Continuous Derivatives Compliance in the Cloud
Keywords:
Low Latency Computing, Derivatives Market Infrastructure, Cloud Native Architecture, Microservices Decomposition, Service Mesh Design, Latency Sensitive Workloads, Real Time Trading Systems, Elastic Compute Scaling, Pay Per Use Resource Optimization, Load Balancing Across Availability Zones, Cloud Resilience Engineering, Operational Resilience Risk, Outsourcing Risk Appetite, Intelligent Service Brokerage, High Availability Architectures, Cloud Based Market Systems, Performance Optimized Computing Models, Financial Market Infrastructure Modernization, Scalable Trading Platforms, Resilient Cloud Ecosystems.Abstract
The growing demand for low-latency computing in derivatives markets challenges the traditional approach of deploying monolithic applications on dedicated data center clusters. Cloud-native architectures offer a promising alternative, owing to the flexibility, scalability, and resilience the cloud provides. For latency-sensitive workloads, however, low latency is not merely a requirement to be met — cloud-native design principles can also drive improvements in the underlying computing model itself. These benefits include decomposing monolithic applications into microservices deployed within a service mesh, leveraging on-demand, pay-per-use resources to optimize costs during off-peak traffic, and improving computational efficiency through load balancing across cloud availability zones.
At the same time, the growing operational resilience risks associated with cloud infrastructure — even when architected appropriately — require organizations and their business partners to reconsider their risk appetite for outsourcing critical workloads to the cloud. While insurance can offset losses from isolated incidents, it offers little protection if an outage forces an organization to halt trading for an extended period; in such cases, intelligent failover or brokerage mechanisms are essential to sustaining continuity of service. Examined more closely, these architectural principles not only enable scaling but can also strengthen the underlying efficiency and performance of the models themselves.
References
1. Freij, Å. (2020). Using technology to support financial services regulatory compliance: Current applications and future prospects of RegTech. Journal of Investment Compliance, 21(2/3), 181–190.
2. Kurum, E. (2020). RegTech solutions and AML compliance: What future for financial crime? Journal of Financial Crime, 30(3), 776–794.
3. Banna, H., Ahmad, R., & Hossain, M. (2020). The regulatory technology “RegTech” and money laundering prevention in Islamic and conventional banking industry. Heliyon, 6(10), e04949.
4. MANGALAMPALLI, B. M., KOLLA, S. H., APPA RAO NAGUBANDI, D. R., & SEGIREDDY, A. R. (2025). AN INTELLIGENT, REAL-TIME DIGITAL FABRIC FOR HEALTHCARE AND FINANCIAL ECOSYSTEMS USING AUTONOMOUS LEARNING AND GENERATIVE SYSTEMS. TPM–Testing, Psychometrics, Methodology in Applied Psychology, 32(S9 (2025): Posted 15 December), 3070-3086.
5. Leo, M. (2020). Operational resilience disclosures by banks: Analysis of annual reports. Risks, 8(4), 128.
6. Coelho, R., & Prenio, J. (2020). Covid-19 and operational resilience: Addressing financial institutions’ operational challenges in a pandemic. FSI Briefs, 2.
7. Essuman, D., Boso, N., & Annan, J. (2020). Operational resilience, disruption, and efficiency: Conceptual and empirical analyses. International Journal of Production Economics, 229, 107762.
8. Butler, T., & Brooks, R. (2021). Achieving operational resilience in the financial industry: Insights from complex adaptive systems theory and implications for risk management. Journal of Risk Management in Financial Institutions, 14(4), 395–407.
9. Milkau, U. (2021). Operational resilience as a new concept and extension of operational risk management. Journal of Risk Management in Financial Institutions, 14(4), 408–425.
10. Hallinan, A. (2021). Operational resilience in the financial sector: Evolution and opportunity. Journal of Financial Transformation, 53, 108–115.
11. Berndsen, R. (2021). Fundamental questions on central counterparties: A review of the literature. Journal of Futures Markets, 41(12), 2009–2022.
12. Menkveld, A. J., & Vuillemey, G. (2021). The economics of central clearing. Annual Review of Financial Economics, 13, 153–178.
13. Mangalampalli, B. M., Bandi, V. D. V. K., Kolla, S. K., & Kumar, M. V. K. (2025). Towards Self-Evolving Healthcare Intelligence: Integrating Advanced Learning Systems with Real-Time Clinical Data Pipelines. Cultura: International Journal of Philosophy of Culture and Axiology, 22(12s), 464-486.
14. Eichengreen, B. (2023). Financial regulation in the age of the platform economy. Journal of Banking Regulation, 24, 40–50.
15. Loiacono, G., & Rulli, E. (2022). ResTech: Innovative technologies for crisis resolution. Journal of Banking Regulation, 23, 227–243.
16. Papantoniou, A. A. (2022). Regtech: Steering the regulatory spaceship in the right direction? Journal of Banking and Financial Technology, 6, 1–16.
17. Grassi, L., & Lanfranchi, D. (2022). RegTech in public and private sectors: The nexus between data, technology and regulation. Journal of Industrial and Business Economics, 49, 441–479.
18. Chao, X., Ran, Q., Chen, J., Li, T., Qian, Q., & Ergu, D. (2022). Regulatory technology (Reg-Tech) in financial stability supervision: Taxonomy, key methods, applications and future directions. International Review of Financial Analysis, 80, 102023.
19. Liu, M., Feng, J., & Luo, X. (2022). RegTech: Theory and practice in technology-driven financial regulation. Frontiers of Economics in China, 17(1), 164–187.
20. Anderson-Princen, J. M. (2022). Cloud outsourcing in the financial sector: An assessment of internal governance strategies on a cloud transaction between a bank and a leading cloud service provider. European Business Organization Law Review, 23, 905–936.
21. Brøgger, S. B. (2022). Dynamic risk management and asset comovement. Journal of Empirical Finance, 67, 60–77.
22. Ashore-Onisemo, F., & Unamma, U. M.-L. (2022). Operational resilience in financial services: An integrated risk, control, and analytics framework. Journal of Accounting and Financial Management, 8(8), 139–178.
23. Jeyasingh, B. B. F. (2023). Impact of RegTech on compliance risk due to financial misconduct in the United States banking industry. Digital Economy and Sustainable Development, 1, Article 24.
24. Data Access Technologies and the “New Governance” Techniques of Financial Regulation. (2023). Journal of Financial Regulation, 9(2), 225–248.
25. Charoenwong, B., Kowaleski, Z. T., Kwan, A., & Sutherland, A. G. (2024). RegTech: Technology-driven compliance and its effects on profitability, operations, and market structure. Journal of Financial Economics, 154, 103792.
26. Mangalampalli, B. M., Kolla, S. K., Bandi, V. D. V. K., Yandamuri, U. S., & Rani, P. S. (2025). Designing Intelligent Healthcare Ecosystems through Adaptive Data Integration and Autonomous Learning Systems. Vascular and Endovascular Review, 8(20s), 330-347.
27. Kitani, R., & Nakagawa, H. (2024). Discrepancy between regulations and practice in initial margin calculation. Japan Journal of Industrial and Applied Mathematics, 41, 1567–1592.
28. Sherman, M. G. (2024). Loss sharing in central clearinghouses: Winners and losers. The Review of Asset Pricing Studies, 14(2), 237–273.
29. Wang, S., Asif, M., Shahzad, M. F., & Ashfaq, M. (2024). Data privacy and cybersecurity challenges in the digital transformation of the banking sector. Computers & Security, 147, 104051.
30. Ren, Y.-S., Ma, C., & Wang, Y. (2024). A new financial regulatory framework for digital finance: Inspired by CBDC. Global Finance Journal, 62, 101025.
31. Mangala, N., & Kolla, S. H. (2025). Real-Time Feature Engineering for Streaming AI Workloads Using PySpark and Azure Event Hubs. International Journal of Multidisciplinary Research in Science, Engineering, Technology & Management, 1(6), 93-105.
32. Fanelli, V., Musti, S., & Potì, V. (2025). Modelling the counterparty credit risk of a swap on the spark spread. Annals of Operations Research.
33. Lou, Y.-C., Zhu, Q.-Y., & Liang, C.-J. (2025). Financial technology and firm operational resilience: The roles of supply chain resilience and marketing capability. International Review of Economics & Finance, 104, 104744.
34. El Khoury, R. (2025). RegTech advancements: A comprehensive review of its evolution, challenges, and implications for financial regulation and compliance. Journal of Financial Reporting and Accounting, 23(4), 1450–1485.
