Panel Discussion – Converged Edge Architectures for Connected Intelligence
Session Abstract:
This session will focus on the realities of deploying AI at the edge, including systems design, data movement, operational constraints, architecture trade-offs, and the shift from experimentation to reliable execution.
Discussion themes:
- converged edge architectures
- integrating AI inference with edge compute
- private 5G and distributed infrastructure
- orchestration between edge and cloud
- enabling real-time operational intelligence
Speakers:
Samaresh Kumar Singh is a Principal Engineer at HP Inc. with over 21 years of experience in designing and building large-scale distributed systems, Edge AI/ML platforms, and intelligent orchestration frameworks. He currently leads key initiatives in edge computing, including distributed AI systems, explainability frameworks, and secure, scalable AI infrastructure. Samaresh is an IEEE Senior Member and an active contributor to the research community, with multiple publications in Edge AI, distributed security, and agentic systems. His work focuses on enabling real-time, trustworthy, and production-ready AI systems across industrial and IoT environments.
Rao is a co-founder of Aizen and leads enterprise customer engagements, bringing 30+ years of experience as a technologist and entrepreneur designing mission-critical AI, BI, and transaction systems for global enterprises. He previously co-founded Esgyn, an enterprise big data platform, where he led product architecture and strategy as a key executive helping scale the company while serving Fortune 100 customers. Earlier, Rao was a Senior Data Management Architect at Hewlett-Packard, leading workload management architecture for a Massively Parallel Enterprise Data Warehouse platform. His engineering career also includes foundational roles at Compaq and Tandem Computers, pioneers in fault-tolerant and parallel computing. Rao holds an M.S. in Computer Science.
Vijay Bellam is the Chief Technology Officer at Sify Technologies which is one of India’s leading integrated ICT solutions and digital infrastructure providers, delivering services across Network, Data Center, Cloud, and Digital transformation domains. The company operates a nationwide fiber network, hyperscale and edge data centers, managed cloud platforms, and comprehensive digital services supporting enterprises across Verticals. Sify enables organizations to accelerate their digital and AI transformation journeys through secure connectivity, AI ready hosting, scalable infrastructure, cybersecurity, managed services, and next-generation AI-ready platforms. Before joining Sify Technologies Vijay held key Product and Solutions Engineering development and leadership roles at Hewlett Packard where he was part Tandem Non Stop Kernel, Neoview a Data Warehouse SQL Engine development, He was instrumental in defining strategy/roadmap and driving Solution development in technology areas such as Big Data, Media/Telco, Mobile workspace, ARM64, Web and Cloud Solutions leveraging hyper dense server technology such as HP Moonshot servers, HP Converged Infrastructure, pan HP IP like Vertica, Autonomy and ISV partnerships where there were gaps. He is highly experienced in working with partner and ISV eco system in driving innovative solutions
Prasad Adem, Vice President, Sales & Solutions Engineering, HPE





