Essays about: "embedded system application"

Showing result 11 - 15 of 202 essays containing the words embedded system application.

  1. 11. Introducing Machine Learning in a Vectorized Digital Signal Processor

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

    Author : Linnéa Ridderström; [2023]
    Keywords : Digital Signal Processor DSP ; Application-Specific Integrated Circuit ASIC ; Machine Learning; Deep Learning; Convolutional Neural Network CNN ; Very Long Instruction Word VLIM ; Single Instruction Multiple Data SIMD ; Digital Signalprocessor DSP ; Applikation-Specifik Integrerad Krets ASIC ; Maskininlärning; Djupinlärning; Konvolutionella Neurala Nätverk CNN ; Very Long Instruction Word VLIW ; Single Instruction Multiple Data SIMD ;

    Abstract : Machine learning is rapidly being integrated into all areas of society, however, that puts a lot of pressure on resource costraint hardware such as embedded systems. The company Ericsson is gradually integrating machine learning based on neural networks, so-called deep learning, into their radio products. READ MORE

  3. 12. Real-time Model Predictive Control with Complexity Guarantees Applied on a Truck and Trailer System

    University essay from Linköpings universitet/Reglerteknik

    Author : Edvin Bourelius; [2022]
    Keywords : Real-time; Model Predictive Control; Quadratic Programing; Active-set method; Complexity Certification; Truck; Trailer;

    Abstract : In model predictive control an optimization problem is solved in every time step, which in real-time applications has to be solved within a limited time frame. When applied on embedded hardware in fast changing systems it is important to use efficient solvers and crucial to guarantee that the optimization problem can be solved within the time frame. READ MORE

  4. 13. Tiered Storage Architecture for Stream Processing Systems

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

    Author : Ao Song; [2022]
    Keywords : State Backend; Stream Processing; Embedded Backend; External Backend; Tiered Storage System; State Backend; Strömbehandling; Inbäddad Backend; Extern Backend; Lagringssystem i Nivåer;

    Abstract : State management is the key component of a stateful stream processing system. Normally a stream processing system supports either an embedded state backend or an external backend. An embedded backend will store the data locally on the computing node. It is efficient to read and write but will lose the capability to scale out the system. READ MORE

  5. 14. Improving Availability of Stateful Serverless Functions in Apache Flink

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

    Author : Christopher Gustafson; [2022]
    Keywords : Function-as-a-Service; Stateful Serverless Functions; Apache Flink StateFun; Availability; RonDB; RocksDB; Function-as-a-Service; Tillståndsbaserade ServerlösaFunktioner; ApacheFlink StateFun; Tillgänglighet; RonDB; RocksDB;

    Abstract : Serverless computing and Function-as-a-Service are rising in popularity due to their ease of use, provided scalability and cost-efficient billing model. One such platform is Apache Flink Stateful Functions. READ MORE

  6. 15. Smart Attack Detection for IoT Networks

    University essay from KTH/Kommunikationssystem, CoS

    Author : Yang Yang; [2022]
    Keywords : Internet of Things; Security; Machine learning; Intrusion detection; Sakernas Internet; Säkerhet; Maskininlärning; Intrångsdetektering;

    Abstract : The Internet of Things (IoT) is becoming related to more and more people's daily life. It is a network that consists of resource-constrained devices. Nowadays, the application of IoT like smart wearable devices is very common. Due to the wide and important application of IoT, its security also attracts research attention without any doubt. READ MORE