We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 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
The ABC of Data Capacity Management: Always Be (Thinking) Cloud
Illustration generated with Qwen Image.
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

ai causing cybersecurity threats
3 Ways AI Has Led to Horrifying Cybersecurity Threats
Business Intelligence Is the Key [INFOGRAPHIC]
Experts Debate: Is Big Data a Boon or Risk for Actuaries?
Best Movies for Big Data Analytics & Machine Learning
PAW: New Challenges for Developing Predictive Analytics Solutions

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

Retailers Should Stop Treating Every Stockout as Equal -- AI-generated illustration
Retailers Should Stop Treating Every Stockout as Equal
Business Intelligence Exclusive
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild? -- AI-generated illustration
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild?
Development Exclusive
Using Warehouse, Transportation and Order Data to Plan Distribution-Center Capacity -- AI-generated illustration
Using Warehouse, Transportation and Order Data to Plan Distribution-Center Capacity
Big Data Exclusive
Flat editorial illustration: The article centers on AI budget discipline for 2027 business planning, linking AI spending to measu
10 AI Trends That Should Shape Your 2027 Business Plan
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Online Tech Expert Interview: What Is High Availability?
Big DataIT

Online Tech Expert Interview: What Is High Availability?

9 Min Read
Data Storage On The Back Burner As Big Data Takes Over
Big DataData CollectionExclusive

Data Storage On The Back Burner As Big Data Takes Over

5 Min Read
Important Considerations When Migrating to a Data Lake
Data Lake

Important Considerations When Migrating to a Data Lake

7 Min Read
Will 6G Force Cell Phone Providers to Redesign Their Data Servers?
Big DataBusiness IntelligenceData QualityDecision ManagementExclusiveITNews

Will 6G Force Cell Phone Providers to Redesign Their Data Servers?

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.

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?