Essays about: "thesis on centralized server"

Showing result 1 - 5 of 24 essays containing the words thesis on centralized server.

  1. 1. 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

  3. 2. Highly Available Task Scheduling in Distinctly Branched Directed Acyclic Graphs

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

    Author : Patrik Zhong; [2023]
    Keywords : Distributed Scheduling; Fault-tolerance; Graph Partitioning; Task Graphs; Dask; Dask Distributed; Data Processing; Distribuerad Schemaläggning; Feltolerans; Grafpartitionering; Uppgiftsgrafer; Dask; Dask Distributed; Dataprocessering;

    Abstract : Big data processing frameworks utilizing distributed frameworks to parallelize the computing of datasets have become a staple part of the data engineering and data science pipelines. One of the more known frameworks is Dask, a widely utilized distributed framework used for parallelizing data processing jobs. READ MORE

  4. 3. End-to-End Software License Management

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

    Author : Nudzejma Pozder; [2022]
    Keywords : ;

    Abstract : As the software is constantly evolving, licensing choices in complex business environments are becoming more and more sophisticated, since licenses are used to govern software costs, access, and responsibilities. With the right licensing model in place and efficiently utilized licensing flow, organizations are able to ensure that the software is being used according to the licensing agreement which can strongly influence the return on software investment. READ MORE

  5. 4. Study on reducing the overhead of equipment management in telco cloud infrastructure

    University essay from KTH/Hälsoinformatik och logistik

    Author : Alexander Sörensen; [2022]
    Keywords : baseboard management controller; out-of-band management; equipment management; radio access network; telco cloud; cloud infrastructure; cloud computing; edge computing; hanteringsstyrsystem för utrustning; distanshantering av utrustning; utrustningshantering; radionät; telekommoln; molninfrastruktur; molnbaserade datortjänster; molnkants tjänster;

    Abstract : This thesis has been carried out on behalf of the department of Digital Services - SDI at Ericsson. Ericsson Software Defined Infrastructure (SDI) is a telco grade hardware management solution for cloud infrastructure. READ MORE

  6. 5. Adversarial Attacks in Federated Learning

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

    Author : Matteo Demartis; [2022]
    Keywords : ;

    Abstract : Maskininlärning kräver olika utbildningsdatauppsättningar för att fungera bra. Att dela datauppsättningar är ofta en juridisk fråga och integritetsfråga mellan länder/företag. READ MORE