Essays about: "network topology discovery"

Showing result 1 - 5 of 8 essays containing the words network topology discovery.

  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. Deep learning prediction of Quantmap clusters

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Akshai Parakkal Sreenivasan; [2021]
    Keywords : Deep Learning; Machine Learning; Deep Neural Network; Convolutional Neural Network; Recurrent Neural Network; Drug classification; Drug-biological function;

    Abstract : The hypothesis that similar chemicals exert similar biological activities has been widely adopted in the field of drug discovery and development. Quantitative Structure-Activity Relationship (QSAR) models have been used ubiquitously in drug discovery to understand the function of chemicals in biological systems. READ MORE

  4. 3. Enterprise network topology discovery based on end-to-end metrics : Logical site discovery in enterprise networks based on application level measurements in peer- to-peer systems

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Jonatan Bodvill; [2017]
    Keywords : Computer networks; peer-to-peer; network topologies; graph clustering;

    Abstract : In data intensive applications deployed in enterprise networks, especially applications utilizing peer-to-peer technology, locality is of high importance. Peers should aim to maximize data exchange with other peers where the connectivity is the best. READ MORE

  5. 4. Network Device Discovery

    University essay from KTH/Radio Systems Laboratory (RS Lab)

    Author : Denys Knertser; Victor Tsarinenko; [2013]
    Keywords : NCS; network device discovery; network topology discovery; network management; NCS; nätverksenhetsidentifiering; identifiering av nätverkstopologin; nätverks konfiguration;

    Abstract : Modern heterogeneous networks present a great challenge for network operators and engineers from a management and configuration perspective. The Tail-f Systems’ Network Control System (NCS) is a network management framework that addresses these challenges. READ MORE

  6. 5. Performance Evaluation of MANET using MPLS

    University essay from Blekinge Tekniska Högskola/Sektionen för datavetenskap och kommunikation

    Author : Mirza Hamid Baig; Hassan Shahzad Kiani; [2010]
    Keywords : Keywords: Ad hoc network; MANET; MPLS;

    Abstract : Mobile Ad Hoc Network (MANET) is special kind of wireless network which does not have any fixed structure. They are paired for specific purpose within some concise time period. READ MORE