Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    New Data Analytics Breakthroughs Give eCommerce Startups a Fighting Chance
    New Data Analytics Breakthroughs Give eCommerce Startups a Fighting Chance
    6 Min Read
    How Data Analytics Is Reshaping Patient Financing Decisions
    How Data Analytics Is Reshaping Patient Financing Decisions
    13 Min Read
    business using business intelligence
    How to Use a Competitive Intelligence Dashboard to Turn Market Data Into Smarter Marketing Decisions 
    9 Min Read
    unusual trading activity
    Signal Or Noise? A Decision Tree For Evaluating Unusual Trading Activity
    3 Min Read
    software developer using ai
    How Data Analytics Helps Developers Deliver Better Tech Services
    8 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The Data Curves
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Warehousing > The Data Curves
CommentaryData Warehousing

The Data Curves

MIKE20
MIKE20
4 Min Read
SHARE

Supply of -– and demand for –- data have never been higher. Executives often say, “I have all of the data that I can handle. I just need more information.”

Contents
  • Opposing Forces
  • Simon Says
  • Feedback

Consider just the data generated from mobile devices. From a recent ReadWriteWeb piece:

Supply of -– and demand for –- data have never been higher. Executives often say, “I have all of the data that I can handle. I just need more information.”

More Read

How to Secure Federal Data in the Cloud
Highlights from Teradata Partners 2010
Two Ways GPU Databases Are Transforming the Retail Industry
Auditing the Email Collection Process
Facebook’s Big Data: Equal Parts Exciting and Terrifying?

Consider just the data generated from mobile devices. From a recent ReadWriteWeb piece:

Worldwide mobile data traffic is due to increase 26-fold to 75 exabytes annually, says networking giant Cisco in its latest report, the Cisco Visual Networking Index Global Mobile Data Traffic Forecast for 2010 to 2015. To put that in perspective, that’s the equivalent of 19 billion DVDs, 536 quadrillion SMS text messages or 75 times the amount of global Internet IP data (fixed and mobile data) in the year 2000.

In a word, wow. At least there is some good news. Storing data has never been cheaper, a sign that shows no signs of abating. Consider that Amazon just announced its new AWS pricing. Outbound data transfer price for US-Standard, US-West and Europe regions are as follows:

  • $0.000 – first 1 GB / month data transfer out
  • $0.150 per GB – up to 10 TB / month data transfer out
  • $0.110 per GB – next 40 TB / month data transfer out
  • $0.090 per GB – next 100 TB / month data transfer out
  • $0.080 per GB – data transfer out / month over 150 TB

So, if I have 9 terabytes of data, outbound transfer costs will amount to $135 (USD)/month.

Opposing Forces

In other words, the amount of data out there is growing exponentially while its cost is dropping in a similar manner. This is crudely represented in my simple chart below:

chart

So, every day, we are generating more data  and storing it becomes cheaper. But do we need to store all of that data? The answer is usually no. This, of course, begs the obvious question: Which data do we need to keep?

And there’s the rub. I am of the opinion that it’s better to have it and not need it than need it and not have it. What’s more, keeping the data in one central repository is generally the way to go. Among the benefits of a “master data” strategy is the minimization of those pesky duplicate records that vex end-users trying to make business decisions based upon extra, inaccurate, or incomplete information.

What’s more, reporting is vastly simplified. To be sure, sophisticated reporting tools allow developers and extremely technical folks to pull data from myriad sources, tables and data models. However, performance tends to suffer and many non-technical users aren’t exactly proficient at writing complex SQL statements. This maximizes the need for IT to be involved when, in an ideal world, they should not have to “bless” each reporting request.

Simon Says

It’s never easy to determine which data is essential, which is nice-to-have, and which is no longer relevant. To boot, ask ten different users in an organization and you’re likely to receive ten different answers. Still, it behooves most organizations to routinely ask if they are storing the right information in the right manners. After all, needs are hardly static, especially these days.

Data storage is anything but a “set it and forget it” type of thing. Ignore changing requirements at your own peril.

Feedback

What say you?

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

New Data Analytics Breakthroughs Give eCommerce Startups a Fighting Chance
New Data Analytics Breakthroughs Give eCommerce Startups a Fighting Chance
Analytics Big Data Exclusive
data driven businesses
How Data-Driven Businesses Choose Storage That Reduces Risk and Drag
Big Data Exclusive
Operational Data Becomes Business Value in the Age of AIoT
Operational Data Becomes Business Value in the Age of AIoT
Big Data Exclusive Internet of Things
growth guide
Growing Smarter: The Role Of Strategic Partnerships From Startup To Scale
Infographic News

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Fantasy League Data Quality

15 Min Read

The Achilles’ Heel of SaaS: the processor vendors Intel and IBM

4 Min Read

IBM’s recent campaign goes well beyond mere image — and…

1 Min Read

Business Intelligence/Data Warehousing Emerging Trends (but not breakouts): 9 for ’09

3 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?