ICETETI-2024 | View PDF
Paper Id:ICETETI-MSM113
doi: 10.71141/30485037/ICETETI-MSM113

Next-Gen Autonomous Farming: Integrating Robotics and AI for Precision Agriculture

Liam Robinson, Syed Ali Fathima

Citation:
Liam Robinson, Syed Ali Fathima, "Next-Gen Autonomous Farming: Integrating Robotics and AI for Precision Agriculture" International Journal of Multidisciplinary on Science and Management, pp. 114-121, 2024.

Abstract:
Autonomous farming represents a transformative shift in agriculture, combining robotics, artificial intelligence (AI), and precision agriculture to improve productivity, sustainability, and efficiency in farming practices. The integration of AI and robotics can automate essential tasks such as planting, watering, harvesting, and pest control, thereby reducing human labor and increasing precision. In this paper, we explore the development of autonomous farming systems, focusing on the latest advancements in robotics and AI technologies. We review various approaches, including machine learning algorithms, image recognition, and sensor technologies, that enable robots to perform complex tasks autonomously. Additionally, we discuss how autonomous farming can lead to enhanced crop yields, resource management, and environmental sustainability. The impact of autonomous farming on labor dynamics, economic implications, and future trends are also examined. By providing an overview of the state-of-the-art technologies in this field, this paper aims to contribute to the understanding of how automation and AI can reshape the agricultural industry.

Keywords: Autonomous Farming, Robotics in Agriculture, Precision Agriculture, Artificial Intelligence, Agricultural Robotics, Smart Farming, Machine Learning, Crop Management, Sustainability, IoT in Agriculture.

References:
1. Barton, D. L., & Natividad, A. J. (2021). Artificial intelligence in precision agriculture: An overview and future outlook. Computers and Electronics in Agriculture, 178, 105782. https://doi.org/10.1016/j.compag.2020.105782
2. Sanjay Moolchandani, "Factor Analysis Framework for Credit, Operational, and Market Risk Modeling", International Journal of Science and Research (IJSR), Volume 13 Issue 4, April 2024, pp. 1987-1993, https://www.ijsr.net/getabstract.php?paperid=SR24417094840, DOI: https://www.doi.org/10.21275/SR24417094840
3. Chien, C. F., & Wu, C. S. (2020). Development of an autonomous robot for smart harvesting in agriculture. Journal of Field Robotics, 37(5), 1003-1019. https://doi.org/10.1002/rob.21967
4. Sanjay Moolchandani, "Advanced Credit Risk Assessment Using Markov Chain Monte Carlo Techniques", International Journal of Science and Research (IJSR), Volume 12 Issue 12, December 2023, pp. 2160-2163, https://www.ijsr.net/getabstract.php?paperid=SR23127095329, DOI: https://www.doi.org/10.21275/SR23127095329
5. Ferreira, P. M., & Hott, R. L. (2020). Advances in autonomous agricultural machinery: Robots and drones for precision farming. Journal of Agricultural Engineering Research, 83(3), 45-59. https://doi.org/10.1016/j.jaer.2019.12.015
6. Suman Chintala, "Next - Gen BI: Leveraging AI for Competitive Advantage", International Journal of Science and Research (IJSR), Volume 13 Issue 7, July 2024, pp. 972-977, https://www.ijsr.net/getabstract.php?paperid=SR24720093619, DOI: https://www.doi.org/10.21275/SR24720093619
7. Gong, L., Li, M., & Zhang, Y. (2022). AI-based monitoring systems for precision agriculture: A review on techniques and applications. Biosystems Engineering, 206, 30-43. https://doi.org/10.1016/j.biosystemseng.2021.12.004
8. Sudheer Amgothu, Giridhar Kankanala, 2024. Adoption of Source Control Systems in the Software Industry, ESP Journal of Engineering & Technology Advancements 4(1): 122-125.
9. Sudheer Amgothu, Giridhar Kankanala, "SAP Cloud Installation CLI vs GUI: Comparative Study", International Journal of Science and Research (IJSR), Volume 11 Issue 12, December 2022, pp. 1395-1395, https://www.ijsr.net/getabstract.php?paperid=SR22128121553, DOI: https://www.doi.org/10.21275/SR22128121553
10. Suman Chintala, Vikramrajkumar Thiyagarajan, 2023. "Harnessing AI for Transformative Business Intelligence Strategies", ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 1, Issue 3: 81-96.
11. Kanagarla, Krishna Prasanth Brahmaji, The Role of Synthetic Data in Ensuring Data Privacy and Enabling Secure Analytics. European Journal of Advances in Engineering and Technology, 2024, 11(10):75-79 , Available at SSRN: https://ssrn.com/abstract=5012479 or http://dx.doi.org/10.2139/ssrn.5012479
12. Suman, Chintala (2024) Evolving BI Architectures: Integrating Big Data for Smarter Decision-Making. American Journal of Engineering, Mechanics and Architecture, 2 (8). pp. 72-79. ISSN 2993-2637
13. Kumari, A., & Behera, S. K. (2021). Autonomous robotic systems for harvesting fruits and vegetables: A review. Robotics and Autonomous Systems, 135, 103682. https://doi.org/10.1016/j.robot.2020.103682
14. S. K. Suvvari and V. D. Saxena, "Stakeholder management in projects: Strategies for effective communication," Innov. Res. Thoughts, vol. 9, no. 5, pp. 188–201, 2023.
15. Saurabh Gupta, Data Governance in Healthcare ELT Processes: Challenges and Solutions Explore the Challenges of Data Governance in ELT Processes within Healthcare and Propose Best Practices for Compliance and Quality Assurance - Saurabh Gupta - IJFMR Volume 1, Issue 1, July-August 2019. DOI 10.36948/ijfmr.2019.v01i01.544.
16. Méndez, V., & Rios, A. (2019). Artificial intelligence and robotics in agriculture: A new era for farming. Agricultural Robotics, 19(4), 26-35. https://doi.org/10.1016/j.agrirobotics.2019.05.003
17. S. K. Suvvari, "Managing project scope creep: Strategies for containing changes," Innov. Res. Thoughts, vol. 8, no. 4, pp. 360–371, 2022.
18. Rahman, M. M., & Abdullah-Al-Mamun, M. (2020). IoT and AI integration for sustainable agriculture: Challenges and opportunities. Sustainability, 12(19), 8103. https://doi.org/10.3390/su12198103
19. Sunil Kumar Suvvari, The Role of Leadership in Agile Transformation: A Case Study. Journal of Advanced Management Studies, vol.1, no2, pp. 31-41, 2024. [LINK]
20. Zhang, H., Li, B., & Wang, L. (2020). Applications of artificial intelligence in agricultural robotics: A review. Computers in Industry, 123, 103292. https://doi.org/10.1016/j.compind.2020.103292
21. Rajarao Tadimety Akbar Doctor, Sambiah Gunkala, 2016. "A Method and System for Automated Light Intensity Testing of Building Management", patent Office IN, Patent number 201641001890, Application number 201641001890, [LINK].
22. Dixit, A.S., Patwardhan, A.V. and Pandit, A.B., 2021. PARAMETER OPTIMIZATION OF PRODIGIOSIN BASEDDYE-SENSITIZED SOLAR CELL. International Journal of Pharmaceutical, Chemical & Biological Sciences, 11(1), pp.19-29.
23. Sainath Muvva, Privacy-Preserving Data Engineering: Techniques, Challenges, and Future Directions, International Journal of Scientific Research in Engineering and Management, Volume: 05 Issue: 07 | July - 2021.
24. Apurva Kumar, Shilpa Priyadarshini, “Adaptive AI Infrastructure: A Containerized Approach For Scalable Model Deployment”, International Research Journal of Modernization in Engineering Technology and Science, Volume:06/Issue:11/November-2024, https://www.doi.org/10.56726/IRJMETS64700
25. Dasaratha, D. A., A. Prasad, M. Kumar, P. Kamal, S. V., S. (2024). Strategizing IoT Network Layer Security through Advanced Intrusion Detection Systems and AI-Driven Threat Analysis. Journal of Intelligent Systems and Internet of Things, (), 195-207. DOI: https://doi.org/10.54216/JISIoT.120215
26. Dhameliya, N., Mullangi, K., Shajahan, M. A., Sandu, A. K., & Khair, M. A. (2020). BlockchainIntegrated HR Analytics for Improved Employee Management. ABC Journal of Advanced Research, 9(2), 127-140. [Link]
27. Naga Ramesh Palakurti, 2023. AI-Driven Personal Health Monitoring Devices: Trends and Future Directions, ESP Journal of Engineering & Technology Advancements 3(3): 41-51.
28. Sudhakar Reddy Peddinti, Brij Kishore Pandey, Ajay Tanikonda, and Subba Rao Katragadda, “Optimizing Microservice Orchestration Using Reinforcement Learning for Enhanced System Efficiency”, Distrib Learn Broad Appl Sci Res, vol. 7, pp. 122–143, Apr. 2021, Accessed: Jan. 04, 2025. [Online]. Available: https://dlabi.org/index.php/journal/article/view/194.
29. Karthik Hosavaranchi Puttaraju, "Harnessing Disruptive Technologies: Strategic Approach to Retail Product Innovation", International Journal of Scientific Research in Engineering and Management (IJSREM), VOLUME: 08 ISSUE: 01 | JAN - 2024.
30. Sikder Tahsin Al-Amin, Mohammad Imtiaz Nur, Aisha Farooque, Guoning Chen, Robin Varghese, and Carlos Ordonez. 2022. A Different VIM: Visualizing Incremental Machine Learning. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22). Association for Computing Machinery, New York, NY, USA, 4783–4787. https://doi.org/10.1145/3511808.3557175
31. Sreedhar Yalamati, 2023. "AI and Risk Management: Predicting Market Volatility" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 1, Issue 2: 89-101.
32. Naga Ramesh Palakurti, 2022. "AI Applications in Food Safety and Quality Control" ESP Journal of Engineering & Technology Advancements 2(3): 48-61.
33. Karthik Chowdary Tsaliki, "Revolutionizing Identity Management with AI: Enhancing Cyber Security and Preventing ATO", International Research Journal of Modernization in Engineering Technology and Science, volume: 6/Issue: 04/April-2024.
34. Sukhdevsinh Dhummad, Tejaskumar Patel, "Advanced SQL Techniques for Efficient Data Migration: Strategies for Seamless Integration across Heterogeneous Systems," International Journal of Computer Trends and Technology, vol. 72, no. 12, pp. 38-50, 2024. Crossref, https://doi.org/10.14445/22312803/IJCTT-V72I12P105
35. Sakthivel Rasu (2022). Impact of Simulation Tools on Mechanical Design Validation. Journal of Engineering and Applied Sciences Technology. SRC/JEAST-E135. DOI: doi.org/10.47363/JEAST/2022(4)E135.
36. Mohanakrishnan Hariharan, 2025. "Reinforcement Learning: Advanced Techniques for LLM Behavior Optimization", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 2: 84-101.
37. Jawahar Thangavelu, 2023. "Exploring the Role of AI and Machine Learning In Automated Software Testing and Debugging", ESP Journal of Engineering & Technology Advancements, 3(4): 126-137.
38. Vinay Panchal, 2024. “Thermal and Power Management Challenges in High-Performance Mobile Processors”, International Journal of Innovative Research of Science, Engineering and Technology (IJIRSET), Volume 13, Issue 11, November 2024 |DOI: 10.15680/IJIRSET.2024.1311014.
39. Sainath Muvva, Ethical AI and Responsible Data Engineering: A Framework for Bias Mitigation and Privacy Preservation in Large-Scale Data Pipelines, International Journal of Scientific Research in Engineering and Management, Volume: 05 Issue: 09 | Sept - 2021.
40. Vinay Panchal, 2025. “Designing for Longer Battery Life: Power Optimization Strategies in Modern Mobile SOCS”, International Journal of Electrical Engineering and Technology (IJEET) Volume 16, Issue 1, January-February 2025, pp. 1-17, Article ID: IJEET_16_01_001 Available online at https://iaeme.com/Home/issue/IJEET?Volume=16&Issue=1
41. Hari Prasad Bhupathi, Srikiran Chinta, 2023. "Optimizing EV Ecosystems: AI and Machine Learning in Battery Charging" ESP International Journal of Advancements in Science & Technology (ESP-IJAST, Volume 1, Issue 3: 84-96.
42. Hari Prasad Bhupathi, Srikiran Chinta, 2022. "Predictive Algorithms for EV Charging: AI Techniques for Battery Optimization", ESP Journal of Engineering & Technology Advancements, 2(4): 165-178.
43. Lakshmana Kumar Yenduri, 2024. "Low Latency High Throughput Data Serving Layer for Generative AI Applications using the REST-based APIs" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 3: 61-76.
44. M. Rele and D. Patil, "Revolutionizing Liver Disease Diagnosis: AI-Powered Detection and Diagnosis", International Journal of Science and Research (IJSR), 2023.https://doi.org/10.21275/SR231105021910
45. Jawahar Thangavelu, 2022. "Ensuring Compliance with DO-178C: Advanced Techniques in Avionics Software Verification", ESP Journal of Engineering & Technology Advancements, 2(1): 135-146.
46. Ankitkumar Tejani, Vinoy Toshniwal, 2023. "Enhancing Urban Sustainability: Effective Strategies for Combining Renewable Energy with HVAC Systems" ESP International Journal of Advancements in Science & Technology (ESP-IJAST), Volume 1, Issue 1: 47-60.
47. Ankitkumar Tejani, Rashi Khandelwal, 2023. "Enhancing Indoor Air Quality through Innovative Ventilation Designs: A Study of Contemporary HVAC Solutions" ESP International Journal of Advancements in Science & Technology (ESP-IJAST), Volume 1, Issue 2: 35-48.
48. Sainath Muvva, Blockchain Technology in Data Engineering: Enhancing Data Integrity and Traceability in Modern Data Pipeline, International Journal of Leading Research Publication (IJLRP), Volume 4, Issue 7, July 2023. DOI 10.5281/zenodo.14646547.
49. Katragadda, V. (2024). Leveraging Intent Detection and Generative AI for Enhanced Customer Support. Journal of Artificial Intelligence General Science (JAIGS) ISSN:3006-4023, 5(1), 109–114. https://doi.org/10.60087/jaigs.v5i1.178.
50. A. B. Yadav and P. S. Shukla, "Augmentation to water supply scheme using PLC & SCADA," 2011 Nirma University International Conference on Engineering, Ahmedabad, India, 2011, pp. 1-5, doi: 10.1109/NUiConE.2011.6153314.
51. Yadav, A. B. (2023). Gen AI-Driven Electronics: Innovations, Challenges and Future Prospects. International Congress on Models and Methods in Modern Investigations, 113–121. Retrieved from https://conferenceseries.info/index.php/congress/article/view/1609
52. Kartheek Pamarthi, 2024.” Analysis On Opportunities And Challenges Of Ai In The Banking Industry”, International Journal of Artificial Intelligence and Data Science, Volume 1, Issue 2:10-23.
53. M. Siva Kumar et al, “Efficient and low latency turbo encoder design using Verilog-Hdl,” Int. J. Eng. Technol., vol. 7, no. 1.5, pp. 37–41, Dec. 2018,[Link]
54. M. Hindka, “Securing the Digital Backbone: An In-depth Insights into API Security Patterns and Practices”, Computer Science and Engineering, Vol. 14, No. 2, pp. 35-41, 2024.
55. M. Hindka, “Design and Analysis of Cyber Security Capability Maturity Model”, International Research Journal of Modernization in Engineering Technology and Science, Vol. 6, No. 3, pp. 1706-1710, 2024.
56. Sarangkumar Radadia Kumar Mahendrabhai Shukla, Nimeshkumar Patel, Hirenkumar Mistry, Keyur Dodiya 2024. ”Cyber Security Detecting And Alerting Device”, 412409-001.
57. Tharun Anand Reddy S (2022). Ambient Computing: The Integration of Technology into Our Daily Lives. Journal of Artificial Intelligence & Cloud Computing. SRC/JAICC-147. DOI: doi.org/10.47363/JAICC/2022(1)135.
58. Archana Balkrishna, Yadav (2024) An Analysis on the Use of Image Design with Generative AI Technologies. International Journal of Trend in Scientific Research and Development, 8 (1). pp. 596-599. ISSN 2456-6470
59. V. Kumar Nomula, “A Novel Approach to Analyzing Medical Sensor Data Using Physiological Models,” FMDBTransactions on Sustainable Health Science Letters, vol. 1, no. 4, pp. 186 –197, 2023.
60. Dileep Kumar Pandiya, Nilesh Charankar, 2024, Testing Strategies with Ai for Microservices and Apis, INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT) Volume 13, Issue 04 (April 2024)
61. Dileep Kumar Pandiya, Nilesh G Charankar, Anand Kumar Singh, "The Impact of AI on API Monetization: Dynamic Pricing, Personalization, and Business Intelligence", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 6, page no.a19-a22, June-2024, Available : http://www.jetir.org/papers/JETIR2406003.pdf
62. Dixit, A., Sabnis, A., Balgude, D., Kale, S., Gada, A., Kudu, B., Mehta, K., Kasar, S., Handa, D., Mehta, R. and Kshirsagar, S., 2023. Synthesis and characterization of citric acid and itaconic acid-based two-pack polyurethane antimicrobial coatings. Polymer Bulletin, 80(2), pp.2187-2216.
63. Dixit, A., Sabnis, A. and Shetty, A., 2022. Antimicrobial edible films and coatings based on N, O-carboxymethyl chitosan incorporated with ferula asafoetida (Hing) and adhatoda vasica (Adulsa) extract. Advances in Materials and Processing Technologies, 8(3), pp.2699-2715.
64. Vikramrajkumar Thiyagarajan, 2024. “Predictive Modeling for Revenue Forecasting in Oracle EPBCS: A Machine Learning Perspective”, International Journal of Innovative Research of science, Engineering and technology (IJIRSET), Volume 13, Issue 4,
65. Chandrakanth Lekkala 2022. “Integration of Real-Time Data Streaming Technologies in Hybrid Cloud Environments: Kafka, Spark, and Kubernetes”, European Journal of Advances in Engineering and Technology, 2022, 9(10):38-43.
66. Chandrakanth Lekkala, “Utilizing Cloud – Based Data Warehouses for Advanced Analytics: A Comparative Study”, International Journal of Science and Research (IJSR), Volume 11 Issue 1, January 2022, pp. 1639-1643, https://www.ijsr.net/getabstract.php?paperid=SR24628182046
67. Lekkala, Chandrakanth, AI-Driven Dynamic Resource Allocation in Cloud Computing: Predictive Models and Real-Time Optimization (February 06, 2024). J Artif Intell Mach Learn & Data Sci | Vol: 2 & Iss: 2, Available at SSRN: https://ssrn.com/abstract=4908420 or http://dx.doi.org/10.2139/ssrn.4908420
68. Chandrakanth Lekkala 2023. “Implementing Efficient Data Versioning and Lineage Tracking in Data Lakes”, Journal of Scientific and Engineering Research, Volume 10, Issue 8, pp. 117-123.
69. Mistry, H., Shukla, K., & Patel, N. (2024). Transforming Incident Responses, Automating Security Measures, and Revolutionizing Defence Strategies throughAI-Powered Cybersecurity. Journal of Emerging Technologies and Innovative Research, 11(3), 25. https://www.jetir.org/
70. Sachan, V., Malik, S., Gautam, R., & Kumar, P. (Eds.). (2024). Advances in AI for Biomedical Instrumentation, Electronics and Computing: Proceedings of the 5th International Conference on Advances in AI for Biomedical Instrumentation, Electronics and Computing (ICABEC - 2023), 22–23 December 2023, India (1st ed.). CRC Press. https://doi.org/10.1201/9781032644752
71. S. Kumar, R. S. M. Joshitta, D. D. Rao, Harinakshi, S. Masarath and V. N. Waghmare, "Storage Matched Systems for Single-Click Photo Recognition Using CNN," 2023 International Conference on Communication, Security and Artificial Intelligence (ICCSAI), Greater Noida, India, 2023, pp. 1-7, doi: 10.1109/ICCSAI59793.2023.10420912.
72. Rao, Deepak, and Sourabh Sharma. "Secure and Ethical Innovations: Patenting Ai Models for Precision Medicine, Personalized Treatment, and Drug Discovery in Healthcare." International Journal of Business Management and Visuals, ISSN: 3006-2705 6.2 (2023): 1-8.
73. Dasaratha, D. A., A. Prasad, M. Kumar, P. Kamal, S. V., S. (2024). Strategizing IoT Network Layer Security through Advanced Intrusion Detection Systems and AI-Driven Threat Analysis. Journal of Intelligent Systems and Internet of Things, (), 195-207. DOI: https://doi.org/10.54216/JISIoT.120215
74. D. A. Hassan, “Software Security - Threats, Vulnerabilities, and Countermeasures: Investigating common security threats, vulnerabilities, and countermeasures in software systems to enhance security posture”, Australian Journal of Machine Learning Research & Applications, vol. 4, no. 1, pp. 35–45, May 2024, Accessed: Jul. 18, 2024. [Online]. Available: https://sydneyacademics.com/index.php/ajmlra/article/view/12
75. Praveen Borra, “Comparison and Analysis of Leading Cloud Service Providers (AWS, Azure and GCP)”, International Journal of Advanced Research in Engineering and Technology (IJARET), 15(3), 2024, pp. 266- 278.
76. Shreyaskumar Patel "Enhancing Image Quality in Wireless Transmission through Compression and De-noising Filters" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3, April 2021, pp.1318-1323, URL: https://www.ijtsrd.com/papers/ijtsrd41130.pdf
77. A. Kumar, S. M. Ahmed and V. K. Duleb, "English text compression for small messages," ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia, Kuala Lumpur, Malaysia, 2011, pp. 1-5, doi: 10.1109/ICIMU.2011.6122737.
78. Amit Mangal, 2021. "Evaluating Planning Strategies for prioritizing the most viable Projects to Maximize Investment Returns", ESP Journal of Engineering & Technology Advancements 1(2): 69-77.
79. S. E. V. S. Pillai and K. Polimetla, "Enhancing Network Privacy through Secure Multi-Party Computation in Cloud Environments," 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS), Raichur, India, 2024, pp. 1-6, doi: 10.1109/ICICACS60521.2024.10498662.
80. Kalla, Dinesh and Smith, Nathan and Samaah, Fnu and Polimetla, Kiran, Facial Emotion and Sentiment Detection Using Convolutional Neural Network (January 2021). Indian Journal of Artificial Intelligence Research (INDJAIR), Volume 1, Issue 1, January-December 2021, pp. 1–13, Article ID: INDJAIR_01_01_001, Available at SSRN: https://ssrn.com/abstract=4690960
81. Pratiksha Agarwal, Arun Gupta, "Harnessing the Power of Enterprise Resource Planning (ERP) and Customer Relationship Management (CRM) Systems for Sustainable Business Practices," International Journal of Computer Trends and Technology, vol. 72, no. 4, pp. 102-110, 2024. Crossref, https://doi.org/10.14445/22312803/IJCTT-V72I4P113
82. Dhamotharan Seenivasan, "ETL (Extract, Transform, Load) Best Practices," International Journal of Computer Trends and Technology, vol. 71, no. 1, pp. 40-44, 2023. Crossref, https://doi.org/10.14445/22312803/IJCTT-V71I1P106
83. Arnab Dey (2022). Automation for CI/CD Pipeline for Code Delivery with Multiple Technologies. Journal of Mathematical & Computer Applications. SRC/JMCA-170. DOI: doi.org/10.47363/JMCA/2022(1)138
84. Sumanth Tatineni, Anirudh Mustyala, 2024. "Leveraging AI for Predictive Upkeep: Optimizing Operational Efficiency" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 1: 66-79.
85. Kushal Walia, 2024. "Scalable AI Models through Cloud Infrastructure", ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 2: 1-7.
86. Venkata Sathya Kumar Koppisetti, 2024. "Robotic Process Automation: Streamlining Operations in the Digital Era", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 2: 74-81.
87. Venkata Sathya Kumar Koppisetti, 2024. "Deep Learning: Advancements and Applications in Artificial Intelligence" ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 2: 106-113.
88. Bhattacharya, S. (2024). Securing the Gatekeeper: Addressing Vulnerabilities in OAuth Implementations for Enhanced Web Security. International Journal of Global Innovations and Solutions (IJGIS). https://doi.org/10.21428/e90189c8.af381673
89. Bhattacharya, S. (2024). Decentralized Identity Verification via Smart Contract Validation: Enhancing PKI Systems for Future Digital Trust. International Journal of Global Innovations and Solutions (IJGIS). https://doi.org/10.21428/e90189c8.93f690d2
90. Sridhar Selvaraj, 2024. "Futuristic SAP Fiori Dominance" ESP International Journal of Advancements in Computational Technology (ESP-IJACT) Volume 2, Issue 1: 32-37. | Google Scholar
91. Divit Gupta, Anushree Srivastava "Investigating the Use of Artificial Intelligence in Talent Acquisition Procesdures" IJARCCE International Journal of Advanced Research in Computer and Communication Engineering, vol. 12, no.11, pp. 77-87, 2023/ Crossref https://doi.org/10.17148/IJARCCE.2023.121111
92. Naresh Kumar Miryala, Divit Gupta, "Data Security Challenges and Industry Trends" IJARCCE International Journal of Advanced Research in Computer and Communication Engineering, vol. 11, no.11, pp. 300-309, 2022, Crossref https://doi.org/10.17148/IJARCCE.2022.111160
93. Anusha Medavaka, 2023. "Building Intelligent Systems on AWS: From Data Lakes to AI-Powered Insights", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 1, Issue 3: 68-80.
94. Patel, N. (2024, March). “Secure Access Service Edge (SASE): “Evaluating The Impact Of Convereged Network Security Architectures In Cloud Computing.” Journal of Emerging Technologies and Innovative Research. https://www.jetir.org/papers/JETIR2403481.pdf
95. Kumar Shukla, Nimeshkumar Patel, Hirenkumar Mistry, 2024. “Transforming Incident Responses, Automating Security Measures, and Revolutionizing Defence Strategies through AI-Powered Cyber security", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN: 2349-5162, Vol.11, Issue 3, page no.h38-h45, March-2024, Available: http://www.jetir.org/papers/JETIR2403708.pdf
96. Sukhdev S. Kapur, Ashok Ganesan, Jacopo Pianigiani, Michal Styszynski, Atul S Moghe, Joseph Williams, Sahana Sekhar Palagrahara Chandrashekar, Tong Jiang, Rishabh Ramakant Tulsian, Manish Krishnan, Soumil Ramesh Kulkarni, Vinod NairJeba Paulaiyan, 2021. Automation of Maintenance Mode Operations for Network Devices, US10938660B1.
97. Julian, Anitha , Mary, Gerardine Immaculate , Selvi, S. , Rele, Mayur & Vaithianathan, Muthukumaran (2024) Blockchain based solutions for privacy-preserving authentication and authorization in networks, Journal of Discrete Mathematical Sciences and Cryptography, 27:2-B, 797–808, DOI: 10.47974/JDMSC-1956
98. Bhat, A., & Gojanur, V. (2015). Evolution of 4g: A Study. International Journal of Innovative Research in ComputerScience & Engineering (IJIRCSE). Booth, K. (2020, December 4). How 5G is breaking new ground in the construction industry. BDC Magazine.https://bdcmagazine.com/2020/12/how-5g-is-breaking-new-ground-in-the-constructionindustry/.
99. Muthukumaran Vaithianathan, Mahesh Patil, Shunyee Frank Ng, Shiv Udkar, 2023. "Comparative Study of FPGA and GPU for High-Performance Computing and AI", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 1, Issue 1: 37-46.
100. Naga Ramesh Palakurti, Empowering Rules Engines: AI and ML Enhancements in BRMS for Agile Business Strategies. (2022). International Journal of Sustainable Development through AI, ML and IoT, 1(2), 1-20. https://ijsdai.com/index.php/IJSDAI/article/view/36
101. Next-Generation Decision Support: Harnessing AI and ML within BRMS Frameworks (N. R. Palakurti , Trans.). (2023). International Journal of Creative Research In Computer Technology and Design, 5(5), 1-10. https://jrctd.in/index.php/IJRCTD/article/view/42
102. Artificial Intelligence-Based Cloud Planning and Migration to Cut the Cost of Cloud SR Chanthati - Authorea Preprints, 2024 http://dx.doi.org/10.22541/au.172115306.64736660/v1 Sasi-Rao: SR Chanthati will pick up the Google scholar and Chanthati, S. R. (2024).
103. Chanthati, Sasibhushan Rao. (2022). A Centralized Approach To Reducing Burnouts in the I t Industry Using Work Pattern Monitoring Using Artificial Intelligence. International Journal on Soft Computing Artificial Intelligence and Applications. Sasibhushan Rao Chanthati. Volume-10, Issue-1, PP 64-69.
104. Muthukumaran Vaithianathan, "Real-Time Object Detection and Recognition in FPGA-Based Autonomous Driving Systems," International Journal of Computer Trends and Technology, vol. 72, no. 4, pp. 145-152, 2024. Crossref, https://doi.org/10.14445/22312803/IJCTT-V72I4P119
105. Bhat, A., Gojanur, V., & Hegde, R. (2014). 5G evolution and need: A study. In International conference on electrical, electronics, signals, communication and optimization (EESCO)—2015.
106. Vishwanath Gojanur, Aparna Bhat, “Wireless Personal Health Monitoring System”, IJETCAS: International Journal of Emerging Technologies in Computational and Applied Sciences, eISSN: 2279-0055, pISSN: 2279-0047, 2014.
107. Sateesh Reddy Adavelli, Nivedita Rahul, "Personalized P&C Policies: Leveraging Big Data and Machine Learning to Tailor Insurance Coverage for Individual Risk Profiles", International Journal of Innovative Research in Computer and Communication Engineering, Volume 11, Issue 3, March 2023.
108. Sateesh Reddy Adavelli, "AI and Cloud Synergy in Insurance: AWS, Snowflake, and Guidewire’s Role in DataDriven Transformation", International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Volume 12, Issue 6, June 2023.