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
    data analytics for pharmacy trends
    How Data Analytics Is Tracking Trends in the Pharmacy Industry
    5 Min Read
    car expense data analytics
    Data Analytics for Smarter Vehicle Expense Management
    10 Min Read
    image fx (60)
    Data Analytics Driving the Modern E-commerce Warehouse
    13 Min Read
    big data analytics in transporation
    Turning Data Into Decisions: How Analytics Improves Transportation Strategy
    3 Min Read
    sales and data analytics
    How Data Analytics Improves Lead Management and Sales Results
    9 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The ABC of Data Capacity Management: Always Be (Thinking) Cloud
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > IT > Cloud Computing > The ABC of Data Capacity Management: Always Be (Thinking) Cloud
Big DataBusiness IntelligenceCloud ComputingData Warehousing

The ABC of Data Capacity Management: Always Be (Thinking) Cloud

paulbarsch
paulbarsch
5 Min Read
cloud computing data management solution
SHARE

Sales personnel have a mantra, “ABC” or “Always Be Closing,” as a reminder to continually drive conversations to selling conclusions or move on. In a world where business conditions remain helter-skelter, traditional IT capacity management techniques are proving insufficient. It’s time to think different – or “ABC”: Always Be (Thinking) Cloud.

cloud computing data management solution

Sales personnel have a mantra, “ABC” or “Always Be Closing,” as a reminder to continually drive conversations to selling conclusions or move on. In a world where business conditions remain helter-skelter, traditional IT capacity management techniques are proving insufficient. It’s time to think different – or “ABC”: Always Be (Thinking) Cloud.

cloud computing data management solution

More Read

revolutionising our social visibility
How Data Science Is Revolutionising Our Social Visibility
Completing Data Science Tasks in Seconds, Not Minutes
Is Robotic Process Animation The Next Evolution Of Big Data?
Privacy Concerns Could Hinder Personalization of Web Based Applications
AI Propels Web Application Development In Modern Commerce

Getting more for your IT dollar is a smart strategy, but running your IT assets at the upper limits of utilization—without a plan to get extra and immediate capacity at a moment’s notice—isn’t so brainy. Let me explain why.

Author Nassim Taleb writes in his latest tome, “Anti-Fragility,” about how humans are often unprepared for randomness and thus fooled into believing that tomorrow will be much like today. He says we often expect linear outcomes in a complex and chaotic world, where responses and events are frequently not dished out in a straight line.

What exactly does this mean? Dr. Taleb often bemoans our pre-occupation with efficiency and optimization at the expense of reserving some “slack” in systems.

For example, he cites London’s Heathrow as one of the world’s most “over-optimized” airports. At Heathrow, when everything runs according to plan, planes depart on time and passengers are satisfied with airline travel. However, Dr. Taleb says that because of over-optimization, “the smallest disruption in Heathrow causes 10-15 hour delays.”

Bringing this back to the topic at hand, when a business runs its IT assets at continually high utilization rates it’s perceived as a beneficial and positive outcome. However, running systems at near 100% utilization offers little spare capacity or “slack” to respond to changing market conditions without affecting expectations (i.e. service levels) of existing users.

For example, in the analytics space, running data warehouse and BI servers at high utilization rates makes great business sense, until you realize that business needs constantly change: new users and new applications come online (often as mid-year requests), and data volumes continue to explode at an exponential pace. And we haven’t even yet mentioned corporate M&A activities, special projects from the C-suite, or unexpected bursts of product and sales activity. In a complex and evolving world, solely relying on statistical forecasts (i.e. linear or multiple linear regression analysis) isn’t going to cut it for capacity planning purposes.

On premises “capacity on demand” pricing models and/or cloud computing are possible panaceas for better reacting to business needs by bursting into extra compute, storage and analytic processing when needed. Access to cloud computing can definitely help “reduce the need to forecast” for traffic.

However, many businesses won’t have a plan in place, much less the capability or designed processes—at the ready—to access extra computing power or storage at a moment’s notice. In other words, many IT shops know “the cloud” is out there, but they have no idea how they’d access what they need without a whole lot of research and planning first. By then, the market opportunity may have passed.

Businesses must be ready to scale (where possible) to more capacity in minutes or hours—not days, weeks or months. This likely means having a cloud strategy in place, completion of vendor negotiation (if necessary), adaptable and agile business processes, identifying and architecting workloads for the cloud, and a tested “battle plan” so that when demands for extra resources filter in, you’re ready to respond to whatever the volatile marketplace requires.

TAGGED:bicloudData Storagenassim taleb
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

cybersecurity essentials
Cybersecurity Essentials For Customer-Facing Platforms
Exclusive Infographic IT Security
ai for making lyric videos
How AI Is Revolutionizing Lyric Video Creation
Artificial Intelligence Exclusive
intersection of data and patient care
How Healthcare Careers Are Expanding at the Intersection of Data and Patient Care
Big Data Exclusive
dedicated servers for ai businesses
5 Reasons AI-Driven Business Need Dedicated Servers
Artificial Intelligence Exclusive News

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

Big Data Is More Valuable with Kapow

6 Min Read

Commerce Solutions and Cloud Environment: Challenges and Solution Possibilities

5 Min Read

Cloud ERP – Efficient, Innovative, or Both?

7 Min Read
data storage issues
Big DataData CollectionExclusive

Data Storage On The Back Burner As Big Data Takes Over

5 Min Read

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

giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

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

Sign in to your account

Username or Email Address
Password

Lost your password?