Essays about: "complex domain"

Showing result 16 - 20 of 304 essays containing the words complex domain.

  1. 16. Finding Causal Relationships Among Metrics In A Cloud-Native Environment

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

    Author : Suresh Rishi Nandan; [2023]
    Keywords : Causality; Causal Discovery; Bayesian Network; Conditional Independence; Partial Correlation; Ensemble Causal Discovery; Anomaly Detection; Causal Graphs; Causality; Causal Discovery; Bayesian Network; Conditional Indeberoende; partiell korrelation; Ensemble Causal Discovery; Anomali Detektion; kausala grafer;

    Abstract : Automatic Root Cause Analysis (RCA) systems aim to streamline the process of identifying the underlying cause of software failures in complex cloud-native environments. These systems employ graph-like structures to represent causal relationships between different components of a software application. READ MORE

  3. 17. The industry adoption of innovative safety-analysis approaches for autonomous vehicles : A case study exploring the industry adoption of model-based safety analysis

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Sam Khogasteh; [2023]
    Keywords : ;

    Abstract : In recent years, autonomous vehicles have been gaining traction as a technology that can revolutionize society and save approximately $800 billion per year in the U.S. alone. However, due to their complex and dynamic behavior, ensuring the safety of these vehicles has proven to be a challenge for traditional safety analysis methods. READ MORE

  4. 18. Generation of a new ADAPT library for stability improvement

    University essay from KTH/Proteinvetenskap

    Author : Sumant Yogesh Salphale; [2023]
    Keywords : Phage display; CEACAM5; EpCAM; Trop2; ADAPT; ABD; protein engineering; cancer detection; Fag-display; CEACAM5; EpCAM; Trop2; ADAPT; ABD; proteinteknik; cancerdetektion;

    Abstract : Under senare år har målinriktad terapi varit ett växande område inom cancerterapi som en mer målinriktad behandling än kemoterapi. Dessa behandlingar baseras främst på antikroppsbaserade läkemedel som är ganska stora och komplexa, vilket ökar den totala kostnaden för behandlingen. READ MORE

  5. 19. EVALUATING PERFORMANCE OF GENERATIVE MODELS FOR TIME SERIES SYNTHESIS

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Muhammad Junaid Haris; [2023]
    Keywords : GAN; Generative Adversarial Network; VQ-VAE; Vector Quantized Variational AutoEncoder; AutoEncoder; VAE; Time Series; Synthesizing; Data Synthesis;

    Abstract : Motivated by successes in the image generation domain, this thesis presents a novel Hybrid VQ-VAE (H-VQ-VAE) approach for generating realistic synthetic time series data with categorical features. The primary motivation behind this work is to address the limitations of existing generative models in accurately capturing the underlying structure and patterns of time series data, especially when dealing with categorical features. READ MORE

  6. 20. 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