ICETETI-2024 | View PDF
Paper Id:ICETETI-MSM118
doi: 10.71141/30485037/ICETETI-MSM118

Cost-Effectiveness of Cloud Migration for Mainframe Modernization: A Comparative Study of Major Cloud Providers

Sophia Walker, Muhammadu Sathik Raja Sathik Raja M.S

Citation:
Sophia Walker, Muhammadu Sathik Raja Sathik Raja M.S, "Cost-Effectiveness of Cloud Migration for Mainframe Modernization: A Comparative Study of Major Cloud Providers" International Journal of Multidisciplinary on Science and Management, pp. 153-159, 2024.

Abstract:
Mainframe modernization through cloud migration has emerged as a crucial strategy for organizations seeking to enhance efficiency, scalability, and cost-effectiveness. This paper provides a comprehensive comparative study of major cloud providers, analyzing the cost-effectiveness of migrating from legacy mainframe systems to cloud-based solutions. The study evaluates Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) based on various parameters, including infrastructure costs, operational expenses, performance improvements, security, compliance, and return on investment (ROI). The research employs quantitative and qualitative methodologies, incorporating case studies, costbenefit analyses, and industry best practices. The findings indicate that while cloud migration reduces longterm operational costs, the choice of a cloud provider significantly influences the overall benefits. This study provides valuable insights for enterprises considering mainframe modernization strategies.

Keywords: Cloud Migration, Mainframe Modernization, Cost-Effectiveness, Aws, Azure, Google Cloud, Roi, Performance Optimization, Cloud Computing, Digital Transformation.

References:
1. 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
2. Anusha Medavaka, “An Overview of Security Mechanisms Towards Different Types of Attacks” in “International Journal of Scientific Research in Science and Technology”, Vol. 4, Issue No. 10, October-2018 [ISSN : 2395-602X]
3. Gartner, Inc. (2023). Magic Quadrant for Cloud Infrastructure and Platform Services.
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. Krebs, R. S., & Harris, S. (2019). Mainframe Modernization: A Practical Approach to Transformation. Springer.
6. Chintala, Suman. (2024). Emotion AI in Business Intelligence: Understanding Customer Sentiments and Behaviors. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND MATHEMATICAL THEORY E-ISSN. 06. 8.
7. Amazon Web Services (2020). Cloud Adoption Framework for Mainframe Migration. Amazon Web Services.
8. Microsoft Azure (2022). Azure Cloud Migration: Mainframe Modernization.
9. Choudhary, V., & Rattan, P. (2018). A survey on mainframe to cloud migration. International Journal of Cloud Computing and Services Science, 7(4), 248-260.
10. Suman Chintala, "Strategic Forecasting: AI-Powered BI Techniques", International Journal of Science and Research (IJSR), Volume 13 Issue 8, August 2024, pp. 557-563, https://www.ijsr.net/getabstract.php?paperid=SR24803092145, DOI: https://www.doi.org/10.21275/SR24803092145
11. Google Cloud (2021). Modernizing Mainframe Applications on Google Cloud. Google Cloud Platform.
12. Suman Chintala, "Harnessing AI and BI for Smart Cities: Transforming Urban Life with Data Driven Solutions", International Journal of Science and Research (IJSR), Volume 13 Issue 9, September 2024, pp. 337-342, https://www.ijsr.net/getabstract.php?paperid=SR24902235715, DOI: https://www.doi.org/10.21275/SR24902235715
13. Hofmann, P., & Chavez, J. (2020). Cost-benefit analysis in cloud computing: A practical approach to cloud service selection. International Journal of Information Technology and Management, 19(2), 135-150.
14. Suvvari, S. K. (2024). Ensuring security and compliance in agile cloud infrastructure projects. International Journal of Computing and Engineering, 6(4), 54–73. https://doi.org/10.47941/ijce.2222
15. IDC (2021). Worldwide Public Cloud Services Spending Guide.
16. 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.
17. Forrester Research (2020). The Total Economic Impact™ of AWS Mainframe Modernization. Forrester Consulting.
18. S. K. Suvvari, "Managing project scope creep: Strategies for containing changes," Innov. Res. Thoughts, vol. 8, no. 4, pp. 360–371, 2022.
19. Sudheer Amgothu, Giridhar Kankanala, 2024. Adoption of Source Control Systems in the Software Industry, ESP Journal of Engineering & Technology Advancements 4(1): 122-125.
20. Kanagarla Krishna Prasanth Brahmaji, (2024). Integrating AI-Driven Healthcare Solutions: Bridging Technical Advancement and Ethical Governance in Modern Medicine. International Journal of Research in Computer Applications and Information Technology, 7(2), 890–900. https://iaeme.com/MasterAdmin/Journal_uploads/IJRCAIT/VOLUME_7_ISSUE_2/IJRCAIT_07_02_070.pdf
21. 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
22. Integrating Social Determinants of Health into Predictive Models: Assessing How Dremio Can Aggregate Diverse Data Sources to Enhance Predictive Modeling in Healthcare - Saurabh Gupta - IJFMR Volume 6, Issue 3, May-June 2024. DOI 10.36948/ijfmr.2024.v06i03.29755.
23. 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.
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. 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
26. Dhameliya, N. (2022). Power Electronics Innovations: Improving Efficiency and Sustainability in Energy Systems. Asia Pacific Journal of Energy and Environment, 9(2), 71-80.
27. Git branching and release strategies - Priyanka Gowda Ashwath Narayana Gowda - IJIRMPS Volume 10, Issue 5, September-October 2022. DOI 10.5281/zenodo.14221771
28. Priyanka Gowda Ashwath Narayana Gowda, "Migrating Banking Applications to the Cloud: Strategies and Best Practices", Journal of Scientific and Engineering Research, 2021, 8(12): 144-151.
29. Chintale, P., Korada, L., Ranjan, P., & Malviya, R. K. (2019). Adopting Infrastructure as Code (IaC) for Efficient Financial Cloud Management. ISSN: 2096-3246, 51(04).
30. Anusha Medavaka, Siripuri Kiran, “Implementation of dynamic handover reduce function algorithm towards optimizing the result in reduce function” in “International Journal of Academic Research and Development”, Vol. 4, Issue No. 4, July-2019 [ISSN : 2455-4197]
31. Chintale, P., Korada, L., Ranjan, P., Malviya, R. K., & Perumal, A. P. (2021). The Impact of Covid-19 on Cloud Service Demand and Pricing in the Fintech Industry. Journal of Harbin Engineering University, 42(7).
32. Karthik Hosavaranchi Puttaraju, "A Roadmap for Business Model and Capability Transformation in the Digital Age: Strategies for Success", International Journal of Business Quantitative Economics and Applied Management Research, Volume-7, Issue-7, 2023.
33. 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.
34. Karthik Hosavaranchi Puttaraju, "Accelerating Innovation Through Data-Enabled Agile Stage-Gate Processes: Implications For Business Strategy And Execution", International Journal of Core Engineering & Management, Volume-7, Issue-11, 2024.
35. 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.
36. Palakurti, N. R. (2024). Challenges and Future Directions in Anomaly Detection. In Practical Applications of Data Processing, Algorithms, and Modeling (pp. 269-284). IGI Global.
37. Aparna K Bhat, Rajeshwari Hegde, 2014. “Comprehensive Analysis of Acoustic Echo Cancellation Algorithms on DSP Processor”, International Journal of Advance Computational Engineering and Networking (IJACEN), volume 2, Issue 9, pp.6-11.
38. Bhat, V. Gojanur, and R. Hegde. 2015. “4G protocol and architecture for BYOD over Cloud Computing”. In Communications and Signal Processing (ICCSP), 2015 International Conference on. 0308-0313.
39. 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/.
40. 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.
41. Chanthati, Sasibhushan Roa. (2021). A segmented approach to encouragement of entrepreneurship using data science. World Journal of Advanced Engineering Technology and Science. https://doi.org/10.30574/wjaets.2024.12.2.0330.
42. Chanthati, Sasibhushan Rao. (2022). A Centralized Approach To Reducing Burnouts In The It Industry Using Work Pattern Monitoring Using Artificial Intelligenc. International Journal on Soft Computing Artificial Intelligence and Applications. Sasibhushan Rao Chanthati. Volume-10, Issue-1, PP 64-69.
43. 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
44. Anusha Medavaka,“K-Means Clustering Algorithm to Search into the Documents Containing Natural Language” in “International Journal of Scientific Research in Science and Technology”, Vol. 3, Issue No. 8, Dec-2017[ISSN : 2395-602X]
45. Sainath Muvva (2023). Standardizing Open Table Formats for Big Data Analysis: Implications for Machine Learning and AI Applications. Journal of Artificial Intelligence & Cloud Computing. SRC/JAICC-E241. DOI: doi.org/10.47363/JAICC/2023(2)E241
46. 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
47. 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
48. 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
49. 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
50. Venkata Sathya Kumar Koppisetti, "Automation of Triangulation, Inter-Company, or Intra-Company Procurement in SAP SCM," International Journal of Computer Trends and Technology, vol. 71, no. 9, pp. 7-14, 2023. Crossref, https://doi.org/10.14445/22312803/IJCTT-V71I9P102
51. Venkata Sathya Kumar Koppisetti, 2024. "The Role of Explainable AI in Building Trustworthy Machine Learning Systems", ESP International Journal of Advancements in Science & Technology (ESP-IJAST), Volume 2, Issue 2: 16-21.
52. Sainath Muvva, “DataMesh: A Decentralized Approach to Big Data and AI/ML Management”, Internaitonal Journal of Scientific Research in Engineering and Management, Volume: 08 Issue: 01 | Jan – 2024.
53. Kushal Walia, 2024. "Accelerating AI and Machine Learning in the Cloud: The Role of Semiconductor Technologies", ESP International Journal of Advancements in Computational Technology (ESP-IJACT), Volume 2, Issue 2: 34-41. | Google Scholar
54. 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.
55. Arnab Dey, "Innovative Approach to Mitigate Man-in-the-Middle Attacks i Secure Communication Channels", International Journal of Science and Research (IJSR), Volume 11 Issue 8, August 2022, pp. 1497-1500. https://www.ijsr.net/getabstract.php?paperid=SR24320191712
56. 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
57. Shreyaskumar Patel "Performance Analysis of Acoustic Echo Cancellation using Adaptive Filter Algorithms with Rician Fading Channel" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-2, February 2022, pp.1541-1547, URL: https://www.ijtsrd.com/papers/ijtsrd49144.pdf
58. 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
59. Thapliyal, P. S. Bhagavathi, T. Arunan and D. D. Rao, "Realizing Zones Using UPnP," 2009 6th IEEE Consumer Communications and Networking Conference, Las Vegas, NV, USA, 2009, pp. 1-5, doi: 10.1109/CCNC.2009.4784867.
60. Anusha Medavaka,“A REVIEW ONDISPLAYING KNOWLEDGE INTO THE UNLIMITED WORLDVIEW OF BIGDATA” in “International Journal of Research and Analytical Reviews”, Vol. 6, Issue No. 2, May-2019 [ISSN : 2348 –1269]
61. Chandrakanth Lekkala (2023) Deploying and Managing Containerized Data Workloads on Amazon EKS. Journal of Artificial Intelligence & Cloud Computing. SRC/JAICC-342. DOI: doi.org/10.47363/JAICC/2023 (2)324.
62. Anusha Medavaka,P. Shireesha, “A Survey on TraffiCop Android Application” in “Journal of Advances in Science and Technology”, Vol. 14, Issue No. 2, September-2017 [ISSN : 2230-9659]
63. Chandrakanth Lekkala 2022. “Automating Infrastructure Management with Terraform: Strategies and Impact on Business Efficiency”, European Journal of Advances in Engineering and Technology, 2022, 9(11): 82-88.
64. Anusha Medavaka,“Enhanced Classification Framework on SocialNetworks” in “Journal of Advances in Science and Technology”, Vol. IX, Issue No. XIX, May-2015 [ISSN : 2230-9659]
65. Dixit, A., Wazarkar, K. and Sabnis, A.S., 2021. Antimicrobial uv curable wood coatings based on citric acid. Pigment & Resin Technology, 50(6), pp.533-544.
66. Dixit, A.S., Nagula, K.N., Patwardhan, A.V. and Pandit, A.B., 2020. Alternative and remunerative solid culture media for pigment-producing serratia marcescens NCIM 5246. J Text Assoc, 81(2), pp.99-103.
67. Sainath Muvva, 2021. "Cloud-Native Data Engineering: Leveraging Scalable, Resilient, and Efficient Pipelines for the Future of Data", ESP Journal of Engineering & Technology Advancements 1(2): 287-292.
68. 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
69. Bodapati, J.D., Veeranjaneyulu, N. & Yenduri, L.K. A Comprehensive Multi-modal Approach for Enhanced Product Recommendations Based on Customer Habits. J. Inst. Eng. India Ser. B (2024). https://doi.org/10.1007/s40031-024-01064-5
70. 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
71. 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.
72. 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.
73. 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
74. Muthukumaran Vaithianathan, "Digital Signal Processing for Noise Suppression in Voice Signals", IJCSPUB - INTERNATIONAL JOURNAL OF CURRENT SCIENCE (www.IJCSPUB.org), ISSN: 2250-1770, Vol.14, Issue 2, page no.72-80, April-2024, Available: https://rjpn.org/IJCSPUB/papers/IJCSP24B1010.pdf
75. 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
76. 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.
77. 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.
78. Anusha Medavaka,“Enhanced Classification Framework on SocialNetworks” in “Journal of Advances in Science and Technology”, Vol. IX, Issue No. XIX, May-2015 [ISSN : 2230-9659]
79. Anusha Medavaka, P. Shireesha, “Review on Secure Routing Protocols in MANETs” in “International Journal of Information Technology and Management”, Vol. VIII, Issue No. XII, May-2015 [ISSN : 2249-4510]
80. Anusha Medavaka,P. Shireesha, “Optimal framework to Wireless RechargeableSensor Network based Joint Spatial of theMobile Node” in “Journal of Advances in Science and Technology”, Vol. XI, Issue No. XXII, May2016 [ISSN : 2230-9659
81. Anusha Medavaka,P. Shireesha, “Optimal framework to Wireless RechargeableSensor Network based Joint Spatial of theMobile Node” in “Journal of Advances in Science and Technology”, Vol. XI, Issue No. XXII, May2016 [ISSN : 2230-9659]
82. Anusha Medavaka, "Algorithm Feasibility on IoT Devices with Memory and Computational Power Constraints", International Journal of Science and Research (IJSR), Volume 8, Issue 5, May 2019[ISSN : 2319-7064]
83. Anusha Medavaka,“Monitoring and Controlling Local AreaNetwork Using Android APP” in “International Journal of Research”, Vol. 7, Issue No. IV, April-2018 [ISSN : 2236-6124]
84. Anusha Medavaka, P. Shireesha, “Analysis and Usage of Spam Detection Methodin Mail Filtering System” in “International Journal of Information Technology and Management”, Vol. 12, Issue No. 1, February-2017 [ISSN : 2249-4510]
85. Anusha Medavaka,“Identification of Security Threats and Proposed Security Mechanisms for Wireless Sensor Networks” in “International Journal of Scientific Research in Computer Science, Engineering and Information Technology”, Vol. 5, Issue No. 3, May-2019 [ISSN : 2456-3307]
86. Anusha Medavaka, "Programmable Big Data Processing Framework toReduce On-Chip Communicationsand Computations Towards Reducing Energyof the Processing" in “International Journal of Advanced Research in Computer and Communication Engineering”, Volume 8, Issue 4, April 2019, [ISSN : 2278-1021]
87. Anusha Medavaka,“A study on the process of hiding protective information from the big data processing databases” in “International journal of basic and applied research”, Vol. 9, Issue No. 6, June-2019[ISSN : 2278-0505]
88. Anusha Medavaka,“A Comprehensive Study on Characteristics of Big Data and the Platform Used in Big Data” in “International Journal for Scientific Research & Development”, Vol. 7, Issue No. 3, May-2019 [ISSN : 2321-0613]
89. 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.
90. Sateesh Reddy Adavelli, "Re-Envisioning P&C Insurance Claims Processing: How AI is Making Claims Faster, Fairer, and More Transparent", International Journal of Innovative Research in Computer and Communication Engineering, Volume 12, Issue 3, March 2024.