• S. Balaji and S. Karthik, “Deep learning-based energy consumption prediction on internet of
  things environment,” Intelligent Automation & Soft Computing, vol. 37, no.1, pp. 727–743,
  2023
• S. Balaji and S. Karthik, “Energy prediction in iot systems using machine learning models,”
  Computers, Materials & Continua, vol. 75, no.1, pp. 443–459, 2023.
• E Poovannan & S Karthik (2022) Pre-Synthesis and Post Synthesis Power Estimation of VLSI
  Circuits Using Machine Learning Approach, Applied Artificial Intelligence, 36:1, DOI:
  10.1080/08839514.2022.2145640
• E. Poovannan and S. Karthik, “Power prediction of vlsi circuits using machine learning,”
  Computers, Materials & Continua, vol. 74, no.1, pp. 2161–2177, 2023.
• Karthik, S., Bhadoria, R. S., Lee, J. G., Sivaraman, A. K., Samanta, S. et al. (2022). Prognostic
  Kalman Filter Based Bayesian Learning Model for Data Accuracy Prediction. CMC-
  Computers, Materials & Continua, 72(1), 243–259.
• Kirtania SG, Riheen MA, Kim SU, Sekhar K, Wisniewska A, Sekhar PK, “Inkjet Printing on a
  New Flexible Ceramic Substrate for Internet of Things (IoT) Applications”. Micromachines.
  2020; 11(9):841. https://doi.org/10.3390/mi11090841
• Kirtania SG, Elger AW, Hasan MR, Wisniewska A, Sekhar K, Karacolak T, Sekhar PK,
  “Flexible Antennas: A Review”. Micromachines. 2020; 11(9):847.
  https://doi.org/10.3390/mi11090847
• Priyadarsini.k, Karthik.S, “Resource scheduling approach in cloud Testing as a Service using
  deep reinforcement learning algorithms”, CAAI Transactions on Intelligence Technology,
  2021, 6(2), pp. 147–154
• S. Balaji and S. Karthik, “Energy Prediction System Using Internet of Things,” 2020 6th
  International Conference on Advanced Computing and Communication Systems (ICACCS),
  2020, pp. 1131-1135, doi: 10.1109/ICACCS48705.2020.9074299.
• K.Priyadarsini, S.Karthik, “Power Estimation Using Linear and Logistic Regression,
  Bioscience Biotechnology Research Communications”, ISSN: 2321-4007, Vol. 13, No.10,
  (2020), pp. 1 – 5.
• K, P. ., G, S. V. ., & S, K. . (2022). A Brief Survey on Cluster based Energy Efficient Routing
  Protocols in IoT based Wireless Sensor Networks. International Journal on Recent and
  Innovation Trends in Computing and Communication, 10(2s), 247–254.
  https://doi.org/10.17762/ijritcc.v10i2s.5941
• K. Priyadarsini, O. Hemakesavulu, S. Karthik and S. R. Karanam, “Towards Effective Time
  Series Classification of Multi- Class Imbalanced Learning,” 2021 International Conference on
  Artificial Intelligence and Smart Systems (ICAIS), 2021, pp. 1576-1582, doi:
  10.1109/ICAIS50930.2021.9395778.
• E.Poovanan and S. Karthik, “Role of Machine Learning in VLSI IC Design”. Turkish Journal
  of Computer and Mathematics Education Vol. 12 No. 10 (2021). doi:10.17762/turcomat.v12i10.4859.
• S.Karthik, K.Priyadarsini , ”Implementation of dynamic clocking on embedded devices”,
  International Journal of Advanced Science and Technology Vol. 28, No. 15, (2019), pp. 710-
  716
• S.Karthik, K.Priyadarsini,“Area efficient LFSR based ADC in 45nm Technology using verilog
  A”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN:
  2278-3075, Volume-8 Issue-12, October 2019.
• S.Karthik, K.Priyadarsini, “Iris Authentication For Taas on Cloud”, International Journal of
  Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8
  Issue-12, October 2019.
• S.Karthik, K.Priyadarsini, “Potential Use of RTL Co-Simulation”, International Journal of
  Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8
  Issue-12, October 2019.
• S.Karthik, K.Priyadarsini, “Testing as a Service (TaaS):Requirements and Challenges”, Journal
  of Engineering, Computing and Architecture, Volume 9, Issue 10, 2019.
• S.Karthik, S.Saravanakumar, ”Profiling based functional verification on a heterogeneous
  architecture”, Journal of Engineering and Applied Sciences, Issue 7, Volume 13, 2018.
• S. Balaji, S. Karthik and T.S. Balaji,” A Review on Various Sensor used in IoT for Real Time
  Applications” Journal of Engineering and Applied Sciences, Issue 7,Volume 13,2018.
• Karthik.S, Sam Sundar.S, Vishnu.R, Mohan Krishna.E,” IOT BASED AUTONOMOUS
  VALET PARKING” ,IJPAM, Volume 119 No. 15 2018, 867-870.
• Karthik. S Nihitha. S.S Pooja Shivakumar, “High level synthesis of 32 bit ALU using vivado
  tool”, IJPAM, Volume 119, No. 15 2018, 909-914.
• S.karthik, B.Ezhirkumaran, V.Vaibhav, S.Kishore kumar, “Real time health monitoring system
  of transformer using IOT”, IJPAM, Volume 119 No. 15 2018, 921-925.
• Karthik.S P.Muthukrishnan, “Software Controlled Hardware Design Verification Using ZYNQ
  SOC”. IJPAM, Volume 119 No. 15 2018, 1035-1040,
• V.JeanShilpa Dr.P.K.Jawahar Karthik S, “Design Of Hybrid CPU-FPGA Processor For High
  Performance Applications”, IJPAM, Volume 119 No. 15 2018, 1047- 1052.
• S. Karthik, Nihitha, T.S. Balaji, “Power Optimizartion in System Level using Profiling
  Technique” International Journal of Engineering & Technology, 7 (4.10) (2018) 1037-1040.
• S. Karthik, S. Balaji, T.S.Balaji, “Use Of Raspberry Pi In Selection Of Algorithms In FPGA”,
  Journal of Advanced Research in Dynamical and Control Systems, Issue: 18, 2145-2151, 2017.
• S. Balaji, S. Karthik, A Dinesh Babu, ”Space Vector PWM Generation Technique Using FPGA
  For Three Phase Voltage Source Inverter”, Journal of Advanced Research in Dynamical and
  Control Systems, Issue: 18, 1874-1885, 2017
• Sarat suhas, S. Karthik, T.S.Balaji, “A Review On Security Challenges Faced In IOT”, Journal
  of Advanced Research in Dynamical and Control Systems, Issue: 18, 1867- 1873, 2017
• Karthik. S, Dr.S.Saravanakumar, ”A review on parallel logic simulation”, International Journal
  of Pure and Applied Mathematics, Volume 114 No. 12 2017, 191-199
• Karthik. S, V.Jeanshilpa, Srividya, Swetha, “Improving the testability of design in FPGA using
  Raspberry Pi” . Indian Journal of Science and Technology DOI:
  10.17485/ijst/2016/v9iS(1)/108455 Year: 2016, Volume: 9, Issue: Special Issue 1, Pages: 1-4
• Jeanshilpa.V, Dr.Jawahar, Karthik. S, “Development of Adaptive LMS filter IP on Zedboard”.
  Indian Journal of Science and Technology, Vol 9(47), DOI: 10.17485/ijst/2016/v9i47/108453,
  December 2016
• Karthik. S, Balaji. S,Swetha, Srividya, “E-VLSI Lab using Raspberry Pi” , International
  Journal of Control Theory and Applications, Volume 9, Issue 15, 2016, Pages 7105-7110.
• V.JeanShilpa, Karthik.S et.al.,”Implementation of Heterogeneous Multicore Processor on
  FPGA for Parallel computing”,International Journal of Applied Engineering Research, ISSN
  0973-4562 Vol.10, No.20, 2015 pp.21578-21583
• R.Karthikeyan, Karthik. S et al.,” SNITCH:DESIGN AND DEVELOPMENT OF A MOBILE
  ROBOT FOR SURVEILLANCE AND RECONNAISSANCE” International Conference on
  Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 [IEEE
  XPLORE]
• Priyadarsini.k, Karthik.S, “Factors affecting the cloud authorization model in cloud computing
  platform” in International Journal of Applied Engineering Research, ISSN 0973-4562 vol. 10
  (2015).
• Priyadarsini.k, Karthik. S et al., “Secure Dynamic Multidimensional cloud confidence for
  public and private network” in International Journal of Applied Engineering Research, ISSN
  0973-4562 VOL. 10 NO.20 (2015)
• Karthik. S, Mrs.K.Priyadarsini, ”Comparative Study of Homogeneous and Heterogeneous
  Processor in FPGA For Functional Verification” International Journal of Applied Engineering
  Research ISSN 0973-4562, Volume 10,No.17,2015.
• Karthik. S, Mrs.K.Priyadarsini et al., “Parallel HDL Simulation Using Heterogeneous FPGA
  Architectures” in International Journal of Applied Engineering Research, ISSN 0973-4562
  Vol.10, No.20, 2015
  

• T.R and K. S, “Machine Learning Assisted Device Modeling: A Survey,” 2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2023, pp. 833-839, doi: 10.1109/ICIRCA57980.2023.10220769.
• V. G and S. Karthik, “A Comprehensive Study on Security Attacks and its Defense Techniques in Wireless Sensor Networks,” 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India, 2023, pp. 519-527, doi: 10.1109/ICOSEC58147.2023.10275916.
• Priyadarsini, O. Hemakesavulu, S. Karthik and S. R. Karanam, “Towards Effective Time Series Classification of Multi-Class Imbalanced Learning,” 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS), 2021, pp. 1576-1582, doi: 10.1109/ICAIS50930.2021.9395778.
• Balaji and S. Karthik, “Energy Prediction System Using Internet of  Things,” 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS), 2020, pp. 1131-1135, doi: 10.1109/ICACCS48705.2020.9074299.

• “IOT Based LPG Gas Controller” Patent Appl no: 202041034373 Date: 21/08/2020
• “Methods for Utilizing Machine Learning for Power Prediction in VLSI Circuits” Patent Appl no: 202241061426 Date:  04/11/2022
• “TRI-MATERIAL BASED STRUCTURE OF DOUBLE GATE JUNCTIONLESS TFET(TMDG-JL-TFET)” Patent Appl no: 202341051824 Date: 01/09/2023

• Karthik, S., Priyadarsini, K., Poovannan, E., Balaji, S. (2023). Emulating SoCs for Accelerating Pre-Si Validation. In: Kumar, A., Ghinea, G., Merugu, S., Hashimoto, T. (eds) Proceedings of the International Conference on Cognitive and Intelligent Computing. Cognitive Science and
  Technology. Springer, Singapore. https://doi.org/10.1007/978-981-19-2358- 6_11
• Balaji, S., Karthik, S. (2023). Comparative Study of Various Machine Learning and Deep
  Learning Techniques for Energy Prediction and Consumption Using IoT Modules. In: Kumar, A., Ghinea, G., Merugu, S., Hashimoto, T. (eds) Proceedings of the International Conference on Cognitive and Intelligent Computing. Cognitive Science and Technology. Springer, Singapore. https://doi.org/10.1007/978-981-19-2358-6_10
• Balaji, S., Karthik, S. (2023). Multi-regression Based-Traditional Machine Learning Approach for Energy Forecasting System. In: Kumar, A., Ghinea, G., Merugu, S., Hashimoto, T. (eds)
  Proceedings of the International Conference on Cognitive and Intelligent Computing. Cognitive
  Science and Technology. Springer, Singapore. https://doi.org/10.1007/978- 981-19-2358-6_9
• Ajin Roch A., Karthik S., Arthi R, (2021) “Dynamic Programmable Clock Frequency Using
  Machine Learning Algorithms to Reduce Power Consumption in Wearables”. In: Bhoi A., Mallick P., Liu CM., Balas V. (eds) Bio-inspired Neurocomputing. Studies in Computational Intelligence, vol 903. Springer, Singapore. https://doi.org/10.1007/978-981-15-5495-7_19
• Karthik, S., Priyadarsini, K, “An overview on IoT data analytics with a survey on CNN accelerator architecture”, A Closer Look at Big Data Analytics, Nova Publishers, 2021, pp.37–67 [SNIP-0.31]
• Priyadarsini, K., Karthik, S., Malathi, K., & Rao, M. V. V. R. (2022). Impact of COVID‐19 on IIoT. In The Industrial Internet of Things (IIoT) (pp. 321–348). Wiley.
  https://doi.org/10.1002/9781119769026.ch13
• Karthik, S., Priyadarsini, K., & Baid, T. (2022). The Impact of Blockchain on Cloud and AI. In The Convergence of Artificial Intelligence and Blockchain Technologies (pp. 93–113). WORLD SCIENTIFIC. https://doi.org/10.1142/9789811225079_0005

• Conducted workshop on “Low Power Techniques for VLSI Circuits” – 03/10/2023
• Conducted workshop on “Computer vision workshop” – 22.09.2023
• Conducted workshop on “Deep dive into generative AI” – 04/09/2023
• Conducted Workshop on “AI NEXUS” – 14/09/2023
• Organized webinar on “LITHOGRAPHY” – 21/07/2023
• Organized seminar on “Job Aspects in VLSI Design”- 31/01/2023
• Conducted STTP on “Connecting People to Semiconductor Industry” – (5/12/2022 to 17/12/2022)
• Conducted webinar on “Untold Opportunities in VLSI Domain” – 12/02/2022 
• Conducted seminar on “Career Prospects in Electronics and Communication Engineering” on 27-01-2022.
• Conducted FDP on GUI Based FPGA Programming from 20/12/2021to 24/12/2021

• JNN Group of Engineering, 8th July 2021 on Topic “ASIC Design”
• SRMIST, Vadapalani, 11th July 2020 on Topic “Data Science”

• Introduction to ML
• Python Data Structures
• IoT (Internet of Things)
• Wireless & Cloud Computing Emerging Technologies
• Introduction to Artificial Intelligence (AI)
• An Introduction to Programming the IOT
• Python Data Structures
• Nanotechnology

• SRM IST, Vadapalani, Chennai, Tamil Nadu, India | Jul 2011 – Present | Associate Professor
• VIT University, Vellore, Tamil Nadu, India | Jun 2006 – Jun 2011 | Assistant Professor

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