3rd World Congress on Smart Computing
(WCSC2026)

Organized by  

Soft Computing Research Society

in Association with 

International Auditors for Digital and Data Management Association, Bangkok Thailand

Venue

Novotel Bangkok on Siam Square, Bangkok, Thailand

January 10-11, 2026 

The after-conference proceeding of the WCSC 2026 will be published in Springer Book Series, ‘Lecture Notes in Networks and Systems’.

Isan Sahoo

Smart Cloud Provisioning for AI-Driven Systems: Challenges & Best Practices

Abstract:

The rapid growth of AI-driven systems, from large language models to real-time healthcare agents, has exposed critical gaps in traditional cloud provisioning. Static resource allocation, delayed orchestration, and lack of telemetry awareness can hinder both performance and scalability. This keynote explores the emerging paradigm of smart cloud provisioning, where infrastructure dynamically adapts to the needs of intelligent workloads.
We’ll examine core challenges, including GPU orchestration, hybrid cloud-edge provisioning, compliance-aware resource scaling, and the need for real-time telemetry-driven feedback loops. The session also highlights best practices in provisioning automation, fault-tolerant design, and multi-tenant infrastructure planning. Drawing on real-world experience in AI cloud infrastructure, the talk illustrates how provisioning can evolve from reactive to intelligent, enabling AI agents to operate at speed, with resilience and autonomy.
Attendees will walk away with a forward-looking blueprint to design cloud systems that are not only scalable but also context-aware and deeply aligned with the unique demands of AI.

Profile:

Isan Sahoo is a Principal Member of Technical Staff at Oracle with over 13 years of experience architecting and scaling AI cloud infrastructure. At Oracle Cloud Infrastructure (OCI), he led the optimization of server provisioning and lifecycle management for large-scale AI workloads, improving deployment efficiency, system resilience, and operational scalability while delivering multi-million-dollar cost savings. His expertise spans bare-metal automation, cloud control planes, and distributed systems supporting global data centers. He has published multiple international research papers, served as a peer reviewer for 270+ technical papers, and is the Program Chair of the ACM Fremont Chapter. He is an IEEE Senior Member, BCS Fellow, Distinguished SCRS Fellow, and IETE Fellow.