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

training
Empowering Teams Through a Modern Training Culture
November 13, 2025

Training may be the backbone of any skilled trade, but in waterproofing—where mistakes can compromise entire structures—it becomes a defining competitive advantage. At Southwest Construction Services, the evolution of training reflects a larger industry shift: seasoned crews now rely less on formal classroom sessions and more on hyper-focused, on-site guidance tailored to the…

Read More
quality assurance
Ensuring Excellence: How Quality Assurance Shapes Every Successful Project
November 13, 2025

In an era of rising climate volatility and tighter construction tolerances, waterproofing has quietly become one of the most consequential guardians of a building’s long-term health. Too often, the industry treats it as an afterthought—something buried behind walls, beneath slabs, or under layers of finish—but the truth is that its success or failure can…

Read More
safety
Safety, Pride & Zero Defects: The New Standard in Construction Excellence
November 13, 2025

In an era when construction headlines often center on delays, overruns, and litigation, the companies that quietly build with integrity are shaping the industry’s future in far more meaningful ways. The most enduring structures aren’t defined merely by their materials but by the standards and culture behind them—standards that treat quality not as…

Read More
Startup
Turning Corporate Discipline into Startup Momentum: The New Blueprint for Modern Marketing Leadership
November 12, 2025

As the business landscape grows faster and more unpredictable, marketing leaders who can balance the discipline of big-company strategy with the scrappiness of startups are redefining what modern leadership looks like. Brian Fravel’s journey from global tech giant Intel to high-growth SaaS and cybersecurity companies highlights how adaptability, curiosity, and hands-on execution drive success across…

Read More