Watson Crowdsources Cloud Computing

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Lynn DeCourcey Showcased in ExecutiveBiz

By G C Network | August 9, 2012

Kudos to my colleague Lynn DeCourcey for her recent interview on ExecutiveBiz.com! Lynn is NJVC vice president and general manager, cyber security. She oversees all aspects of the company’s cyber…

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By G C Network | July 28, 2012

A big thank you to BISNOW and my fellow panel members for an outstanding discussion and very informative event, last week’s Data Center Investment Conference and Expo. The federal marketplace…

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By G C Network | July 18, 2012

GSA is using the RFI process to collect information about alternative models and/or solutions for future cloud acquisition vehicles and processes that further these goals. One emerging concept in cloud…

DoD Cloud Computing Strategy

By G C Network | July 15, 2012

The DoD recently released the department’s formal cloud computing strategy. DoD Cloud Computing Strategy View more documents from Kevin Jackson. In the forward, DoD CIO Teresa Takai said that: “The…

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By G C Network | May 14, 2012

Late today the FedRAMP Program Management Office released the first list of certified Third Party Assessment Organizations (3PAOs). These companies are accredited to perform initial and periodic assessment of cloud…

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By G C Network | May 8, 2012

Last week the GSA FedRAMP Program Office released the latest version of the cloud computing Security Assessment Plan (SAR) template. This document is the most recent step toward the Federal…

NJVC® and Gravitant® Announce New Strategic Alliance: Partnership to Benefit Federal Agencies with Powerful Provision and Management of Cloud Services that Unify Multiple Providers

By G C Network | April 4, 2012

Vienna, Va., April 4, 2012 — NJVC®, one of the largest information technology solutions providers supporting the U.S. Department of Defense, and Gravitant®, a provider of cloud brokerage and management…

NJVC® VP and GM, Cloud Services, Kevin L. Jackson to Speak on Cloud Security at 2012 Emerging Threats and Cyber Defense Symposium

By G C Network | March 18, 2012

Vienna, Va., March 15, 2012 — NJVC®, one of the largest information technology solutions (IT) providers supporting the U.S. Department of Defense, is pleased to announce that Kevin L. Jackson,…

NJVC’s Kevin L. Jackson Co-Authors INSA White Paper on Cloud Computing for the Intelligence Community

By G C Network | March 13, 2012

Findings Reflect Insight from More than 50 Cloud Thought Leaders VIENNA, Va.–(BUSINESS WIRE)–NJVC®, one of the largest information technology solutions (IT) providers supporting the U.S. Department of Defense, announces…

INSA Study on Cloud Computing in the Intelligence Community: Rollout 13 March 2012 | SYS-CON MEDIA

By G C Network | March 10, 2012

(Originally posted by Bob Gourley at CTOvision) Over the last year I’ve had the pleasure of serving with a team of volunteers from the Intelligence and National Security Alliance…

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Recently I’ve been doing quite a bit of analysis work using the IBM Watson cognitive business platform. The really exciting thing about this opportunity is the way data can seem to have a conversation with you. This got me wondering if social media data could carry on a conversation as well. Given my almost unhealthy interest in cloud computing, we ran a one week experiment to “crowdsource the internet” in order to see if it held any interesting cloud computing insights . To narrow the volume of documents down to a reasonable number, I limited providers to those on the most recent Gartner IaaS Magic Quadrant:

Microsoft
Amazon Web Services
Google
VMware
IBM
Rackspace
Verizon
CSC
Interoute
CenturyLink
Dimension Data
Fujitsu
Joyent
NTT Communications
Virtustream

Leveraging Watson, I gathered cloud computing related social media documents. According to Watson, in one 24-hr period, there were 46,869 documents that mentioned these Cloud Service Providers (CSP) a total of 57,997 times. Google was totally dominating the online conversation with 73% of all mentions. Microsoft was a poor second at 17%.

Figure 1- Social media cloud computing “Share of Voice”

At this this point I took a look at overall industry sentiment. From this vantage point, Interoute outshines all rivals for positive sentiment. Of particular note, however, was that Dimension Data simultaneously held the crown for largest percentage of negative and lowest percentage of positive sentiment (which seems to be centered mostly around the dropout of a rider from its Tour de France team and a recent internal restructuring). The Dell/EMC cloud provider Virtustream doesn’t even seem to be present in social media conversations.

Figure 2– Customer Sentiment Regarding Cloud Service Providers

Figure 3 – Cloud Service Model “Share of Voice”

Microsoft dominated that segment of the conversation that specifically addressed the three standard cloud computing service models (Infrastructure-as-a-Service [IaaS], Platform-as-a-Service [PaaS], Software-as-a-Service [SaaS]). Over 53% of the working set referenced Microsoft with second place AWS coming in at 13.5%. Software-as-a-service is the unsurprising overall service model leader but Microsoft seems to be edging out AWS for Infrastructure-as-a-Service mentions. Platform-as-a-Service is a distant laggard with only three providers (Microsoft, AWS and VMware) represented in social media exchanges.

Figure 4– Industry Vertical Cloud Computing “Share of Voice

In order to glean some business value, the documents were binned across thirteen industry verticals and analyzed for share of voice and author sentiment. The initial industry bins were:

Construction

Manufacturing

Wholesale trade

Information technology

Retail trade

Utilities

Financial services

Educational services

Transportation and warehousing

Entertainment, accommodation, and food services

Healthcare and social services

Public administration

Across this set, entertainment, government, education and healthcare industries seem to be most interested in the cloud. Surprising to me is that the construction industry interest surpasses that of financial services. Google seems to be driving industry related social media conversations with Microsoft and IBM rounding out the top three.

Although I wouldn’t use this non-scientific experiment to make any big bets, it does demonstrate how actionable data can be gleaned from the social media stream. It may also shed a little light on the power of cognitive computing in the business world.

One especially intriguing capability that I didn’t use in this experiment is the use of Watson Explorer technologies with Semantic Analytics. This solution is currently being used by IBM GTS to deliver “built to purpose” cognitive systems for the information technology industry vertical.

Figure 5– Cloud Service Provider Industry “Share of Voice

A key differentiator of this approach is its ability to extract meaning from the fragmented sentences normally found in unstructured IT service ticket description fields. Due to the global nature of GTS Services, this unstructured text is typically in multiple languages. Additionally, due to the different language skill levels of the globally sourced pool of agents, the grammar quality varies. This solution is used by GTS to uncover patterns and trends in the identification of contributing incident causes in order to prescribe appropriate preventative actions.

The digital transformation couple with cognitive computing is accelerating almost every industry. In the IT world, at least, cognitive computing promises to deliver the ability to bridge the gap between unstructured language data and effective maintenance action by correlating social media chatter and customer sentiments with the root causes of operational IT issues.

This post was brought to you by IBM Global Technology Services. For more content like this, visit Point B and Beyond.