I am a Masters student in the department of Computer Science at BITS, Pilani, India.

My recent research interests have revolved around networking and machine learning. Recent works include incremental deployment of class based hybridization models for campus networks and real time monitoring of QoS metrics in Software Defined Networks (SDN). I am also working on lung cancer detection and ear biometrics leveraging CNNs and ResNets.

My work on leveraging WebRTC for P2P content distribution in web browsers and character recognition in natural scene images have been accepted at international conferences. I have been among top 25% at various data science challenges (Kaggle.com) and completed 12 MOOCs on data science and related.

I have played Tabla, drums and octopad and national level competitions.

News

  • Jun 28, 2017: Presenting SDN routing in MPI at HPDC'17, Washington DC, USA
  • May 22, 2017: Presenting on intelligence trade-off in control-data plane in SDN at SP'17, San Jose, CA, USA
  • Apr 03, 2017: Presenting an algorithm on measuring control packets in SDN at SOSR'17, Santa Clara, CA, USA
  • Sep 22, 2016: Presenting a WebRTC + Chord Framework at ICACNI'16, NIT, Rourkela, IN.
  • Mar 23, 2016: Presenting a new P2P Framework using WebRTC at AINA'16, Switzerland.
  • Dec 23, 2014: Presenting at Winter School on Character Recognition at IIITD, N.Delhi.
  • Aug 01, 2012: KVPY Fellowship awarded by DST, Govt. of India.
  • Oct 21, 2011: Presenting on Carbon Sequestration at CBSE National Level Science Exhibition.

Education

Research Experience

Publications

  1. Sandhya, Yash Sinha, K. Haribabu A survey: Hybrid SDN
    In Journal of Network and Computer Applications, vol. 100, no. Supplement C, pp. 35 – 55, 2017.
    Paper | | BibTeX
  2. Yash Sinha, Shikhar Vashishth, K. Haribabu Estimation of raw packets in SDN
    Proceedings of the EAI International Conference on Ubiquitous Communications and Network Computing (UBICNET), Bengaluru, 2017
  3. Yash Sinha, Shikhar Vashishth, K. Haribabu Real Time Monitoring of Packet Loss in Software Defined Networks
    Proceedings of the EAI International Conference on Ubiquitous Communications and Network Computing (UBICNET), Bengaluru, 2017
  4. Siddharth Bhatia, Yash Sinha, G S S Chalapati, Rajiv Kumar MPI aware routing in SDN
    In Proceedings of the 26th International Symposium on High-performance Parallel and Distributed Computing (HPDC'17), Washington DC, USA
    Paper | | Poster | BibTeX
  5. Yash Sinha, Siddharth Bhatia Control-data plane intelligence trade-off in SDN
    In 2017 IEEE Symposium on Security and Privacy (SP'17), San Jose, CA, USA
    Paper | | Poster | BibTeX
  6. Yash Sinha, Siddharth Bhatia, G S S Chalapati, Virendra S Shekhawat MPLS based Hybridisation in SDN
    In 2017 Fourth International Conference on Software Defined Systems (SDS'17), Valencia, Spain
    Paper | | BibTeX
  7. Yash Sinha, Shikhar Vashishth, K. Haribabu Meticulous Measurement of Control Packets in SDN
    In Proceedings of the Symposium on SDN Research (SOSR '17), Santa Clara, CA, USA
    Paper | | Poster | BibTeX
  8. Shikhar Vashishth, Yash Sinha, K. Haribabu A Browser-based Distributed Framework for Content Sharing and Student Collaboration
    In: Sa, P.K., Sahoo, M.N., Murugappan, M., Wu, Y., Majhi, B. (eds) Progress in Intelligent Computing Techniques: Theory, Practice, and Applications (Vol. 2), vol 519. Springer Singapore
    Proceedings of the 4th International Conference on Advanced Computing, Networking, and Informatics (ICACNI'16), NIT, Rourkela, India.
    Paper | Slides | | Code | BibTeX
  9. Shikhar Vashishth, Yash Sinha, K. Haribabu Addressing Challenges in Browser Based P2P Content Sharing Framework Using WebRTC
    In 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA'16), Crans-Montana, Switzerland.
    Paper | Slides | | Code | BibTeX
  10. Yash Sinha, Prateek Jain, Nirant Kasliwal Comparative Study of Preprocessing and Classification Methods in Character Recognition of Natural Scene Images
    In: Singh R., Vatsa M., Majumdar A., Kumar A. (eds) Machine Intelligence and Signal Processing. Advances in Intelligent Systems and Computing, vol 390. Springer, New Delhi
    Int'l Workshop on Machine Intelligence and Signal Processing (MISP'14), IIITD, New Delhi, India
    Paper | Slides | | Poster | Code | BibTeX

Honors and Awards

Key Projects

Extra-curricular