5 papers
Transformer-Based Predictive Maintenance for Risk-Aware Instrument Calibration
Adithya Parthasarathy, Aswathnarayan Muthukrishnan Kirubakaran, Akshay Deshpande +5
Accurate calibration is essential for instruments whose measurements must remain traceable, reliable, and compliant over long operating periods. Fixed-interval programs are easy to…
Scalable Sequential Recommendation under Latency and Memory Constraints
Adithya Parthasarathy, Aswathnarayan Muthukrishnan Kirubakaran, Vinoth Punniyamoorthy +5
Sequential recommender systems must model long-range user behavior while operating under strict memory and latency constraints. Transformer-based approaches achieve strong accuracy…
Push Down Optimization for Distributed Multi Cloud Data Integration
Ravi Kiran Kodali, Vinoth Punniyamoorthy, Akash Kumar Agarwal +5
Enterprises increasingly adopt multi cloud architectures to take advantage of diverse database engines, regional availability, and cost models. In these environments, ETL pipelines…
Cognitive Platform Engineering for Autonomous Cloud Operations
Vinoth Punniyamoorthy, Nitin Saksena, Srivenkateswara Reddy Sankiti +4
Modern DevOps practices have accelerated software delivery through automation, CI/CD pipelines, and observability tooling,but these approaches struggle to keep pace with the scale…
Scalable Cloud-Native Architectures for Intelligent PMU Data Processing
Nachiappan Chockalingam, Akshay Deshpande, Lokesh Butra +5
Phasor Measurement Units (PMUs) generate high-frequency, time-synchronized data essential for real-time power grid monitoring, yet the growing scale of PMU deployments creates sign…