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Publications

Publications

LIST OF PUBLICATIONS

 

I. REFEREED JOURNALS

  • Hussain, Hanan, P. S. Tamizharasan, and Praveen Kumar Yadav. "LCRM: Layer-wise Complexity Reduction Method for CNN Model Optimization on End Devices." IEEE Access (2023).

  • Anagha, C. S., Pranav M. Pawar, and P. S. Tamizharasan. "Cost-effective IoT-based intelligent irrigation system." International Journal of System Assurance Engineering and Management 14.Suppl 1 (2023): 263-274.

  • Hussain, H., Tamizharasan, P. S., & Rahul, C. S. (2022). Design possibilities and challenges of DNN models: a review on the perspective of end devices. Artificial Intelligence Review, 1-59.
  • Gupta, S., Pawar, P. M., & Tamizharasan, P. S. (2022). Intelligent detection of knee injury in MRI exam. International Journal of Information Technology, 1-7.
  • Priya Sethuraman, P. S. Tamizharasan, Kannan Arputharaj. "Fuzzy Genetic Elliptic Curve Diffie Hellman Algorithm for Secured Communication in Networks". Wireless Personal Communications. vol.105, no.3, pp.993-1007,2019.
  • Tamizharasan P S and Ramasubramanian N (2019) “Enhanced Data Parallelism for Irregular Memory Access Optimization on GPU”. Journal of Applied Mathematics and Information Sciences - Natural Sciences. vol.13, no.4, pp. 595-602,2019.
  • Tamizharasan P S and Ramasubramanian N (2018) Analysis of Large Deviations Behavior of Multi-GPU Memory Access in Deep Learning. Journal of Supercomputing - Springer, Vol. 74, Issue. 05, pp. 2199-2212, 2018. 
  • N. Ramasubramanian, Hathiram Banoth and P.S. Tamizharasan, "Evaluation of Cache Memory Parameters with Different Instruction Set Architectures", International Journal of Computational Engineering & Management, Vol. 16 Issue 3, pp. 29-36, 2013.

 

II.  PRESENTATIONS IN INTERNATIONAL CONFERENCES 

  • Hussain, Hanan, and P. S. Tamizharasan. "The Impact of Cascaded Optimizations in CNN Models and End-Device Deployment." Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems. 2022. 

  • Kher, Y., Saxena, A., Tamizharasan, P. S., & Joshi, A. D. (2020). Deep Learning-Based Smart Parking Management System and Business Model. In CVIP (3) (pp. 116-127).

  • Kokate P., Tamizharasan P.S. An Empirical Comparison of Generative Adversarial Network (GAN) Measures. International Conference on Advances in Communication and Computational Technology, Springer, Kurukshetra, India, pp. 1383-1396, August 2020.  
  • Tamizharasan P S and N. Ramasubramanian (2019) Enhancing GPU Performance using Thread Geometry Analysis for IrregularWorkloads. Fourth International Conference on Computing in Engineering and Technology (ICCET-2019). Springer. Maharastra.
  • Satyanarayana Vollala, S. Indrajeet, Amit D. Joshi, P. S. Tamizharasan, Jobin Jose. “Implementation of algorithms for L(2,1) - coloring problems". 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT). PP.1-6,2017.
  • P. Yadav, N. Ramasubramanian, A. Joshi and P. Tamizharasan. "Saliency Aware Resource Saving in Hand-Held Devices". Proceedings of the International Conference on Communication and Signal Processing 2016 (ICCASP 2016). PP.499-505,2016.
  • Tamizharasan P., Karthikeyan M, Ramasubramanian N. and A. Joshi. "Performance Enhancement of Phoneme Recognition using GPUs". Proceedings of the International Conference on Communication and Signal Processing 2016 (ICCASP 2016). PP.531- 537,2016.
  • P.S. Tamizharasan, Praveen Kumar Yadav, N. Ramasubramanian and K. Geetha. "Performance enhancing factors for manycore architectures: State-of-the-art". 2014 First International Conference on Networks & Soft Computing (ICNSC2014). PP.278-283,2014.

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