Introduction: An issue for our healthcare facilities as well as many others around the country is better understanding the needs of patients. If a patient has experienced a form of trauma, talking to a doctor face-to-face may be difficult. This is where the NVIDIA Omniverse can help doctors extract vital…
Distributing Workloads over Esports Gaming Computers to Train Machine Learning Models
As machine learning models become more and more computationally complex, there is a need for high-performance computing architecture. With the newly opened Esports lounge, there is an opportunity to utilize 30+ machines using the top-spec hardware. Cresco in conjunction with ClearML is being used to train cancer predicting models for…
Creation of a Distributed LoRaWAN Network to Cover the UK Campus
Abstract - Long Range Wide Area Network (LoRaWAN) is an emerging technology that uses low-cost, low-energy intermediate gateways between a central network and end devices. Starting in 2009, LoRaWAN has gained popularity and has been deployed in many environments including agriculture, healthcare, and cities. With the tremendous amount of data…
Hepatitis A Predictor
Link to Hepatitis A Predictor
Agent-based Laboratory Instrumentation and Data Integration
A growing number of devices are used in clinical laboratories resulting in an increase in data volume and diversity. Many devices that find their way to clinical laboratories originate in areas of basic science and lack both device instrumentation and supporting software integrations to be used in clinical settings. In…
Medical Image Annotation and Curation Platform (MiACp)
Medical Image Annotation and Curation Platform Imaging has been used in medicine for decades, most notably in the areas of ophthalmology, dermatology, and radiology. In recent years high-resolution scanners have been developed and the field of digital pathology has emerged. The convergence of both high-quality image data, across medical domains,…
Genomic Pipeline Management System (GPMS)
Genomics Processing at University of Kentucky Healthcare With the recent development of next-generation sequencing (NGS,) more institutions are looking to leverage genomic sequencing for both academic research purposes as well as clinical cancer diagnostic assistance. In clinical applications, this can take the form of pipelines which translate some or all…
High-Performance Storage
High-Performance Storage Research Several of us in the lab have been working with various distributed storage vendors (Dell EMC, IBM, DDN, etc.) and clustered filesystems for many years. In the area of high-performance computing (HPC) Lustre, Spectrum Scale (GPFS), and BeeGFS are very popular. Traditional HPC filesystems are very mature…
Regional Networking
All public universities in the state of Kentucky are connected to the Kentucky Regional Optical Network (KyRON). This research network provides connectivity between institutions, shared regional data centers, and Internet2 services. Peer institutions are connected to KyRON at a minimum of 10Gb and as high as 100Gb connections. KyRON connectivity…
Object Storage
UK Object Storage (Beta) Our object storage service is based on Ceph, which supports a RESTful API that is compatible with the basic data access model of the Amazon S3 API. The following ternonology is commonly used when working with object storage solutions: Tenant : Multi-tenancy allows to use buckets…