5 papers
MCP-Driven Accessibility Tree Standardization for AI-Powered Screen Reader Agents
Vishnu Ramineni, Nitin Saksena, Akash Kumar Agarwal +5
Large language model (LLM) agents that interact with graphical user interfaces increasingly rely on either raw screenshots or platform-specific accessibility application programmin…
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…
An SLO Driven and Cost-Aware Autoscaling Framework for Kubernetes
Vinoth Punniyamoorthy, Bikesh Kumar, Sumit Saha +4
Kubernetes provides native autoscaling mechanisms, including the Horizontal Pod Autoscaler, Vertical Pod Autoscaler, and node-level autoscalers, to enable elastic resource manageme…
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…