Essays about: "Data ware"

Showing result 1 - 5 of 33 essays containing the words Data ware.

  1. 1. Low-power Acceleration of Convolutional Neural Networks using Near Memory Computing on a RISC-V SoC

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Kristoffer Westring; Linus Svensson; [2023]
    Keywords : FPGA; ASIC; Near Memory Computing; RISC-V; Convolutional Neural Network; Technology and Engineering;

    Abstract : The recent peak in interest for artificial intelligence, partly fueled by language models such as ChatGPT, is pushing the demand for machine learning and data processing in everyday applications, such as self-driving cars, where low latency is crucial and typically achieved through edge computing. The vast amount of data processing required intensifies the existing performance bottleneck of the data movement. READ MORE

  3. 2. Code smells in machine learning pipelines: an MSR sample study

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Johann Henri Tammen; [2022-12-22]
    Keywords : technical debt; code smells; machine learning; data science;

    Abstract : As technical debt in software engineering projects continues to negatively impact the development process, this study focuses on technical debt in form of code smells in machine learning pipelines and in code written by data scientists. This study contributes to the body of knowledge on technical debt as it tries to quantify the assumption in the literature that scientists without a software engineering background struggle with software engineering’s best practices when writing code. READ MORE

  4. 3. Evaluating the suitability of Gaussian process regression and XGBoost on electricity price forcasting

    University essay from Lunds universitet/Matematisk statistik

    Author : Owen Liu; [2021]
    Keywords : Power Markets; Seasonality; Electricity Spot Price; Gaussian Process Regression; XGBoost; Mathematics and Statistics;

    Abstract : Electricity finds itself different from other fresh-ware commodities, it cannot easily be stored. This characteristic trait of electricity results in traditional pricing methods not working for electricity pricing. Thus different pricing schemes are needed, such as Price Forward Curves (PFC) or pricing against a price level. READ MORE

  5. 4. Integrating Data Distribution Service – DDS – in an existing software architecture : exploring the effects of performance in scaling

    University essay from Linköpings universitet/Fysik, elektroteknik och matematik; Linköpings universitet/Tekniska högskolan

    Author : Andreas Larsson; [2020]
    Keywords : ;

    Abstract : Data Distribution Service (DDS) is a flexible, decentralized, peer-to-peer communication middle-ware. This thesis presents a performance analysis of using DDS in the Toyota Smartness platform that is used inside Toyota’s Autonomous Guided Vehicles (AGVs). READ MORE

  6. 5. Integrating Data Distribution Service in an Existing Software Architecture: Evaluation of the performance with different Quality of Service configurations

    University essay from Linköpings universitet/Fysik, elektroteknik och matematik; Linköpings universitet/Tekniska högskolan

    Author : Kyriakos Domanos; [2020]
    Keywords : DDS; Data Distribution Service; QoS; Quality of Service; AGV; Automated Guided Vehicles; Datavetenskap; Datavetenskap;

    Abstract : The Data Distribution Service (DDS) is a flexible, decentralized, peer-to-peer communication middle-ware. This thesis presents a performance analysis of the DDS usage in the Toyota Smartness platform that is used in Toyota’s Autonomous Guided Vehicles (AGVs). READ MORE