Priyanka Kumar

Postdoctoral Research Fellow | Computer Science

University of Texas at San Antonio

Office:
NPB 2.208

Email:
priyanka.kumar@utsa.edu

Curriculum Vitae

Dr. Priyanka Kumar is currently a Postdoctoral Research Fellow in the Department of Computer Science at the University of Texas at San Antonio. She received her Ph.D. from the Indian Institute of Technology Hyderabad (IIT Hyderabad). She has many distinguished academic records to her credit including a Gold Medal in M. Tech in Computer Science and a Gold Medal in M.Sc. Electronics. She was awarded as the “Most Promising PhD Researcher” in ICDCN 2013, TIFR, Mumbai, India. She was awarded a “TCS scholarship” from TCS under the “Research Scholar Program” for the 9th Cycle and 6th Cycle, High Valued PhD Fellowship Award at IIT Hyderabad and IIT Patna. She was awarded as a ‘Young Woman in Engineering’ in Computer Science and Engineering at the 4th Venus International Women Awards - VIWA 2019. She has been awarded the “Certificate of Appreciation – Amrita Innovation & Research Awards (AIRA) 2021” for her publications. She has been granted innovation patents and published many papers in conferences and journals. She has guided several graduate and Undergraduate students. She has successfully carried out industry projects and academia. She serves as a technical committee member and session chair for several reputed conferences in India.

Research Interests

  1. AI and Data Science
  2. ML for Big Data
  3. Blockchain technology in Supply chains
  4. Parallel and Distributed Computing
  5. Software Transactional Memory Systems

Work Experience

  • Assistant Professor, Amrita Vishwa Vidyapeetham, Coimbatore, India, July 2016 - Jan 2023

Education

  • PhD in Computer Science and Engineering, IIT Hyderabad, India, 2016
  • M.Tech. in Database Systems (Gold Medalist- University First Rank), SRM University, Chennai, India, 2010
  • M.Sc. Electronics (Gold Medalist-University First Rank), Babasaheb Bhimrao Ambedkar Bihar University, India, 2007
  • MCA, IGNOU, India, 2008
  • B.Sc. Electronics (First Class First Rank), L.S. College, Babasaheb Bhimrao Ambedkar Bihar University, India, 2005

Publications

Patent
  • Raj, Kiran S, Kumar, Priyanka. “An Ensemble Learning-Based System and Method for Anomaly Detection in Video Films”. Australian Innovation Patent, Patent number: 2021105813, term of Patent - Eight years from 18 August 2021 (Accepted and Online available). http://pericles.ipaustralia.gov.au/ols/auspat/quickSearch.do?queryString=2021105813&resultsPerPage=
  • Kumar, Priyanka, A, Dhanush G, Aakash, Nithin, D., Srivatsa, Raj, Kiran S. “A Method for Land Registry by Utilizing an Ethereum Platform”. Australian Innovation Patent, Patent Number: 2021104504. Term of Patent - Eight years from March 2022 (Accepted and Online available). http://pericles.ipaustralia.gov.au/ols/auspat/quickSearch.do?queryString=2021104504&resultsPerPage=
  • Raj, Kiran S, Kumar, Priyanka. “A Water Accessibility Prediction Modeling Method Based on Machine Learning”. Australian Innovation Patent, Patent Number: 2021104505. Term of Patent - Eight years from 31st March 2022 (Accepted and Online available). http://pericles.ipaustralia.gov.au/ols/auspat/quickSearch.do
Conference/Journal Publications
  • Ayade, Shreyas Sanjay, R, Ramya G, Kumar, Priyanka. "Exploring Potential Audio Features for Respiratory Disorder Detection with COVID-19”. ICCCNT 2023, IIT Delhi, India. https://doi.org/10.1109/ICCCNT56998.2023.10307801 https://ieeexplore.ieee.org/document/10307801
  • K, Ashwanth, L, K , Dharun Narayanan, D, Dev Divyendh, S, Sreehari Krishna, Sundar, Vijaya Kumar, and Kumar, Priyanka. "Inference at the Edge for Complex Deep Learning Applications with Multiple Models and Accelerators”. ICCCNT 2023, IIT Delhi, India. https://doi.org/10.1109/ICCCNT56998.2023.10306363 https://ieeexplore.ieee.org/document/10306363
  • Resmi S, Tripty Singh, Rimjhim Singh and Priyanka Kumar. "Skull Stripping in Magnetic Resonance Imaging of Brain Using Semantic Segmentation”. ICCCNT 2023, IIT Delhi, India. https://doi.org/10.1109/ICCCNT56998.2023.10306795 https://ieeexplore.ieee.org/document/10306795
  • T Sai Vasista, Rimjhim Padam Singh, Priyanka Kumar. “Advancing Healthcare: Unleashing the Potential of Cryptography, Blockchain, and Machine Learning”. ICCCNT 2023, IIT Delhi, India. https://doi.org/10.1109/ICCCNT56998.2023.10306525 https://ieeexplore.ieee.org/document/10306525
  • S.R Raswanth, Darshan M, Priyanka Kumar and Gautam Srivastava. “Secure Automated Inventory Management system using Abstracted System Design Microservice Architecture”. ICCCNT 2023, IIT Delhi, India. https://doi.org/10.1109/ICCCNT56998.2023.10306924 https://ieeexplore.ieee.org/abstract/document/10306924
  • S.R Raswanth, Darshan M, Priyanka Kumar and Gautam Srivastava. "Blockchain-based framework for lending Digital Assets: Non-Fungible Tokens (NFTs) based Implementation”. IEEE IAS Global Conference on Emerging Technologies (GlobConET), May 19-23, Loughborough University, London, UK, 2023. https://ieeexplore.ieee.org/document/10150013
  • Akshay Hari and Priyanka Kumar. “WSD-based Ontology Learning from Unstructured Text using Transformer”. ICMLDE, 2022 (International Conference on Machine Learning and Data Engineering), 07-08 September 2022, UPES, Dehradun, India. https://www.sciencedirect.com/science/article/pii/S1877050923000194
  • S.R Raswanth, Darshan M and Priyanka Kumar. "Data Analysis of Non-Fungible Tokens (NFTs) Pricing using Brokerage Firm data”, GlobConPT 2022, India. https://ieeexplore.ieee.org/document/9938298
  • V S Akella, C Vijayendra Sai, Kakarla Ajay Kumar Reddy, Priyanka Kumar. “A hybrid architecture for Action Recognition in Videos using Deep Learning”. 3rd International Conference on Data Science and Applications (ICDSA 2022), Jadavpur University, Kolkata, India, March 26-27, 2022. https://link.springer.com/chapter/10.1007/978-981-19-6634-7_23
  • Priyanka, K., Skandan, S., Shakthi Saravanan, S., Chandramohanan, R., Darshan, M., Raswanth, S.R. (2023). “Unique and Secure Account Management System Using CNN and Blockchain Technology”, Industry Symposium of ICDCIT 2022, Mobile Application Development: Practice and Experience. Studies in Systems, Decision, and Control, vol 452. Springer, Singapore. https://doi.org/10.1007/978-981-19-6893-8_11 https://link.springer.com/chapter/10.1007/978-981-19-6893-8_11
  • Akshay Hari and Priyanka Kumar. “Automated Relational Triple Extraction from Unstructured Text using Transformer”. 3rd International Conference on Electrical and Electronics Engineering (ICEEE 2022). https://link.springer.com/book/9789811916762
  • Darshan M, Sundeep V, V S Akella, S.R Raswanth and Priyanka Kumar. “A Smart IoT based Agro-Management system using Distributed Ledger and Circular Supply Chain Methodology”. 3rd International Conference on Electrical and Electronics Engineering (ICEEE 2022). https://link.springer.com/book/9789811916762
  • Darshan M, S R Rashwanth, Skandan S, Ranjit Chandramohanan, Shakthi Saravanan S and Priyanka Kumar. “A Secured BlockChain based facial recognition system for two-factor authentication process”. 3rd International Conference on Electrical and Electronics Engineering (ICEEE 2022). https://link.springer.com/book/9789811917417
  • Gill Varghese Sajan and Priyanka Kumar. “To Predict and Analyze Rail Transit delay using Neural Network”. ICCCA 2021, December 17-19, 2021 at Galgotias University Greater Noida (NCR New Delhi), India. https://ieeexplore.ieee.org/document/9666403/
  • Kiran S Raj and Priyanka Kumar. “AI Based Segmented Anomaly Detection”. ICCCNT 2021, 6th- 8th July, IIT Kharagpur, India. https://ieeexplore.ieee.org/document/9579828
  • Kiran S Raj and Priyanka Kumar. “Automated Human Emotion Recognition and Analysis using Machine Learning”, ICCCNT 2021, 6th- 8th July, IIT Kharagpur, India. https://ieeexplore.ieee.org/document/9579751
  • Gudimella Sai Vennela and Priyanka Kumar. “Unsupervised Domain Adaptation for the Restoration-Classification network by Discrepancy Minimization”. ICCCNT 2021, 6th- 8th July, IIT Kharagpur, India. https://ieeexplore.ieee.org/document/9580013
  • Kiran S Raj and Priyanka Kumar. “To Analyse the impact of water scarcity in developing countries using Machine Learning”. 9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021), June 25 – 26, 2021. "https://www.nitmz.ac.in/"Mizoram, India.
  • Sundeep V V S Akella, S.R Raswanth, Darshan M and Priyanka Kumar. “A Secured Distributed Ledger Based Fundraising Framework Using Smart Contract”. GUCON 2021, India. https://ieeexplore.ieee.org/document/9573916
  • Gill Varghese Sajan and Priyanka Kumar. “Forecasting and Analysis of Train Delays and Impact of Weather Data using Machine Learning”, ICCCNT 2021, 6th- 8th July, IIT Kharagpur, India. https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9580176
  • Dhanush G A, Divya Rathi, Harini G, V Krishna Teja and Priyanka Kumar. “Develop a Scalable and Serverless Client-based Application using Agile methodology”. ICCET 2021, 10th-11th April, Chennai, India. https://turcomat.org/index.php/turkbilmat/article/view/6763
  • Dhanush G A, Divya Rathi, Harini G, V Krishna Teja and Priyanka Kumar. “Develop a Scalable and Serverless Client-based Application using Agile methodology”. Turkish Journal of Computer and Mathematics Education (TURC​OMAT), 2021 (JOURNAL). https://turcomat.org/index.php/turkbilmat/article/view/6763
  • Kiran S Raj and Priyanka Kumar. “Real-time Statistics and Visualization of the Impact of COVID-19 in India with Future Prediction using Deep Learning”. 10th International Conference on Soft Computing for Problem Solving – SocProS 2020, December 18-20, 2020 at IIT Indore, India. https://link.springer.com/chapter/10.1007/978-981-16-2712-5_56
  • Nikish Kumar, Saiharsha B, Sanajy Tharagesh and Priyanka Kumar. “An Autonomous Food Wastage Control Warehouse: Distributed Ledger and Machine learning based approach”. ICCCNT 2020, IIT Kharagpur, India, 1st- 3rd July, 2020. DOI: 10.1109/ICCCNT49239.2020.9225525. https://ieeexplore.ieee.org/document/9225525
  • Dhanush G A, Kiran S Raj and Priyanka Kumar. “Blockchain Aided Predictive Time Series Analysis in Supply Chain System”. International Conference on Electrical and Electronics Engineering, The University of Malaya, Kuala Lumpur, Malaysia, January 2-3, ICEEE 2021. https://link.springer.com/chapter/10.1007/978-981-16-0749-3_70
  • Srivatsa D, Nithin Aakash, S Sahishnu and Priyanka Kumar. “A Product Authentication Scheme for Supply Chain system using Smart Contract and Facial Recognition”. International E-Conference on Data Analytics, Intelligent Systems, and Information Security (ICDIIS’ 20), December 11-12, 2020, IOP-Institute of Physics-Journal of Physics Conference Series with Vol. No. 1767 URL: https://iopscience.iop.org/issue/1742-6596/1767/1
  • Gudimella Sai Vennela and Priyanka Kumar. “Covid-19 Pandemic Spread as Growth Factor using Forecasting and SIR Models”. International E-Conference on Data Analytics, Intelligent Systems, and Information Security (ICDIIS’ 20), December 11-12, 2020. Journal of Physics Conference Series with Vol. No. 1767 and URL: https://iopscience.iop.org/issue/1742-6596/1767/1
  • Juhi Shree, Dhanush G A, Anala Sravani, Anand Haridas and Priyanka Kumar. “To Design Smart and Secure Purchasing System integrated with ERP using Blockchain technology”. ICCCA 2020, 5th IEEE International Conference on Computing, Communication and Automation is being jointly organized by Aurel Vlaicu University of Arad, Romania & Galgotias University, India on October 30-31, 2020 at Galgotias University Greater Noida (NCR New Delhi) India. DOI: 10.1109/ICCCA49541.2020.9250767. https://ieeexplore.ieee.org/document/9250767
  • Kiran S raj and Priyanka Kumar. “To predict the Social impact of COVID-19 in India using Deep Learning”. published at 17th ICDCIT 2021. International Conference on Distributed Computing and Internet Technology, 7th Jan - 10th Jan 2021, Bhubaneswar, Odisha, India. https://www.springerprofessional.de/en/application-to-predict-the-impact-of-covid-19-in-india-using-dee/18988520
  • Priyanka Kumar and Maharshi Shah. “To build Scalable and Portable Blockchain Application using Docker”, at SoCTA 2019, 27th Dec-29th Dec 2019, NIT Patna and published in International Journal of Computer Networks & Communications (IJCNC)(ISSN: 0975 - 2293). https://link.springer.com/chapter/10.1007/978-981-15-4032-5_56
  • Priyanka Kumar, Dhanush G A, Srivatsa D, Nithin Aakash and Sahishnu S. “An Efficient and Novel Buyer and Seller’s Distributed Ledger based protocol using smart contracts”. ICDCIT 2020 and published by Springer in the series of Lecture Notes in Computer Science, 9th- 12th Jan 2020, KIIT, Bhubaneswar, Odisha, India, LNCS, volume 11969, pp-349-363. DOI https://doi.org/10.1007/978-3-030-36987-3_23, Online ISBN 978-3-030-36987-3. https://www.springerprofessional.de/en/an-efficient-and-novel-buyer-and-seller-s-distributed-ledger-bas/17533676
  • Maharshi Shah and Priyanka Kumar. “Tamper proof Birth certificate using Blockchain Technology”. ICCET 2019 and published in International Journal of Recent Technology and Engineering (IJRTE), E-ISSN:2277-3878, Volume-7, Issue-5S3, February 2019 (Journal). https://www.ijrte.org/wp-content/uploads/papers/v7i5s3/E11180275S19.pdf
  • Priyanka Kumar, Raghul M. “Location based Parental control – Child Tracking App using Android Mobile Operating System”, ICCCA’18 during 14th-15th December, 2018 at Galgotias University, NCR Delhi, IEEE XPLORE digital library. IEEE XPLORE compliant ISBN # 978-1-5386-6947-1, DOI: 10.1109/CCAA.2018.8777612 https://ieeexplore.ieee.org/abstract/document/8777612
  • Priyanka Kumar, Veerakumar S and Srenithi M. “Improving Late Scheduler and Result Analysis in Heterogeneous Environment”. ICACSET’18 and published in published in International Journal of Pure and Applied Mathematics (IJPAM), Volume 118 No. 18 2018, 2545-2551 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-line version) (Journal). https://acadpubl.eu/jsi/2018-118-18/articles/18c/29.pdf
  • Abirami. K, Dr. N. Harini , P. S. Vaidhyesh, Priyanka Kumar. “Analysis of Web Workload on QoS to Assist Capacity planning”, International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB), pp.573-582. DOI: 10.1007/978-3-030-00665-5 57. https://link.springer.com/chapter/10.1007/978-3-030-00665-5_57
  • Dhanush G A, Srivatsa D, Nithin Akash, Sahishnu and Priyanka Kumar. “A Buyer and Seller’s protocol via utilization of smart contracts using Blockchain Technology”. ICAICR – 2019, pp 464-474, volume CCIS, volume 1075, 17th Sep 2019. https://link.springer.com/chapter/10.1007/978-3-030-36987-3_23
  • Kumar, Priyanka, Peri, Sathya. “Multiversion Conflict Notion for Transactional Memory Systems”. (2015), https://arxiv.org/abs/1509.04048
  • Kumar, Priyanka, Peri, Sathya, K, Vidyasankar. “A TimeStamp based Multi-version STM Algorithm”. 15th International Conference on Distributed Computing and Networking (ICDCN), Coimbatore, India, 4th-7thJanuary 2014, ISBN: 978-3-642-45249-9, DOI: https://doi.org/10.1007/978-3-642-45249-9. https://arxiv.org/abs/1305.6624
  • Kumar, Priyanka, Peri, Sathya. “Multiversion Conflict Notion”. 5th International Workshop on Theory of Transactional Memory (WTTM), Jerusalem, Israel, ACM SIGACT, Volume 45 Issue 3, September 2014 Pages 75-81, ISSN:0163-5700, 14thOctober 2013. https://arxiv.org/abs/1509.04048
Technical Reports
  • Kumar, Priyanka, Peri, Sathya. “Multi-Version Conflict Notion”. CoRR abs/1307.8256, 2013. https://arxiv.org/abs/1509.04048
  • Kumar, Priyanka, Peri, Sathya. “A TimeStamp based Multi-version STM Protocol that satisfies Opacity and Multi-Version Permissiveness”. CoRR abs/1305.6624, 2013 https://arxiv.org/abs/1305.6624
  • Kumar, Priyanka, Peri, Sathya. “Multiversion Conflict Notion for Transactional Memory Systems”. It can be accessed here: http://arxiv.org/abs/1509.04048