3 papers
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…
AI-Driven Cloud Resource Optimization for Multi-Cluster Environments
Vinoth Punniyamoorthy, Akash Kumar Agarwal, Bikesh Kumar +3
Modern cloud-native systems increasingly rely on multi-cluster deployments to support scalability, resilience, and geographic distribution. However, existing resource management ap…
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…