Akshay Gaikwad1, Pattabi Rama Rao Thumati2, Sumit Shekhar3, Er. Aman Shrivastav4, Shalu Jain5
& Prof. (Dr) Sangeet Vashishtha6
1Rochester Institute of Technology, Rochester, New York, US, agaikwad2157@gmail.com
2Department of CSE Pondicherry University Pondicherry, India , pattabiramgc@gmail.com
3Department of CSE Columbia University New York, U.S.A, productjanitorsumit@gmail.com
4ABESIT Engineering College , Ghaziabad , shrivastavaman2004@gmail.com
5Maharaja Agrasen Himalayan Garhwal University, Pauri Garhwal, Uttarakhand, mrsbhawnagoel@gmail.com
6IIMT University, Meerut, India, sangeet83@gmail.com
Abstract
Environmental stress testing techniques such as Highly Accelerated Life Testing (HALT) and Accelerated Life Testing (ALT) play a critical role in determining the reliability and longevity of high-risk components in various industries. These methods simulate extreme operational and environmental conditions to expose potential failure points and weaknesses, enabling the enhancement of component durability and performance. HALT focuses on identifying the operational limits of components, while ALT estimates their life expectancy under accelerated conditions. This paper explores the impact of HALT and ALT on extending the lifespan of high-risk components, particularly in sectors where component failure can lead to severe consequences, such as aerospace, defense, and medical devices. The study examines how environmental stress testing accelerates the identification of failure modes and enhances preventive maintenance strategies, contributing to improved overall system reliability. By analyzing the results of case studies and real-world applications, the paper provides insights into best practices for optimizing HALT/ALT methodologies to ensure the longevity and safety of high-risk components.
Keywords
Environmental stress testing, HALT, ALT, high-risk components, component longevity, failure modes, preventive maintenance, system reliability, aerospace, defense, medical devices.
References
Gupta, P., Sharma, A., & Singh, R. (2021). Machine Learning Applications in Highly Accelerated Life Testing for Predictive Maintenance. Journal of Reliability Engineering, 46(2), 55-67.
Schmidt, K., & Howard, T. (2020). Advances in Vibration Testing for HALT in Aerospace Applications. Aerospace Systems Journal, 35(4), 198-210.
Chen, Y., Zhang, M., & Li, X. (2022). Real-Time Data Analytics for Optimizing Accelerated Life Testing in Automotive Components. Journal of Automotive Engineering, 52(1), 88-101.
Jones, D., & Martinez, L. (2020). Accelerated Life Testing of Cardiac Pacemakers: Extending Device Longevity Through Improved Materials. Biomedical Devices Research, 14(3), 122-136.
NASA. (2019). Highly Accelerated Life Testing of Unmanned Aerial Vehicle Control Systems: A Technical Report. NASA Technical Reports Series, 27, 23-35.
Miller, J., & Wong, S. (2023). HALT and ALT for Renewable Energy Components: Solar Inverters and Wind Turbine Reliability. Journal of Renewable Energy Research, 18(2), 145-160.
Toyota Motor Corporation. (2022). Reliability Testing for Autonomous Vehicle Sensors: HALT Methodology and Results. Toyota Research Reports, 19(1), 45-60.
Lee, B., & Anderson, C. (2022). Cost Constraints and Collaborative Testing Solutions for SMEs: Adopting HALT/ALT Methodologies. International Journal of Manufacturing and Reliability Engineering, 29(3), 88-99.
Anderson, T., & White, J. (2021). Scaling HALT/ALT for Complex Systems in Aerospace Engineering. Journal of Aerospace Technology, 45(5), 231-245.
Smith, R., & Patel, S. (2023). AI-Driven Predictive Maintenance in HALT/ALT Testing for High-Risk Components. Journal of AI Applications in Engineering, 32(4), 176-190.
Goel, P. & Singh, S. P. (2009). Method and Process Labor Resource Management System. International Journal of Information Technology, 2(2), 506-512.
Singh, S. P. & Goel, P., (2010). Method and process to motivate the employee at performance appraisal system. International Journal of Computer Science & Communication, 1(2), 127-130.
Goel, P. (2012). Assessment of HR development framework. International Research Journal of Management Sociology & Humanities, 3(1), Article A1014348. https://doi.org/10.32804/irjmsh
Goel, P. (2016). Corporate world and gender discrimination. International Journal of Trends in Commerce and Economics, 3(6). Adhunik Institute of Productivity Management and Research, Ghaziabad.
Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. https://rjpn.org/ijcspub/papers/IJCSP20B1006.pdf
“Effective Strategies for Building Parallel and Distributed Systems”, International Journal of Novel Research and Development, ISSN:2456-4184, Vol.5, Issue 1, page no.23-42, January-2020. http://www.ijnrd.org/papers/IJNRD2001005.pdf
“Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions”, International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 9, page no.96-108, September-2020, https://www.jetir.org/papers/JETIR2009478.pdf
Venkata Ramanaiah Chintha, Priyanshi, Prof.(Dr) Sangeet Vashishtha, “5G Networks: Optimization of Massive MIMO”, IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.389-406, February-2020. (http://www.ijrar.org/IJRAR19S1815.pdf )
Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491 https://www.ijrar.org/papers/IJRAR19D5684.pdf
Sumit Shekhar, SHALU JAIN, DR. POORNIMA TYAGI, “Advanced Strategies for Cloud Security and Compliance: A Comparative Study”, IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.396-407, January 2020. (http://www.ijrar.org/IJRAR19S1816.pdf )
“Comparative Analysis OF GRPC VS. ZeroMQ for Fast Communication”, International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 2, page no.937-951, February-2020. (http://www.jetir.org/papers/JETIR2002540.pdf )
Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. https://rjpn.org/ijcspub/papers/IJCSP20B1006.pdf
“Effective Strategies for Building Parallel and Distributed Systems”. International Journal of Novel Research and Development, Vol.5, Issue 1, page no.23-42, January 2020. http://www.ijnrd.org/papers/IJNRD2001005.pdf
Antara, E. F., Khan, S., & Goel, O. (2021). Automated monitoring and failover mechanisms in AWS: Benefits and implementation. International Journal of Computer Science and Programming, 11(3), 44-54. rjpn ijcspub/viewpaperforall.php?paper=IJCSP21C1005
Antara, F. (2021). Migrating SQL Servers to AWS RDS: Ensuring High Availability and Performance. TIJER, 8(8), a5-a18. Tijer
Bipin Gajbhiye, Prof.(Dr.) Arpit Jain, Er. Om Goel. (2021). “Integrating AI-Based Security into CI/CD Pipelines.” International Journal of Creative Research Thoughts (IJCRT), 9(4), 6203-6215. Available at: http://www.ijcrt.org/papers/IJCRT2104743.pdf
Aravind Ayyagiri, Prof.(Dr.) Punit Goel, Prachi Verma. (2021). “Exploring Microservices Design Patterns and Their Impact on Scalability.” International Journal of Creative Research Thoughts (IJCRT), 9(8), e532-e551. Available at: http://www.ijcrt.org/papers/IJCRT2108514.pdf
Voola, Pramod Kumar, Krishna Gangu, Pandi Kirupa Gopalakrishna, Punit Goel, and Arpit Jain. 2021. “AI-Driven Predictive Models in Healthcare: Reducing Time-to-Market for Clinical Applications.” International Journal of Progressive Research in Engineering Management and Science 1(2):118-129. doi:10.58257/IJPREMS11.
ABHISHEK TANGUDU, Dr. Yogesh Kumar Agarwal, PROF.(DR.) PUNIT GOEL, “Optimizing Salesforce Implementation for Enhanced Decision-Making and Business Performance”, International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 10, pp.d814-d832, October 2021, Available at: http://www.ijcrt.org/papers/IJCRT2110460.pdf
Voola, Pramod Kumar, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, S P Singh, and Om Goel. 2021. “Conflict Management in Cross-Functional Tech Teams: Best Practices and Lessons Learned from the Healthcare Sector.” International Research Journal of Modernization in Engineering Technology and Science 3(11). DOI: https://www.doi.org/10.56726/IRJMETS16992.
Joshi, Archit, Pattabi Rama Rao Thumati, Pavan Kanchi, Raghav Agarwal, Om Goel, and Dr. Alok Gupta. 2021. “Building Scalable Android Frameworks for Interactive Messaging.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):49. Retrieved from www.ijrmeet.org.
Joshi, Archit, Shreyas Mahimkar, Sumit Shekhar, Om Goel, Arpit Jain, and Aman Shrivastav. 2021. “Deep Linking and User Engagement Enhancing Mobile App Features.” International Research Journal of Modernization in Engineering, Technology, and Science 3(11): Article 1624. doi:10.56726/IRJMETS17273.
Tirupati, Krishna Kishor, Raja Kumar Kolli, Shanmukha Eeti, Punit Goel, Arpit Jain, and S. P. Singh. 2021. “Enhancing System Efficiency Through PowerShell and Bash Scripting in Azure Environments.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):77. Retrieved from https://www.ijrmeet.org.
Tirupati, Krishna Kishor, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Prof. Dr. Punit Goel, Vikhyat Gupta, and Er. Aman Shrivastav. 2021. “Cloud Based Predictive Modeling for Business Applications Using Azure.” International Research Journal of Modernization in Engineering, Technology and Science 3(11):1575. https://www.doi.org/10.56726/IRJMETS17271.
Nadukuru, Sivaprasad, Dr S P Singh, Shalu Jain, Om Goel, and Raghav Agarwal. 2021. “Integration of SAP Modules for Efficient Logistics and Materials Management.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):96. Retrieved (https://www.ijrmeet.org).
Nadukuru, Sivaprasad, Fnu Antara, Pronoy Chopra, A. Renuka, Om Goel, and Er. Aman Shrivastav. 2021. “Agile Methodologies in Global SAP Implementations: A Case Study Approach.” International Research Journal of Modernization in Engineering Technology and Science 3(11). DOI: https://www.doi.org/10.56726/IRJMETS17272.
Khair, Md Abul, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, Shalu Jain, and Raghav Agarwal. 2022. “Optimizing Oracle HCM Cloud Implementations for Global Organizations.” International Journal for Research Publication & Seminar 13(5):372. https://doi.org/10.36676/jrps.v13.i5.1508.
Arulkumaran, Rahul, Sowmith Daram, Aditya Mehra, Shalu Jain, and Raghav Agarwal. 2022. “Intelligent Capital Allocation Frameworks in Decentralized Finance.” International Journal of Creative Research Thoughts (IJCRT) 10(12):669. ISSN: 2320-2882.
“Agarwal, Nishit, Rikab Gunj, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. “Self-Supervised Learning for EEG Artifact Detection.” International Journal of Creative Research Thoughts 10(12).p. Retrieved from https://www.ijcrt.org/IJCRT2212667.”
Murali Mohana Krishna Dandu, Venudhar Rao Hajari, Jaswanth Alahari, Om Goel, Prof. (Dr.) Arpit Jain, & Dr. Alok Gupta. (2022). Enhancing Ecommerce Recommenders with Dual Transformer Models. International Journal for Research Publication and Seminar, 13(5), 468–506. https://doi.org/10.36676/jrps.v13.i5.1526.
Agarwal, N., Daram, S., Mehra, A., Goel, O., & Jain, S. (2022). Machine learning for muscle dynamics in spinal cord rehab. International Journal of Computer Science and Engineering (IJCSE), 11(2), 147–178. © IASET. https://www.iaset.us/archives?jname=14_2&year=2022&submit=Search.
Voola, Pramod Kumar, Sowmith Daram, Aditya Mehra, Om Goel, and Shubham Jain. 2023. “Data Streaming Pipelines in Life Sciences: Improving Data Integrity and Compliance in Clinical Trials.” Innovative Research Thoughts 9(5):231. DOI: https://doi.org/10.36676/irt.v9.i5.1485.
Pagidi, Ravi Kiran, Phanindra Kumar Kankanampati, Rajas Paresh Kshirsagar, Raghav Agarwal, Shalu Jain, and Aayush Jain. 2023. “Implementing Advanced Analytics for Real-Time Decision Making in Enterprise Systems.” International Journal of Electronics and Communication Engineering (IJECE)
Tangudu, A., Chhapola, A., & Jain, S. (2023). Integrating Salesforce with third-party platforms: Challenges and best practices. International Journal for Research Publication & Seminar, 14(4), 229. https://doi.org/10.36676/jrps.v14.i4.1478
Kshirsagar, Rajas Paresh, Venudhar Rao Hajari, Abhishek Tangudu, Raghav Agarwal, Shalu Jain, and Aayush Jain. 2023. “Improving Media Buying Cycles Through Advanced Data Analytics.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 3(12):542–558. Retrieved (https://www.ijprems.com).
Gannamneni, Nanda Kishore, Pramod Kumar Voola, Amit Mangal, Punit Goel, and S. P. Singh. 2023. “Implementing SAP S/4 HANA Credit Management: A Roadmap for Financial and Sales Teams.” International Research Journal of Modernization in Engineering Technology and Science 5(11). DOI: https://www.doi.org/10.56726/IRJMETS46857.
Voola, Pramod Kumar, Srikanthudu Avancha, Bipin Gajbhiye, Om Goel, and Ujjawal Jain. 2023. “Automation in Mobile Testing: Techniques and Strategies for Faster, More Accurate Testing in Healthcare Applications.” Shodh Sagar® Universal Research Reports 10(4):420. https://doi.org/10.36676/urr.v10.i4.1356.
Tangudu, Abhishek, Akshun Chhapola, and Shalu Jain. 2023. “Enhancing Salesforce Development Productivity through Accelerator Packages.” International Journal of Computer Science and Engineering 12(2):73–88. https://drive.google.com/file/d/1i9wxoxoda_pdI1Op0yVa_6uQ2Agmn3Xz/view
Salunkhe, Vishwasrao, Dheerender Thakur, Kodamasimham Krishna, Om Goel, and Arpit Jain. 2023. “Optimizing Cloud-Based Clinical Platforms: Best Practices for HIPAA and HITRUST Compliance.” Innovative Research Thoughts 9(5):247–247. DOI: https://doi.org/10.36676/irt.v9.i5.1486.
Salunkhe, Vishwasrao, Shreyas Mahimkar, Sumit Shekhar, Prof. (Dr.) Arpit Jain, and Prof. (Dr.) Punit Goel. 2023. “The Role of IoT in Connected Health: Improving Patient Monitoring and Engagement in Kidney Dialysis.” SHODH SAGAR® Universal Research Reports 10(4):437. DOI: https://doi.org/10.36676/urr.v10.i4.1357.
- FNU Antara, & ER. Pandi Kirupa Gopalakrishna Pandian. (2024). Network security measures in cloud infrastructure: A comprehensive study. International Journal of Innovative Research in Technology, 9(3), 916-925. ijirt Article?manuscript=167450
Kolli, R. K., Pandey, D. P., & Goel, E. O. (2024). Complex load balancing in multi-regional networks. International Journal of Network Technology and Innovation, 2(1), a19-a29. rjpn ijnti/viewpaperforall.php?paper=IJNTI2401004
Nadukuru, Sivaprasad, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Punit Goel, Vikhyat Gupta, and Om Goel. 2023. “SAP Pricing Procedures Configuration and Optimization Strategies.” International Journal of Progressive Research in Engineering Management and Science 3(12):428–443. doi: https://www.doi.org/10.58257/IJPREMS32370.
Pagidi, Ravi Kiran, Shashwat Agrawal, Swetha Singiri, Akshun Chhapola, Om Goel, and Shalu Jain. 2023. “Real-Time Data Processing with Azure Event Hub and Streaming Analytics.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
Antara, E. F. N., Khan, S., & Goel, O. (2023). Workflow management automation: Ansible vs. Terraform. Journal of Emerging Technologies and Network Research, 1(8), a1-a11.
Swetha, S., Goel, O., & Khan, S. (2023). “Integrating data for strategic business intelligence to enhance data analytics.” Journal of Emerging Trends and Novel Research, 1(3), a23-a34. https://rjpn.org/jetnr/viewpaperforall.php?paper=JETNR2303003
Arulkumaran, Rahul, Dignesh Kumar Khatri, Viharika Bhimanapati, Lagan Goel, and Om Goel. 2023. “Predictive Analytics in Industrial Processes Using LSTM Networks.” Shodh Sagar® Universal Research Reports 10(4):512. https://doi.org/10.36676/urr.v10.i4.1361.
Kankanampati, Phanindra Kumar, Vishwasrao Salunkhe, Pronoy Chopra, Er. Aman Shrivastav, Prof. (Dr) Punit Goel, and Om Goel. 2023. “Ensuring Compliance in Global Procurement with Third Party Tax Solutions Integration.” International Journal of Progressive Research in Engineering Management and Science 3(12):488-505. doi: https://www.doi.org/10.58257/IJPREMS32319.
Pagidi, Ravi Kiran, Jaswanth Alahari, Aravind Ayyagiri, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. “Building Business Intelligence Dashboards with Power BI and Snowflake.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS) 3(12):523-541. DOI: https://www.doi.org/10.58257/IJPREMS32316.
Kshirsagar, Rajas Paresh, Vishwasrao Salunkhe, Pronoy Chopra, Aman Shrivastav, Punit Goel, and Om Goel. 2023. “Enhancing Self-Service Ad Platforms with Homegrown Ad Stacks: A Case Study.” International Journal of General Engineering and Technology 12(2):1–24.
Kankanampati, Phanindra Kumar, Santhosh Vijayabaskar, Bipin Gajbhiye, Om Goel, Arpit Jain, and Punit Goel. 2023. “Optimizing Spend Management with SAP Ariba and S4 HANA Integration.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
Sivaprasad Nadukuru, Dr S P Singh, Shalu Jain, Om Goel, & Raghav Agarwal. (2023). Implementing SAP Hybris for E commerce Solutions in Global Enterprises. Universal Research Reports, 10(2), 639–675. https://doi.org/10.36676/urr.v10.i2.1374.
Vadlamani, Satish, Jaswanth Alahari, Aravind Ayyagiri, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. “Optimizing Data Integration Across Disparate Systems with Alteryx and Informatica.” International Journal of General Engineering and Technology 12(2):1–24.
Gannamneni, Nanda Kishore, Siddhey Mahadik, Shanmukha Eeti, Om Goesssl, Shalu Jain, and Raghav Agarwal. 2023. “Leveraging SAP GTS for Compliance Management in Global Trade Operations.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
Dave, Arth, Jaswanth Alahari, Aravind Ayyagiri, Punit Goel, Arpit Jain, and Aman Shrivastav. 2023. “Privacy Concerns and Solutions in Personalized Advertising on Digital Platforms.” International Journal of General Engineering and Technology 12(2):1–24. IASET. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
Saoji, Mahika. 2023. “The Gut-Brain Connection and Neurodegenerative Diseases: Rethinking Treatment Options.” International Journal of General Engineering and Technology (IJGET) 12(2):1–24.
Khair, Md Abul, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Shubham Jain, and Shalu Jain. 2024. “Leveraging Oracle HCM for Enhanced Employee Engagement.” Shodh Sagar Darpan International Research Analysis 12(3):456. DOI: http://doi.org/10.36676/dira.v12.i3.101.
Arulkumaran, Rahul, Fnu Antara, Pronoy Chopra, Om Goel, and Arpit Jain. 2024. “Blockchain Analytics for Enhanced Security in DeFi Platforms.” Shodh Sagar®Darpan International Research Analysis 12(3):475. https://dira.shodhsagar.com.
Antara, F. F., Renuka, A., & Pandian, P. K. G. (2024). Advanced cloud automation workflows for CI/CD pipelines: Tools and techniques. International Journal of Novel Trends and Innovation, 2(5), 1–X.
Kolli, R. K., Priyanshi, E., & Gupta, S. (2024). Palo Alto Firewalls: Security in Enterprise Networks. International Journal of Engineering Development and Research, 12(3), 1-13.
Tangudu, A., Jain, S., & Aggarwal, A. (2024). Best Practices for Ensuring Salesforce Application Security and Compliance. Journal of Quantum Science and Technology, 1(2), 88–101. https://doi.org/10.36676/jqst.v1.i2.18
Voola, Pramod Kumar, Aravind Ayyagiri, Aravindsundeep Musunuri, Anshika Aggarwal, and Shalu Jain. 2024. “Leveraging GenAI for Clinical Data Analysis: Applications and Challenges in Real-Time Patient Monitoring.” Modern Dynamics: Mathematical Progressions 1(2):204. doi: https://doi.org/10.36676/mdmp.v1.i2.21.
Raja Kumar Kolli, Shalu Jain, Dr. Poornima Tyagi, “High-Availability Data Centers: F5 vs. A10 Load Balancer”, International Journal of Creative Research Thoughts (IJCRT), Volume.12, Issue 4, pp.r342-r355, April 2024.
“Recursive DNS Implementation in Large Networks”, International Journal of Novel Research and Development, Vol.9, Issue 3, pp.g731-g741, March 2024.
“ASA and SRX Firewalls: Complex Architectures”, International Journal of Emerging Technologies and Innovative Research, Vol.11, Issue 7, pp.i421-i430, July 2024.
AJA KUMAR KOLLI, PROF.(DR.) PUNIT GOEL, A RENUKA, “Proactive Network Monitoring with Advanced Tools”, International Journal of Research and Analytical Reviews (IJRAR), Volume.11, Issue 3, pp.457-469, August 2024.
Exploring Whole-Head Magnetoencephalography Systems for Brain Imaging. (May 2024). International Journal of Emerging Technologies and Innovative Research, 11(5), pp.q327-q346. Available at: http://www.jetir/JETIR2405H42.pdf
Gajbhiye, B., Jain, S., & Chhapola, A. (2024). “Secure SDLC: Incorporating Blockchain for Enhanced Security.” Scientific Journal of Metaverse and Blockchain Technology, 2(2), 97-110. https://doi.org/10.36676/sjmbt.v2.i2.40
Ayyagiri, Aravind, Om Goel, and Shalu Jain. (2024). “Innovative Approaches to Full-Text Search with Solr and Lucene.” SHODH SAGAR® Innovative Research Thoughts, 10(3), 144. https://doi.org/10.36676/irt.v10.i3.1473
Eeti, E. S., Renuka, A., & Pandian, E. P. K. G. (2024). Preparing data for machine learning with cloud infrastructure: Methods and challenges. International Journal of Innovative Research in Technology, 9(8), pp.923-929. Available at: http://www.ijirt/Article?manuscript=167453
Best Practices for Using Llama 2 Chat LLM with SageMaker: A Comparative Study. (June 2024). International Journal of Novel Research and Development, 9(6), pp.f121-f139. Available at: http://www.ijnrd/IJNRD2406503.pdf
Chopra, E., Jain, P. (Dr.), & Goel, O. (2024). Developing distributed control systems for neuroscience research: Methods and applications. International Journal of Network Technology and Innovations, 2(6), a212-a241. Available at: http://www.rjpn/ijnti/viewpaperforall.php?paper=IJNTI2406027
Mahadik, Siddhey, Dasaiah Pakanati, Harshita Cherukuri, Shubham Jain, and Shalu Jain. 2024. “Cross-Functional Team Management in Product Development.” Modern Dynamics: Mathematical Progressions 1(2):24. https://doi.org/10.36676/mdmp.v1.i2.24.
Khair, Md Abul, Pattabi Rama Rao Thumati, Pavan Kanchi, Ujjawal Jain, and Prof. (Dr.) Punit Goel. 2024. “Integration of Oracle HCM with Third-Party Tools.” Modern Dynamics: Mathematical Progressions 1(2):25. Retrieved (http://mathematics.moderndynamics.in). doi: https://doi.org/10.36676/mdmp.v1.i2.25.
Chopra, E. P., Khan, D. S., Goel, E. O., Antara, E. F., & Pandian, E. P. K. G. (2024). Enhancing real-time data processing for neuroscience with AWS: Challenges and solutions. International Journal of Innovative Research in Technology, 9(10), pp.1057-1067. Available at: http://www.ijirt/Article?manuscript=167454
Vanitha Sivasankaran Balasubramaniam, Vishwasrao Salunkhe, Shashwat Agrawal, Prof.(Dr) Punit Goel, Vikhyat Gupta, & Dr. Alok Gupta. (2024). Optimizing Cross-Functional Team Collaboration in IT Project Management. Darpan International Research Analysis, 12(1), 140–179. https://doi.org/10.36676/dira.v12.i1.110.
Gajbhiye, Bipin, Punit Goel, and Ujjawal Jain. (2024). “Security Awareness Programs: Gamification and Interactive Learning.” International Journal of Computer Science and Engineering, 13(1), 59–76. https://drive.google.com/file/d/1roZrI21gxtEBqm_tjqgfksYlOrsyreAg/view
Joshi, Archit, Siddhey Mahadik, Md Abul Khair, Om Goel, & Prof.(Dr.) Arpit Jain. (2024). “Leveraging System Browsers for Enhanced Mobile Ad Conversions.” Darpan International Research Analysis, 12(1), 180–206. doi:10.36676/dira.v12.i1.111.
Tangudu, A., Goel, P., & Renuka, A. (2024). Migrating legacy Salesforce components to Lightning: A comprehensive guide. SHODH SAGAR Darpan International Research Analysis, 12(2), 155. https://doi.org/10.36676/dira.v12.i2.76