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

CFO
From Public Accounting to CFO: The Leadership Wake-Up Call
February 25, 2026

The CFO seat is being rewritten in real time. Today’s finance leaders are expected to drive growth, lead enterprise-wide systems transformations, and shape AI strategy—while still keeping the close, controls, and capital story airtight. Gartner reports that 59% of finance leaders are already using AI in the finance function, underscoring how rapidly the role is…

Read More
restorative practices
Building Safer Schools Through Restorative Practices
February 24, 2026

School Safety Today podcast, presented by Raptor Technologies. In this episode of Principals of Change, host Dr. Amy Grosso sits down with D’Jon Pitchford, Assistant Principal at Kelly Lane Middle School in Pflugerville ISD, to explore what school safety really means. Pitchford reframes safety as more than physical security—emphasizing trust, restorative practices, campus culture,…

Read More
continuous improvement in education
Continuous Improvement in Education: If You Want Different Outcomes, Change the System
February 24, 2026

School systems across the country are under mounting pressure to improve student outcomes while navigating shifting standards, staffing shortages, and rising expectations around accountability. Yet many reform efforts fall short because they are fragmented and short-term. According to Learning Forward’s Standards for Professional Learning, sustained and job-embedded professional learning is linked to improved educator…

Read More
growing with sales
Get Vertical! Growing with Sales for Success
February 24, 2026

Buying behavior has shifted dramatically. Today’s B2B customers do most of their research before ever speaking with a salesperson. In fact, 61% of B2B buyers say they prefer a rep-free buying experience, according to a 2025 Gartner survey. At the same time, U.S. retail e-commerce sales exceeded $1.192 trillion in 2024. Growth still depends…

Read More