Essays about: "data aggregation"

Showing result 16 - 20 of 168 essays containing the words data aggregation.

  1. 16. Fault-Tolerant Over-the-Air Federated Learning with Clustered Aggregation : Using a hierarchical architecture with hybrid digital and analog communication, to deal with byzantine users in Federated Learning over wireless networks.

    University essay from Linköpings universitet/Kommunikationssystem

    Author : David Nordlund; [2023]
    Keywords : federated learning; aircomp;

    Abstract : Rapid advancements in modern AI applications have placed unprecedented demands on large-scale connectivity and data aggregation. The vision of Internet-of-Things (IoT) is supported by a massive amount of distributed sensors and wireless devices that generate useful data for these applications. READ MORE

  3. 17. A Comparative Analysis of Multilayer Network Software

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Christian Ocklind; [2023]
    Keywords : ;

    Abstract : As the study of multilayer networks has increased in popularity in the recent decades, so has the number of available multilayer network software. However, few studies have compared this software in terms of scalability performance, overall features provided, and their underlying implementations and crucial design decisions. READ MORE

  4. 18. Power Estimation Tool for Digital Front-End 5G Radio ASIC

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Rajnandini Bhutada; [2023]
    Keywords : 5G; ASIC; DFE; Carrier Aggregation; Digital Pre-Distortion; Downlink; Uplink; Power Consumption; Power Model; Yield Analysis.;

    Abstract : Application Specific Integrated Circuits (ASICs) are critical to delivering on 5G’s promises of high speed, low latency, and expanded capacity. Digital Front-End (DFE) ASICs are particularly important components because they enhance crucial signal processing activities. READ MORE

  5. 19. Decentralized Learning over Wireless Networks with Imperfect and Constrained Communication : To broadcast, or not to broadcast, that is the question!

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Martin Dahl; [2023]
    Keywords : Decentralized Stochastic Gradient Descent; Decentralized Learning; Medium Access Control; Wireless Communications; Machine Learning; Imperfect Communication; Resource-Constrained; Resource Allocation; Scheduling;

    Abstract : The ever-expanding volume of data generated by network devices such as smartphones, personal computers, and sensors has significantly contributed to the remarkable advancements in artificial intelligence (AI) and machine learning (ML) algorithms. However, effectively processing and learning from this extensive data usually requires substantial computational capabilities centralized in a server. READ MORE

  6. 20. Integrating IoT digital technologies with LCA analysis at SMEs

    University essay from KTH/Produktionsutveckling

    Author : Kamesh Subramanian; Suganya Senthil Kumar; [2023]
    Keywords : ;

    Abstract : Analyzing the environmental impacts of products and processes has evolved into a standard practice through the utilization of Life Cycle Assessment (LCA). However, assessments of carbon footprints frequently encompass uncertainties stemming from challenges in accurately measuring emission factors and obtaining dependable data, processes which can be both intricate and time-consuming. READ MORE