Grant and Acknowledgment Blurbs

If you need to refer to the JHPCE cluster or CSUB environment for a Grant submission or an acknowledgement, please use the verbiage below:

JHPCE Cluster Grant Submission Blurb

The Joint High Performance Computing Exchange (JHPCE) is a Johns Hopkins University service center based out of the Biostatistics department of the Johns Hopkins Bloomberg School of Public Health. The JHPCE has been providing cost-effective HPC services since 2008 in support of over 100 research groups in the Johns Hopkins Bloomberg School of Public Health, the Johns Hopkins School of Medicine, the Johns Hopkins Cary Business School, and several JHU Affiliated organizations. The JHPCE provides a rich ecosystem of Linux-based statistical and genomics applications, and is specialized to support development in R, python, SAS, and Stata languages.

As of September 2024, the JHPCE cluster is comprised of 87 compute nodes, providing over 4000 64-bit cores/threads and 53 TB of DDR-SDRAM. The JHPCE cluster also has 7 GPU nodes with 23 Nvidia H100, V100, and A100 GPUs in support of numerous AI, ML, and LLM efforts across the JHU campuses. The storage environment on the cluster contains a total of 20PB of storage with a 2PB Lustre storage cluster, 16PB of ZFS NAS storage, and a 2PB ZFS NAS storage array for offsite disk-to-disk backup, all built on the “dirt cheap” storage philosophy. In addition, a 25 TB NVME SSD based “fast scratch” storage array to support short-term storage of high-IO processing.

JHPCE C-SUB Grant Submission Blurb

The Joint High Performance Computing Exchange (JHPCE) CMS Sub-cluster (C-SUB) is a High Performance Compute Cluster which has been built to provide secure HPC services for accessing Medicare and Medicaid data in support of researchers in the Johns Hopkins Bloomberg School of Public Health and the Johns Hopkins School of Medicine. The C-SUB is a service of the JHPCE, a High-Performance Computing facility in the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health that has been in existence since 2008. The C-SUB is maintained at a high-security level in accordance with federal regulations governing secure computer systems (e.g., the Federal Information Security Management Act-FISMA) and meets strict security and privacy requirements of Centers for Medicare & Medicaid Services (CMS). The JHPCE provides a rich ecosystem of Linux-based statistical and genomics applications, and is specialized to support development in R, python, SAS, and Stata languages.

As of August 2024, the JHPCE C-SUB cluster is comprised of a 4-node compute cluster, providing 480 64-bit cores and 7.5 TB of DDR-SDRAM. The storage environment for the C-SUB is provided by a 100 TB allocation of ZFS encrypted "dirt cheap" storage, and a 50 TB allocation of ZFS encrypted SSD-based storage.

JHPCE Acknowledgment Blurb

The authors gratefully acknowledge use of the facilities at the Joint High Performance Computing Exchange (JHPCE) in the Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health that have contributed to the research results reported within this paper.