2 papers
cs.DC2026
Separating Intelligence from Inference: A Standard for Edge-Native AI Computing
Venkat Vinjam, Krishnaiah Narukulla
The artificial intelligence industry has constructed a USD 300 billion centralized data center infrastructure to serve a workload, large language model inference, that does not arc…
cs.IR2025
AI Enhanced Ontology Driven NLP for Intelligent Cloud Resource Query Processing Using Knowledge Graphs
Krishna Chaitanya Sunkara, Krishnaiah Narukulla
The conventional resource search in cloud infrastructure relies on keyword-based searches or GUIDs, which demand exact matches and significant user effort to locate resources. Thes…