Essays about: "Split Computing"

Showing result 1 - 5 of 19 essays containing the words Split Computing.

  1. 1. Investigating the use of Semiconductor Nanowires for Neural Networks

    University essay from Lunds universitet/Synkrotronljusfysik; Lunds universitet/Fysiska institutionen

    Author : Alfredo Serafini; [2022]
    Keywords : FDTD method and simulation; optical broadcasting neural network; optical communication of nanowires; sub-wavelength absorption.; Physics and Astronomy;

    Abstract : In this work, we intend to employ nanowires for the realisation of an artificial neuron which can be used to design a neural network that will guide the new generation of non-von Neumann architectures such as Neuromorphic Computing. Possible applications are strongly related to Neuromorphic architectures and artificial intelligence, such as high-performance computers, robotics hardware and autonomous drones. READ MORE

  3. 2. A Proposal and Implementation of a Novel Architecture Model for Future IoT Applications : With focus on fog computing

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Viktor Andersson; [2022]
    Keywords : Internet of Things; Fog computing; Cloud computing; Mist computing; Distributed Systems;

    Abstract : The number of IoT devices and their respective data is increasing for each day impacting the traditional architecture model of solely using the cloud for processing and storage in a negative way. This model may therefore need a supporting model to alleviate the different challenges for future IoT applications. READ MORE

  4. 3. Deep Multiple Description Coding for Semantic Communication : Theory and Practice

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

    Author : Martin Lindström; [2022]
    Keywords : Deep Learning; Split Computing; Multiple Description Coding; Semantic Communication; Internet of Things; Image Classification; Djupinlärning; distribuerade beräkningar; distribuerad kodning; semantisk kommunikation; sakernas internet; Internet of Things; bildklassificering;

    Abstract : With the era of wirelessly connected Internet of Things (IoT) devices on the horizon, eective data processing algorithms for IoT devices are of increasing importance. IoT devices often have limited power and computational resources, making data processing on the device unfeasible. READ MORE

  5. 4. End-to-end latency and cost impact of function segregation and customized memory allocation in FaaS environments

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Desireé Fredriksson; [2021]
    Keywords : FaaS; Function as a service; Serverless;

    Abstract : Function as a service (FaaS) is a type of serverless cloud computing intended to facilitate development by abstracting away infrastructural management, and offer a more flexible, pay-as-you-go billing model based on execution time and memory allocation. FaaS functions are deployed to the cloud provider as either single units, or chained to form a pipeline of multiple functions that call each other. READ MORE

  6. 5. Modelling stellar streams around the Milky Way

    University essay from Lunds universitet/Astronomi - Genomgår omorganisation

    Author : Hyerin Jang; [2021]
    Keywords : Physics and Astronomy;

    Abstract : Stellar streams around the Milky Way (MW) have been observed by wide sky surveys, and studied to understand the mass distribution of the MW. This is because streams are formed by a disruption of a globular cluster or a dwarf galaxy under the influence of the gravitational field of the MW. READ MORE