Inova: uncovering breakthrough insights that help save lives
Key highlights
Category
Healthcare
Location
Headquarters: Falls Church, Virginia, USA
Solution highlights
- Modern Data Platform: Cloudera Enterprise
- Workloads: Data Warehouse
- Components: Apache Impala
Applications supported
- Clinical research
- Genomic research
Data sources
- External vendors
- Electronic health records
- Lab data
- Patient surveys
Impact
- Reduces query times from hours and days to seconds and minutes
- Increases research productivity with a greater percentage of time spent on research versus data integration
- Provides insights to deliver precision medicine and improve patient health
Big data scale
- Petabytes and growing
With Cloudera Enterprise, Inova researchers can answer questions magnitudes faster than they could previously to help the organization realize its goal of delivering precision medicine.
Inova is a not-for-profit integrated health system that serves more than two million people each year.
Challenge
Which treatment is most effective for each patient? The Inova Translational Medicine Institute works to answer this question by driving innovation in precision medicine. But to achieve its goal, Inova faced two significant challenges: bringing together massive volumes of genomic and patient data for advanced analysis, and enabling faster exploration of that data.
“With our previous data warehouse, it could take weeks and months to pull data together for researchers,” said Aaron Black, chief data officer of the Inova Translational Medicine Institute. “Additionally, our scale was getting so big that we couldn’t continue on that path.”
Solution
Inova has generated petabytes of genomic and patient data, and needed to provide a way to process that data into a single data infrastructure. After processing and optimizing this data, Inova provided its researchers with fast access to terabytes of genomic and patient data in a single data set using a Cloudera data warehouse. With access to a wider range of data and the ability to more easily explore the data, researchers can more quickly test new theories and uncover new patterns that may not have been apparent before.
Implementation
In its search for a modern data platform, Inova sought a collaborative approach. “We looked for a company that was as curious about the data as we were,” said Black. “With Cloudera, we established a relationship of discovering what was possible.”
To gain executive buy-in, Black’s team demonstrated the expected return on investment through a Proof of Concept. “While we ultimately implemented Cloudera on-premise, we chose Cloudera on Amazon Web Services for our Proof of Concept because it was easy to build the cluster without spending a lot of upfront capital,” said Black. “Once we made our decision and built the on-premise cluster, it only took a few weeks to bring the entire dataset down to the cluster on-premise.”
Results
Inova researchers can now answer questions magnitudes faster than they could previously. It’s a major step in improving healthcare as new medical discoveries can dramatically change treatment plans, and, ultimately, patient outcomes.
“Our goal was to match the speed at which researchers think,” said Black. “What Cloudera has done is made that possible. Now we’re moving towards getting answers in minutes and seconds and can find correlations that we couldn’t before. Ultimately, we can put the data together in novel ways to understand the evolution of diseases so that we can help keep our patients well.”