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
    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
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
    data driven risk management in heatlhcare
    How Data Analytics Is Changing Healthcare Risk Management
    17 Min Read
    big data and customer service outsourcing
    How Data Analytics Improves Customer Service Outsourcing
    18 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Are Public Clouds Complex Environments?
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 > Are Public Clouds Complex Environments?
AnalyticsCloud ComputingExclusivePrivacyRisk ManagementSecurity

Are Public Clouds Complex Environments?

paulbarsch
paulbarsch
4 Min Read
SHARE

A recent analyst report suggests public clouds are prone to failure because they are inherently complex. However, just because there are multiple interacting objects in a particular environment, this doesn’t necessarily imply complexity.

A recent analyst report suggests public clouds are prone to failure because they are inherently complex. However, just because there are multiple interacting objects in a particular environment, this doesn’t necessarily imply complexity.

Cloud computing is all the rage for business users and technology buyers. And why not, especially because it provides a fast and flexible option for delivering information technology services. In addition, cloud computing also drives value through higher utilization of IT assets, elasticity for unplanned demand, and scalability to meet business needs today and tomorrow.

More Read

gamers data
Insiders Cite The Wondrous Benefits Of Big Data In Fortnite
Cloud Computing Lingo
Two Ways GPU Databases Are Transforming the Retail Industry
The Non-Fault in iCloud: Why You Shouldn’t Shut Down Your Account
Predictive Analytics Helps New Dropshipping Businesses Thrive

However, there are risks in the cloud, especially in the public cloud where business and news media regale with case studies of data loss, security issues, failed backups and more. Perhaps one reason that public clouds are prone to failure—and perhaps always will be—is that some analysts consider these environments to be complex and tightly coupled.  And if indeed this is the case, then IT buyers must consider that failure isn’t only possible, it’s inevitable.

Yet, first we must ask, are public clouds really complex environments?

To understand if a particular system is complex, we must understand if it has characteristics such as connected objects (nodes and links with interdependencies), multiple messages and transactions, hierarchies, and behavioral rules (instructions).

Public cloud services available from companies such as Microsoft, Google, Amazon Web Services (AWS) etc., often consist of various components such as applications (front end and backend such as billing), controllers and message passing mechanisms, hardware configurations (disk, CPU, memory), databases (relational and NoSQL), Hadoop clusters and more.  In addition there are various management options (dashboards, performance monitoring, identity and access) and these environments typically operate with multiple users, multiple tenants (compute environments shared with more than one application and/or company), and sometimes span multiple geographies.  And from a complexity standpoint we haven’t even yet discussed processes in building cloud environments much less operating them.

In summary, in a cloud environment there’s lots of moving pieces and parts interacting with each other (not necessarily in a linear fashion) within any given timeframe.

Multiple interacting agents can help define whether a particular environment is complex or not, however another key determinant is also very important—whether processes are tightly or loosely coupled. Richard Bookstaber, author of Demon of Our Own Design, writes that tightly coupled systems have components critically interdependent with little to no margin for error. “When things go wrong, (an error) propagates linked from start to finish with no emergency stop button to hit,” Bookstaber says. So a tightly coupled system is one where linkages (dependencies) are so “tight” that errors or failures cascade and eventually cause the entire system to fail.

This discussion is important from a risk management perspective for cloud computing. If we believe that data is one of the most valuable assets of a corporation and if we believe public clouds are complex environments with tightly coupled components that have little to no slack (buffers) to stop failures, then there should be a set of practices and processes set in place to manage the potential risk of data breach, theft, loss or corruption.

So what say you, should public clouds be considered “complex” environments?  Are they “high risk” systems prone to failure?

TAGGED:cloud computingcomplexitydatabasehadoopprivacypublic cloudrisk managementsecurity
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

chatgpt image jul 18, 2026, 05 09 14 pm
When Data-Driven Businesses Must Recover Data from USB Drives
Big Data Exclusive
chatgpt image jul 15, 2026, 03 28 38 pm
How Cloud Technology Helps IT Asset Recovery Services
Cloud Computing Exclusive IT Security
chatgpt image jul 13, 2026, 04 23 45 pm
How Data Analytics Helps Companies Improve User Engagement
Analytics Big Data Exclusive
chatgpt image jul 13, 2026, 04 19 58 pm
Can AI Help Companies Improve PPC Fulfilment?
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Governmental IT: Analytics is not a dirty word

4 Min Read

Identity Mixer: better online identity management?

4 Min Read

SumTotal Systems Sums Up Human Capital Management

7 Min Read

How Enterprise 2.0 Will Enable the Semantic Web

7 Min Read

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

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
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
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?