Essays about: "benchmark experiment"

Showing result 1 - 5 of 77 essays containing the words benchmark experiment.

  1. 1. Analyzing the performance of active learning strategies on machine learning problems

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Vendela Werner; [2023]
    Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

    Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

  3. 2. On The Impact Of Distinct Metrics For Fault Localization In Automated Program Repair

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Marek Marcin Mazur; [2023]
    Keywords : automated program repair; fault localization; metrics for fault localization;

    Abstract : Automatic Program Repair (APR) is a dynamically growing field of computer science that aims to reduce the time and cost of debugging code and improve its efficiency. Fault localization (FL) is a critical component of the APR workflow and has a real impact on the success of an APR procedure. READ MORE

  4. 3. EDPM : An extension of EDPM - an embedded domain-specific language for performance monitoring C and C++ programs

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : David Bosnjak; [2023]
    Keywords : EDPM; Dynamic Nesting; PAPI; LLVM; Libtooling; EDPM; Dynamisk Nestning; PAPI; LLVM; Libtooling;

    Abstract : Background. Performance monitoring of C/C++ programs has often been a tedious and straining process, where insufficient and complex tools/APIs are required. Performance monitoring tools and APIs tend to focus on ease of use or flexibility, but rarely both. READ MORE

  5. 4. Performance Evaluation of Kotlin Multiplatform Mobile and Native iOS Development in Swift

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

    Author : Anna Skantz; [2023]
    Keywords : Kotlin Multiplatform Mobile; Cross-platform; Native; iOS; Kotlin; Swift; Performance Evaluation; Benchmarking; Mobile; Garbage Collection; Kotlin Multiplatform Mobile; Plattformsoberoende; Native; iOS; Kotlin; Swift; Prestandautvärdering; Benchmarking; Mobil; Garbage Collection;

    Abstract : Today's mobile development resides in the two main operating systems Android and iOS. It is popular to develop mobile applications individually for each respective platform, referred to as native development. To reduce additional costs, cross-platform solutions have emerged that enable shared development for both platforms. READ MORE

  6. 5. Trustworthy SDN Control Plane for Prioritized Path Recovery

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

    Author : Jacopo Barcellesi; [2022]
    Keywords : Software Defined Networking SDN ; Path Recovery; End-hosts Connectivity; Connectivity Prioritization; Programming Protocol-independent Packet Processors P4 ; Phasor Measurement Unit PMU s;

    Abstract : Software Defined Networking (SDN) has gained popularity and attractiveness in the past years’ thanks to its dynamic and programmable nature. The possibility to decouple the data plane and control plane allows for the implementation of Internet networks in an innovative way. READ MORE