Essays about: "Heterogeneous Networks"

Showing result 11 - 15 of 114 essays containing the words Heterogeneous Networks.

  1. 11. Recommendation Engine via Flexible Latent Explorations : Adaptation of Variational Autoencoders for Telecom domain

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Aliaksandr Samson; [2022]
    Keywords : ;

    Abstract : While consumers get a lot of benefits with new generations of cellular networks, there is an increasing demand of reducing the energy consumption of telecom nodes. Finding optimal telecom node configurations usually results in network performance degradation. READ MORE

  3. 12. Energy Efficient Communication Scheduling for IoT-based Waterbirds Monitoring: Decentralized Strategies

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Otabek Sobirov; [2022]
    Keywords : TSCH; 6TiSCH; RPL; scheduling; energy consumption; COOJA; autonomous scheduling; distributed scheduling; reinforcement learning; RL-based scheduling; Q-Learning;

    Abstract : Monitoring waterbirds have several benefits, including analyzing the number of endangered species, giving a reliable indication of public health, etc. Monitoring waterbirds in their habitat is a challenging task since the location is distant, and the collection of monitoring data requires large bandwidth. READ MORE

  4. 13. Performance analysis of a non-synchronized heterogeneous TSN network

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : David Nguyen; Zack Nasiri; [2022]
    Keywords : ;

    Abstract : It is becoming increasingly important to provide mechanisms and features to support the strict real-time requirements in today's industrial networks. This has caused industries to look for solutions to have reliable time-sensitive network communication. READ MORE

  5. 14. Regularized Fine-tuning Strategies for Neural Language Models : Application of entropy regularization on GPT-2

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Jae Eun Hong; [2022]
    Keywords : text generation; entropy regularization; neural language model; gpt-2;

    Abstract : Deep neural language models like GPT-2 is undoubtedly strong at text generation, but often requires special decoding strategies to prevent producing degenerate output - namely repetition. The use of maximum likelihood training objective results in a peaked probability distribution, leading to the over-confidence of neural networks. READ MORE

  6. 15. The Competitive Conditions for Vendors in the Open RAN Ecosystem : A Study Informed by Expert Interviews

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Daniel Peng; [2022]
    Keywords : Open Radio Access Network; 5G; Competitive conditions; RAN vendors; enterprise solutions; Öppna radioåtkomstnätverk; 5G; Konkurrensvillkor; RAN leverantörer; företagslösningar;

    Abstract : Mobile communication technology has become crucial in shaping the way modern society functions. The evolution of cellular networks has created an increasingly interconnected world, supporting various heterogeneous infrastructures. READ MORE