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cs.DB2025
Cost Trade-offs of Reasoning and Non-Reasoning Large Language Models in Text-to-SQL
Saurabh Deochake, Debajyoti Mukhopadhyay
While Text-to-SQL systems achieve high accuracy, existing efficiency metrics like the Valid Efficiency Score prioritize execution time, a metric we show is fundamentally decoupled…
cs.CR2025
A Multi-Cloud Framework for Zero-Trust Workload Authentication
Saurabh Deochake, Ryan Murphy, Jeremiah Gearheart
Static, long-lived credentials for workload authentication create untenable security risks that violate Zero-Trust principles. This paper presents a multi-cloud framework using Wor…