Data Analytics Center

SIF192 Data Analytics Center

Data Analytics Center Research Computing 

The purpose of this award is to establish a Data Analytics Center (DAC) a central clearing house for researchers across the University grounds seeking assistance with the management or analysis of large-scale datasets.

Project Manager: Josh Baller

Approved: Summer 2022

Project Dates: 7/1/2023 – 6/30/2028

Total Funding: $10,000,000

Current Status: Active

Executive Summary

The Data Analytics Center (DAC) will act as a central clearing house for researchers across the University grounds seeking assistance with the management or analysis of large-scale datasets. DAC will recruit experts with knowledge of in demand data analytics approaches such as Neural Network based Machine learning, as well as specific approaches for key domain areas. Additionally, DAC will recruit staff focused on negotiating access to external repositories of data and enabling integration with UVA data to form local repositories. To enable these goals DAC will build out a helpdesk to provide Tier 1 support (basic support and triage). To avoid duplicating efforts across grounds, DAC will leverage a mixture of in-house expertise from across Research Computing in key areas while connecting with existing areas of expertise in other units.  An “Analytics Resource Awards” program will support Tier 3 collaborations with DAC staff and with experts in other units.

Progress

The Data Analytics Center (DAC) within Research Computing (RC) is on a trajectory to become the hub for empowering researchers across the university with the advanced tools and expertise needed to manage and analyze large datasets. Our mission is to foster collaboration with faculty and drive research excellence at UVA. Since our inception in July 2023 and our launch on October 24, 2023, we have dedicated our first year to strategically expanding our team and offering targeted Analytics Resource Awards to catalyze innovative research endeavors.

Our recruitment plan was ambitiously aimed at bringing onboard two Neural Network experts, two Data Analysts, an Administrative Assistant, and a Data Manager within the first year. We have made significant strides towards this goal, successfully securing a Neural Network expert, two Data Analysts, and an Administrative Assistant. We completed a job search for the Data Manager position; the Data Manager will be starting in Aug. 2024.

Initially, we sought an analyst with a background in Digital Arts, Social Sciences, or Humanities; however, the scientific expertise of both analysts whom we hired aligns well with the current demands we have identified through our consultation services and ticketing system, ensuring we are equipped to address the scientific inquiries that are pivotal to our mission.

To increase awareness of the DAC services and to encourage principal investigators (Pis) to include DAC members in their grant proposals, we initiated the small Analytics Resource Awards. These awards, valued at up to $10,000, provide researchers with a voucher for computational services from either Research Computing or other centers across Grounds that provide services for data management or analysis. In the past year, we have developed and refined policies and procedures for awarding these grants, resulting in a fair number of proposals during our three submission periods since late 2023.

We have established a review process for these awards, which may include DAC services such as coding assistance, software selection, and data management. To assist researchers with budgeting for their projects, we recommend consultations with the Assistant Director of the DAC. We had three award cycles where proposals were accepted in November 2023, January 2024, and April 2024. We received a total of 16 proposals and awarded 10 of them. Our outreach efforts, particularly with the School of Medicine, resulted in an increase of proposal submissions from November 2023 to April 2024, demonstrating the growing interest and engagement with DAC's offerings.

UVA Research Computing Data Analytics Center Now Serving the School of Medicine

The Data Analytics Center (DAC) is UVA’s new hub for the management and analysis of large research data. DAC staff specialize in key domain areas such as image processing, text analysis, bioinformatics, neural networks, and more. The DAC team is located within UVA Research Computing, which means they can assist in getting researchers’ workflows running on the University’s high-performance computing cluster (Rivanna) or HIPAA-compliant system (Ivy). They are also available to answer basic computational questions or, in the case of funded collaborations, become embedded within projects.

SOM researchers are invited to schedule an initial consultation with a DAC team member by submitting a consultation request. Information on DAC’s full range of services is available on the DAC webpage.

Data visualization graphic
November 8, 2023 by jta6n@virginia.edu
Research computing team
October 26, 2023 It takes a villiage!

RC’s Data Analytics Center (DAC): Now Serving UVA’s Research Community

The Data Analytics Center is UVA’s new hub for the management and analysis of your large research data. Need help with your computational research? DAC staff specialize in key domain areas such as image processing, text analysis, bioinformatics, computational chemistry and physics, neural networks, and more. And because the DAC team is located within Research Computing, they can assist in getting your workflows running on the University’s high-performance cluster or secure data system. They can answer your basic computational questions or, through funded engagements, be embedded in your projects.

Big data doesn’t have to be a big deal. Learn how DAC can assist with your computational research – schedule an initial consultation with one of their data analysts by submitting a consultation request. Information on DAC’s full range of services is available on the DAC webpage.