Big Data Means New Big Challenges

 

Data is now considered to be the most valuable commodity on Earth, which is why enterprises and government agencies look to leverage it to their advantage. And yet, warehousing massive amounts of data requires modern technologies and new ways of thinking.

On today’s podcast, Judson Graves, director of analytics solutions at ViON, and Chrisitan Shrauder, director of federal systems at Yellowbrick, offer their insights into the challenges of storing big data.

“There’s too much data, and it’s always growing exponentially,” Graves explained, but storing tons of data at an unlimited scale isn’t a problem. The challenge is storing it so that it’s readily accessible in a useful way, and in the demand of time required.

The world has transitioned to a real-time workload with people wanting answers in seconds or minutes, not hours or days. Arranging data so that it’s available for immediate analytics and evaluation is of top priority.

Shrauder went on to say that he’s occupied with developing systems that can support real-time ingest and ad hoc queries at scale, and can store data so that it’s optimized and makes sense. The way to do that is by implementing the latest and greatest in hardware and software. This also includes rethinking the physical architecture of data centers.

“Anything that is going to work in the future will have to scale incrementally without causing massive downtime,” Shrauder said.

 Judson Graves saysWhen asked about his opinion on public versus private cloud solutions, Graves maintained that all the coolest technological advancements, from self-driving cars to artificial intelligence, required hardware and software combinations that weren’t available at the time in a public cloud environment.

“If you have a real workload, I don’t ever see when a private cloud or a personal infrastructure would not be needed,” Graves said.

He went on to relay the essential keys to data warehousing: speed, scale, simplicity, security. Solutions that address those four factors will drive successful storage operations in today’s business environment.

For the latest news, videos, and podcasts in the Software & Electronics Industry, be sure to subscribe to our industry publication.

Follow us on social media for the latest updates in B2B!
Twitter – @TechMKSL
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

student visibility
Why Student Visibility Matters in Today’s Schools
March 3, 2026

School Safety Today podcast, presented by Raptor Technologies. In this episode of School Safety Today by Raptor Technologies, host Dr. Amy Grosso interviews SRO Todd Brendel of Dayton Independent Schools (KY), who shares frontline insights on the importance of knowing where students and staff are throughout the school day. He explains how they manage…

Read More
skilled trades mentorship
Why the Trades Need a Cultural Reset to Attract and Retain the Next Generation
March 3, 2026

The skilled trades are at a critical crossroads. According to an August 2025 report from the Institute for Women’s Policy Research (IWPR), the number of women working in construction and extraction occupations rose to 366,360 in 2024, the highest level ever recorded. Yet despite that growth, women still account for only about 4.3% of construction…

Read More
virtual physical therapy
Virtual Physical Therapy and the Changing Landscape of Athlete Care
March 3, 2026

Virtual care is no longer an experiment—it’s a structural shift in healthcare. Telehealth usage remains significantly higher than pre-2020 levels, and providers across disciplines are rethinking how to deliver higher-quality outcomes without the overhead and insurance constraints of traditional clinics. Meanwhile, recreational and endurance sports participation continues to rise, with millions of Americans registering…

Read More
employer
Why Institution-Wide Employer Alignment Will Define the Next Era of Higher Ed
March 2, 2026

Higher education is at an inflection point. Institutions are facing a demographic cliff in traditional-age enrollment, softening international pipelines, and increasing scrutiny around the return on investment of a degree. At the same time, the World Economic Forum reports that 59 out of every 100 workers globally are projected to require reskilling or upskilling…

Read More