Essays about: "Optimized code"

Showing result 1 - 5 of 83 essays containing the words Optimized code.

  1. 1. Analysis and optimization of an implementation of hierarchical Tucker tensors

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Daniel Wallgren; [2023]
    Keywords : ;

    Abstract : The hierarchical Tucker tensor format is a format for approximated tensors which has been decomposed into smaller parts. This structure can be useful in high-dimensional computer simulations. One implementation of this structure is in a library called htlib. READ MORE

  3. 2. Performance Optimization of Ice Sheet Simulation Models : Examining ways to speed up simulations, enabling for upscaling with more data

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Fredrika Brink; [2023]
    Keywords : performance optimization; Python libraries; ice sheet simulations; Numba; Joblib; upscaling; parallelization;

    Abstract : This study aims to examine how simulation models can be performance optimized in Python. Optimized in the sense of executing faster and enabling upscaling with more data. To meet this aim, two models simulating the Greenland ice sheet are studied. The simulation of ice sheets is an important part of glaciology and climate change research. READ MORE

  4. 3. ChatGPT: A gateway to AI generated unit testing

    University essay from Jönköping University/Tekniska Högskolan

    Author : Daniel Fiallos Karlsson; Philip Abraham; [2023]
    Keywords : ChatGPT; OpenAI; AI; Unit testing; Software development; C#; TypeScript;

    Abstract : This paper studies how the newly released AI ChatGPT can be used to reduce the time and effort software developers spend on writing unit tests, more specifically if ChatGPT can generate quality unit tests. Another aspect of the study is how the prompting of ChatGPT can be optimized for generating unit tests, by creating a prompt framework. READ MORE

  5. 4. Exploring Ethernet Switching Architectures for Area-Efficient Low-End Switches

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

    Author : Jon Swedberg; Felix Ghosh; [2023]
    Keywords : Ethernet Switch; Architecture; Silicon Area; Area Optimization; ASIC; FPGA; Technology and Engineering;

    Abstract : The aim of this thesis project has been to develop an architecture for L2 ethernet switches that would be optimized for silicon area, targeting smaller low-end switches. A selection was made of three different switching architectures, which were compared and analyzed to explore the benefits and drawbacks of different approaches. READ MORE

  6. 5. Faster Reading with DuckDB and Arrow Flight on Hopsworks : Benchmark and Performance Evaluation of Offline Feature Stores

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

    Author : Ayushman Khazanchi; [2023]
    Keywords : Machine Learning; Feature Store; Distributed Systems; MLOps;

    Abstract : Over the last few years, Machine Learning has become a huge field with “Big Tech” companies sharing their experiences building machine learning infrastructure. Feature Stores, used as centralized data repositories for machine learning features, are seen as a central component to operational and scalable machine learning. READ MORE