Essays about: "hårdvara resurs"

Found 4 essays containing the words hårdvara resurs.

  1. 1. Exploration and Evaluation of RNN Models on Low-Resource Embedded Devices for Human Activity Recognition

    University essay from KTH/Mekatronik och inbyggda styrsystem

    Author : Helgi Hrafn Björnsson; Jón Kaldal; [2023]
    Keywords : Recurrent Neural Networks; Long Short-Term Memory Networks; Embedded Systems; Human Activity Recognition; Edge AI; TensorFlow Lite Micro; Recurrent Neural Networks; Long Short-Term Memory Networks; Innbyggda systyem; Mänsklig aktivitetsigenkänning; Edge AI; TensorFlow Lite Micro;

    Abstract : Human activity data is typically represented as time series data, and RNNs, often with LSTM cells, are commonly used for recognition in this field. However, RNNs and LSTM-RNNs are often too resource-intensive for real-time applications on resource constrained devices, making them unsuitable. READ MORE

  3. 2. Hardware-Efficient WDM/SDM Network : Smart Resource Allocation with SDN Controller

    University essay from KTH/Kommunikationssystem, CoS

    Author : Lida Liu; [2019]
    Keywords : WDM; SDM; SDN; routing and wavelength assignment; large-scale network; hardware resource; WDM; SDM; SDN; routing och tilldelning av våglängd; storskaligt nätverk; hårdvara resurs;

    Abstract : Optical networking has been developing for decades and wavelength-division multiplexing (WDM) is the main technology used to carry signals in fiber-optical communication systems. However, its development has slowed because it is approaching the Shannon limit of nonlinear fiber transmission. READ MORE

  4. 3. Traffic Load Predictions Using Machine Learning : Scale your Appliances a priori

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

    Author : Michail Xirouchakis; [2018]
    Keywords : Network Function Virtualization; Software Defined Networking; Machine Learning; Predictions; Network Function Virtualization; Software Defined Networking; Maskininlärning; Prognoser;

    Abstract : Layer 4-7 network functions (NF), such as Firewall or NAPT, have traditionally been implemented in specialized hardware with little to no programmability and extensibility. The scientific community has focused on realizing this functionality in software running on commodity servers instead. Despite the many advancements over the years (e.g. READ MORE

  5. 4. Operating systems for resource constraint Internet of Things devices: An evaluation

    University essay from Malmö högskola/Fakulteten för teknik och samhälle (TS)

    Author : Andreas Elvstam; Daniel Nordahl; [2016]
    Keywords : IoT; IoT OS; BLE; Contiki; RIOT; mbed; Zephyr; 6LoWPAN; IEEE 802.15.4; Evaluation;

    Abstract : Internet of Things (IoT) är ett område under omfattande utveckling, både vad det gäller hårdvara och mjukvara. När det gäller hårdvaruplattformar för IoT enheter finns det platt-formar som är kraftfulla nog att exekvera ett reguljärt OS som t.ex. Linux. READ MORE