Hello everyone. I'm Rag Ola, senior Cloud architect at Miracle Software Systems. While my core work has been in pharmacy, retail, and food industries today I'm excited to share how those relationship play breakthrough in cloud banking through ours cloud banking algorithm or ECBA. Let's begin with the challenge that inspired ECBA and why secure scalable transactions are more. Critical the digital banking challenge. Growing demands, digital banking has transformed financial services, creating unprecedented pressure on transaction systems. Cloud environments must deliver high performance processing, uncompromising security regularity, comprehensive continuous availability, traditional load balancing falls short round robin. Distributes requests sequentially without considering server capacity or current workload. So leading to uneven utilization, leased connection routes to servers with fewest connections, but ignores processing power and response times common problems. So dynamic workloads cause bottlenecks, uneven resource utilization, and degraded service quality in banking system. Introducing E-C-B-A-E-C-B-A. The Ansible Cloud banking algorithm is a hybrid approach combining weight round robin and adaptive load balancing. It's designed to intelligently manage cloud banking transactions. Let's look at how ECBA works and how it adapts in real time. ECBA monitors, server capacity, transaction types, latency. And throughput. It routes request based on real-time metrics and predictive analytics with AI forecasting and reinforcement learning. ECBA evolves continuously anticipating spikes before they happen. A spotlight is behind ECBA intelligence. It enables fraud detection, predictor routing, conce monitoring, and. Even self-healing in DevSecOps, these capabilities make ECBA, not just a scalable but smart and secure. Let's look at how we validated this research methodology. Python based simulations, we conducted comprehensive testing across various workloads to benchmark performance workload ranges. We tested from thousand two, 10,000 transactions compared agist. Round Robin leased connection and standalone A LB measured response time and throughput and utilization, real world banking transaction patterns, integrated power ly detection to validate system behavior under unexpected load conditions. Future simulations will integrate a models to predict workload spikes and based on historical transaction data. Performance. 8,000 transactions. 8,000 transactions. ECBA achieved the lowest response time, just 15 point milliseconds. That significant efficiency gain, let's see how it performs under heavier load scaling to 5,000 transactions as we scale to 5,000 transactions. ECBA maintained its age. With 36.9 requests per second and 83.3% utilization. This consistency under pressure is what makes ECPA enterprise ready. Let's summarize the key advantages. ECPA ensures fairness, prevents overload, and maintains performance, consistency, even under fluctuating workloads. These strengths are especially critical in secure environment. Let's talk about DevSecOps integration. DevSecOps Integration, ECB operates within DevOps SecOps frameworks to ensure end-to-end encryption for transactions regularity, compliance monitoring, AI power compliance in monitoring, continuously scans for anomalously and regular risks. Audit trial generation a driven. Threat detection identifies suspicious traffic patterns in real time using behavior, analyze, analyzing, and automated risk scoring. So resilience features, so built in capabilities for security operations. So ECB operates within dec DevSecOps Frameworks supports encryption, ly detection, audit trials, and zero trust architecture. It's built for resilience and regularity alignment. Now let's talk about the implementation. Deploying ECBA starts with infrastructure assessment, metric configuration, and rigorous testing. It's designed for continuous optimization. Let's explore how ECBA applies across real world banking patterns. So real world banking patterns. So from payment processing to fraud detection, ECBA, adapt. Across platforms, ensuring seamlessly customer experiences and real time analysis. These use cases show ECBA Ality. Let's wrap up with key advantages and key takeaways. So key takeaways from here. Here is what we learn. Hybrid algorithm, alpha form legacy methods. Adaptability is essential, and AI transforms load balancing. ECPA isn't just a technique upgrade. Technical upgrade. It's a strategic leap forward for cloud banking. Thank you. Thank you for your attention. I hope ECBS sparks ideas for your one in cloud strategies. I would like to continue the conversation. Just search Ana on our LinkedIn. Let's connect and collaborate. Thank you.