AI named KIRANA is a Computational Storage Solution that combines CPUs, GPUs, Accelerators with the CNO framework. This Appliance based solution enables Data Scientists, Machine Learning Architects of Enterprises and Service Providers to quickly deploy AI/ML solutions. This solution greatly improves the TCO, Deploy Machine Learning programs, Deep Learning algorithms, Large Language Models without the need for complex hardware architectures. CNO Edge AI § Smart Factory, Automation § Media & Entertainment § Transportation & Logistics § Health Care § Video Surveillance USE CASES CNO framework provides customers to load their own Kubernetes containers like TensorFlow, Pytorch, MAPR etc. GPU enabled frameworks can take full control of GPUs for their computational workloads/algorithms AI/ML Built-in on Kubernetes, CNO Framework provides the software infrastructure to quickly code Machine Learning programs using JupyterHub and load frameworks like TensorFlow, Pytorch, Mathlab etc. CNO FRAMEWORK VES Computational Storage Solutions in a 3U form factor is PCIe Gen5 Hardware that uses the latest AMD CPUs, NVidia GPUs, High-Speed Network Accelerators and High Performance NVMe Flash SSDs. HARDWARE 6/20/24 I Viking Enterprise Solutions Confidential