Essays about: "workflow graph"

Showing result 1 - 5 of 10 essays containing the words workflow graph.

  1. 1. Intersecting Graph Representation Learning and Cell Profiling : A Novel Approach to Analyzing Complex Biomedical Data

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Nima Chamyani; [2023]
    Keywords : Graph representation learning; Cell profiling; Biological systems; Network medicine; Graphs; Machine learning techniques; Graph neural networks GNNs ; Protein-Compound-Pathway interactions; Biomarkers; Drug discovery;

    Abstract : In recent biomedical research, graph representation learning and cell profiling techniques have emerged as transformative tools for analyzing high-dimensional biological data. The integration of these methods, as investigated in this study, has facilitated an enhanced understanding of complex biological systems, consequently improving drug discovery. READ MORE

  3. 2. Estimating the end-to-end runtime with a dynamically built graph with exponentially moving average on serverless applications

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Jagiello Jakub; [2021]
    Keywords : ;

    Abstract : Function-as-a-Service (FaaS) is a technology for developing serverless applications scaled and managed entirely by the Cloud provider. Applications are composed of functions that are connected in a graph-like fashion to solve complex problems. READ MORE

  4. 3. Graph neural networks for prediction of formation energies of crystals

    University essay from Linköpings universitet/Institutionen för fysik, kemi och biologi

    Author : Filip Ekström; [2020]
    Keywords : Machine learning; graph neural networks; formation energies; crystal; transfer learning; phase diagram; Maskininlärning; graf-neuronnät; formationsenergier; kristall; transfer learning; fasdiagram;

    Abstract : Predicting formation energies of crystals is a common but computationally expensive task. In this work, it is therefore investigated how a neural network can be used as a tool for predicting formation energies with less computational cost compared to conventional methods. READ MORE

  5. 4. Scheduling workflows to optimize for execution time

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Mathias Peters; [2018]
    Keywords : Hadoop; Hive; big data; workflows; scheduling; parallelization; automatic dependency identification; dependency graph; SQL; HiveQL;

    Abstract : Many functions in today’s society are immensely dependent on data. Data drives everything from business decisions to self-driving cars to intelligent home assistants like Amazon Echo and Google Home. To make good decisions based on data, of which exabytes are generated every day, somehow that data has to be processed. READ MORE

  6. 5. Streamlining Data Journalism: Interactive Analysis in a Graph Visualization Environment

    University essay from Malmö universitet/Fakulteten för kultur och samhälle (KS)

    Author : Sebastian Wictorin; [2018]
    Keywords : Interaction Design; Data Visualization; Data Journalism; Data; Graph Visualization; Graphs;

    Abstract : This thesis explores the topic of how one can streamline a data journalists analytical workflow in a graph visualization environment. Interactive graph visualizations have been used recently by data journalists to investigate the biggest leaks of data in history. READ MORE