Essays about: "Memory consumption"

Showing result 6 - 10 of 222 essays containing the words Memory consumption.

  1. 6. 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. 7. Comparison of Recommendation Systems for Auto-scaling in the Cloud Environment

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Nikhil Boyapati; [2023]
    Keywords : Auto-Scaling; Auto-Scaling Recommendations; Cloud Environment; K-Nearest Neighbors; Machine Learning; Recommendation Systems; Random Forests; Support Vector Machines;

    Abstract : Background: Cloud computing’s rapid growth has highlighted the need for efficientresource allocation. While cloud platforms offer scalability and cost-effectiveness for a variety of applications, managing resources to match dynamic workloads remains a challenge. READ MORE

  4. 8. Classification of Cable Shoe Presses on an Embedded System Using a Neural Network Implemented by Hand

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Charlotta Nordlund; [2023]
    Keywords : ;

    Abstract : Pressing cables with cable shoes currently involves the use of high pressure to ensure successful crimping. However, this approach lacks the ability to detect when the pressing has been completed. Elpress intends to develop a handheld tool that can classify cables in real-time and stop the pressing before unnecessary energy is lost. READ MORE

  5. 9. An Analysis of Data Cleaning Tools : A comparative analysis of the performance and effectiveness of data cleaning tools

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Filip Stenegren; [2023]
    Keywords : Data Cleansing; Data Cleaning; Python; Excel; Regular-Expression; Datarensning; Datatvätt; Python; Excel; Regular-Expression;

    Abstract : I en värld full av data är felaktiga eller inkonsekventa data oundvikliga, och datarensning, en process som rensar sådana skillnader, blir avgörande. Syftet med studien är att besvara frågan om vilka kriterier datarengöringsverktyg kan jämföras och utvärderas med. READ MORE

  6. 10. Particle-Oriented Bounding Box Skeletal Animation in real-time applications

    University essay from Blekinge Tekniska Högskola

    Author : Simon Strand; Karlos Napa Häger; [2023]
    Keywords : Skeletal Animation; Particle; Velocity; Collision;

    Abstract : Background. Skeletal animation is a technique used for displaying animated movement that uses bones in a hierarchy to get a structure; these bones are transformed based on their parent bones. Vertices in a mesh are connected to one or more bones with a weight, and the vertices will move based on the bone transformation, creating an animation. READ MORE