Essays about: "developing patterns"

Showing result 1 - 5 of 297 essays containing the words developing patterns.

  1. 1. Integration of Service-Oriented Embedded Systems with External Systems in Software Product Lines

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Nils Johansson; [2024]
    Keywords : software architecture; software product lines; integration of systems;

    Abstract : Developing software for complicated systems is often done by collaboration and consists of deliverables by a multitude of organisations. The deliverables can range from smaller devices and commercial-off-the-shelf software components, to larger systems. READ MORE

  3. 2. On Systematically Exploring the State Space for Events with SFCs

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

    Author : Younis Akel; Gianmarco Iachella; [2023-08-07]
    Keywords : Autonomous driving systems; scenario-based testing; space-filling curve SFC ; characteristic stripe patterns CSP ; permutations; state-space; areas of interest AOI ;

    Abstract : In the process of developing autonomous driving systems (AD systems), ensuring safety remains a constant and continuous priority. Scenario-based testing is a popular approach to guarantee the safety of AD systems, which however meets challenges in terms of diversity and efficiency of generation, as well as evaluating existing test case datasets in terms of their coverage of the different variations of a particular maneuver. READ MORE

  4. 3. Comparing the Locality Preservation of Z-order Curves and Hilbert Curves

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

    Author : Alex Nordin; Adam Telles; [2023-08-03]
    Keywords : space-filling curve; software engineering; software testing;

    Abstract : Developing and testing software in the automotive industry and in the research of autonomous vehicles requires the costly querying of multidimensional data recorded from such a vehicle’s various sensors. Through encoding such data using space filling curves, faster queries could be achieved by reducing multiple dimensions into a singular dimension, while exploiting the patterns that emerge in the one-dimensional representation to still get accurate search results. READ MORE

  5. 4. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

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

    Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
    Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

    Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

  6. 5. The State of Stateful Serverless Systems

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

    Author : Ashmitha Ambastha; [2023]
    Keywords : Stateful Serverless Systems; Azure Durable Functions; Apache Flink StateFun; Kalix; Cloudburst; Function-as-a-Service; Serverlösa system utan tillstånd; Azure Durable Functions; Apache Flink StateFun; Kalix; Cloudburst; funktion som tjänst;

    Abstract : Serverless computing and Function-as-a-service are popular paradigms that simplify application development by abstracting the development layer from the underlying infrastructure components. These systems work in a pay-as-you-go model and provide an efficient environment for developers to focus entirely on developing their business logic. READ MORE