6 papers
DocSync: Agentic Documentation Maintenance via Critic-Guided Reflexion
Sidhesh Badrinarayan, Adithya Parthasarathy
Software documentation frequently drifts from executable logic as codebases evolve, creating technical debt that degrades maintainability and causes downstream API misuse. While st…
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…
Secure and Governed API Gateway Architectures for Multi-Cluster Cloud Environments
Vinoth Punniyamoorthy, Kabilan Kannan, Akshay Deshpande +5
API gateways serve as critical enforcement points for security, governance, and traffic management in cloud-native systems. As organizations increasingly adopt multi-cluster and hy…
Governing Cloud Data Pipelines with Agentic AI
Aswathnarayan Muthukrishnan Kirubakaran, Adithya Parthasarathy, Nitin Saksena +5
Cloud data pipelines increasingly operate under dynamic workloads, evolving schemas, cost constraints, and strict governance requirements. Despite advances in cloud-native orchestr…
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…