Disclosed are a method, a system and a computer program product for dynamically allocating and/or de-allocating resources and/or partitions that provide I/O and/or active storage access services in a supercomputing system. The supercomputing system can include multiple compute nodes, high performance computing (HPC) switches coupled to the compute nodes, and active non-volatile storage devices coupled to the compute nodes. Each of the compute nodes can be configured to communicate with another compute node through at least one of the HPC switches. In one or more embodiments, each of at least two compute nodes includes a storage controller and is configured to dynamically allocate and de-allocate a storage controller partition to provide storage services to the supercomputing system, and each of at least two compute nodes includes an I/O controller and is configured to dynamically allocate and de-allocate an I/O controller partition to provide I/O services to the supercomputing system.