AMIT SINGH

About

I am a Research Scholar passionate about building the future of intelligent and programmable networks. My work focuses on Software-Defined Networking (SDN), In-band Network Telemetry (INT), and P4-based data plane programming.

I specialize in designing network architectures where intent-based telemetry adapts to application-specific requirements, reducing overhead and enhancing network visibility. I integrate AI/ML models for real-time flow classification and intelligent telemetry decisions, leveraging tools such as Mininet, BMv2, ONOS, Flask REST APIs, and Google Colab for scalable experimentation.

My recent research explores AI-assisted In-Band Telemetry, Application-Intent Networks, and ML-based Flow Classification, combining programmability with intelligent control for next-generation networking systems.

Alongside my academic journey, I’m an active contributor to community education through the Edugram Foundation, working to bridge the digital divide in rural areas.

Employment

• Motilal Nehru National Institute of Technology Contractual Faculty
  2019 - 2021
• Adonta Mobility Solution Pvt. Ltd. Operation Associate
  2013 - 2015

Education

• Motilal Nehru National Institute of Technology Allahabad Ph.D
  2021 - Present
• Madan Mohan Malaviya University of Technology MASTER OF TECHNOLOGY
  2015 - 2017
• Radha Govind Group of Institutions Bachelor of Technology
  2009 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• Prediction of coupled hygrothermal performance in bamboo fiber–jaggery reinforced lime mortars
  P. Maheswar Reddy, B. Srinivasarao Naik, Ankit Srivastava

  +6 more

  • Neeraj Kumar Vidhyarthi
  • M Amareswara Reddy
  • Jangiti Ravi Yadav
  • Neha Jhakra
  • Amrita Ratnani
  • +1 more
  Journal of Materials Science: Materials in Engineering 2026 DOI: 10.1186/s40712-026-00504-y
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• AI-INT: An AI-Driven Telemetry Framework for Programmable Networks
  Amit Kumar Singh, Mayank Pandey
  2026 DOI: 10.1007/978-3-032-16632-6_20
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• In-band Network Telemetry with Programmable Data Plane Research Review: Challenges and Future Directions
  Amit Kumar Singh
  2023 DOI: 10.22541/au.169735608.81369416/v1
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• An Approach for Replica Creation & Replica Placement using MCDM
  Amit Kumar Singh
  International Journal for Research in Applied Science and Engineering Technology 2018 DOI: 10.22214/ijraset.2018.5211
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• Demonetization: A Step towards Cashless Economy
  Amit Kumar Singh
  International Journal for Research in Applied Science and Engineering Technology 2018 DOI: 10.22214/ijraset.2018.1114
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