases
by: Tang, Yun, et al.
Published: (2024)

What-if Analysis Framework for Digital Twins in 6G Wireless Network Management
by: Ak, Elif, et al.
Published: (2024)