Search Results - "Subramanya, Tejas"

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    Machine learning-driven service function chain placement and scaling in MEC-enabled 5G networks by Subramanya, Tejas, Harutyunyan, Davit, Riggio, Roberto

    “…5G mobile network technology promises to deliver unprecedented ultra-low latency and high data rates, paving the way for many novel applications and services…”
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    Journal Article
  3. 3

    Centralized and Federated Learning for Predictive VNF Autoscaling in Multi-Domain 5G Networks and Beyond by Subramanya, Tejas, Riggio, Roberto

    “…Network Function Virtualization (NFV) and Multi-access Edge Computing (MEC) are two technologies expected to play a vital role in 5G and beyond networks…”
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    Journal Article
  4. 4

    Zero Touch Management: A Survey of Network Automation Solutions for 5G and 6G Networks by Coronado, Estefania, Behravesh, Rasoul, Subramanya, Tejas, Fernandez-Fernandez, Adriana, Siddiqui, Muhammad Shuaib, Costa-Perez, Xavier, Riggio, Roberto

    Published in IEEE Communications surveys and tutorials (01-01-2022)
    “…Mobile networks are facing an unprecedented demand for high-speed connectivity originating from novel mobile applications and services and, in general, from…”
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    Journal Article
  5. 5

    ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN systems by Apostolakis, Nikolaos, Gramaglia, Marco, Chatzieleftheriou, Livia Elena, Subramanya, Tejas, Banchs, Albert, Sanneck, Henning

    “…Next-generation mobile networks will rely on their autonomous operation. Virtual Network Functions empowered by Artificial Intelligence (AI) and Machine…”
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    Journal Article
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    LightMANO: Converging NFV and SDN at the edges of the network by Riggio, Roberto, Khan, Shah Nawaz, Subramanya, Tejas, Yahia, Imen Grida Ben, Lopez, Diego

    “…Network Function Virtualization (NFV) has raised tremendous attention in the academic and industrial commu­nities alike. The former have been attracted by the…”
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    Conference Proceeding
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    Machine Learning-Driven Scaling and Placement of Virtual Network Functions at the Network Edges by Subramanya, Tejas, Riggio, Roberto

    “…Network Function Virtualization is a promising technology that proposes to decouple the network functions from their underlying hardware and transform them…”
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    Conference Proceeding
  8. 8

    Blockchain-based Infrastructure Sharing in 5G Small Cell Networks by Mafakheri, Babak, Subramanya, Tejas, Goratti, Leonardo, Riggio, Roberto

    “…Recently, the interest in using Blockchain as a secure and distributed ledger has increased dramatically. Although the main purpose of Blockchain by means of…”
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    Conference Proceeding
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    AI-driven Zero-touch Operations, Security and Trust in Multi-operator 5G Networks: a Conceptual Architecture by Carrozzo, Gino, Siddiqui, M. Shuaib, Betzler, August, Bonnet, Jose, Perez, Gregorio Martinez, Ramos, Aurora, Subramanya, Tejas

    “…The 5G network solutions currently standardised and deployed do not yet enable the full potential of pervasive networking and computing envisioned in 5G…”
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    Conference Proceeding
  10. 10

    Intent-based mobile backhauling for 5G networks by Subramanya, Tejas, Riggio, Roberto, Rasheed, Tinku

    “…Intent-based networking is a major component that will transform the manner in which the SDN/NFV-enabled future network infrastructures are operated. In…”
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    Conference Proceeding
  11. 11

    lightMEC: A Vendor-Agnostic Platform for Multi-access Edge Computing by Subramanya, Tejas, Baggio, Giovanni, Riggio, Roberto

    “…Multi-access Edge Computing promises to improve mobile users experience by bringing storage and processing capabilities to the edges of the network. This…”
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    Conference Proceeding
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    A practical architecture for mobile edge computing by Subramanya, Tejas, Goratti, Leonardo, Khan, Shah Nawaz, Kafetzakis, Emmanouil, Giannoulakis, Ioannis, Riggio, Roberto

    “…Recently, mobile broadband networks are focused on bringing additional capabilities to the network edge. For instance, Mobile Edge Computing (MEC) brings…”
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    Conference Proceeding
  13. 13

    SDEC: A platform for software defined mobile edge computing research and experimentation by Subramanya, Tejas, Goratti, Leonardo, Khan, Shah Nawaz, Kafetzakis, Emmanouil, Giannoulakis, Ioannis, Riggio, Roberto

    “…In recent times, mobile broadband networks are focused on bringing different capabilities to the edge of the mobile network. Mobile Edge Computing (MEC)…”
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    Conference Proceeding