Tuesday, March 6, 2018

Beware of AI bias in your applications

Cloud Computing Digest
A roundup of cloud infrastructure content from TechTarget's network |March 6th, 2018
TechTarget
FEATURED STORY

Expert panel warns developers to watch for AI bias

by Darryl K. Taft, News Writer

Despite new development tools to build AI applications, developers must be wary of bias creeping into their systems. (SearchCloudComputing.com)

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NEWS
 
Emerging dev tools broaden AI appeal
New tools help developers build better, smarter AI apps, as machine learning toolkits have progressed exponentially over the last few years. (SearchCloudComputing.com)
 
Cloud-centric IBM patents promise payoff
IBM plans to sow its latest crop of U.S. patents with a strong cloud emphasis, and prepare a feast for its hungry customers. (SearchCloudComputing.com)
 
Hyperscale providers bet big on cloud AI
AI cloud services have emerged as yet another battle ground for the hyperscale providers as they entice data scientists and developers to train their models on their platforms. (SearchCloudComputing.com)
 
Third-party tools help manage DevOps with AWS, multi-cloud
Many IT teams struggle with the cultural and technical shift to DevOps. Nathaniel Felsen, a DevOps professional, sorts through some tough choices. (SearchAWS.com)
EXPERT ADVICE
 
Know the basics before an Azure Stack deployment
Intended to simplify management and development across public and private clouds, Azure Stack looks to address some of IT's biggest hybrid hang-ups. (SearchCloudComputing.com)
 
IaaS benefits broaden as public cloud market evolves
The benefits of IaaS now range from increased scalability to access to emerging technologies, such as serverless. Review these key benefits, as well as management implications. (SearchCloudComputing.com)
 
Use OpenStack Senlin, Heat templates to enable autoscaling
As it is with other cloud platforms, autoscaling in OpenStack is important to meet changing workload demands. Here's how to enable that process with Senlin and Heat templates. (SearchCloudComputing.com)
 
Optimize serverless apps with real-time troubleshooting
Serverless computing demands a new way of thinking to successfully troubleshoot apps. Carefully define error states, and maintain logs to pinpoint and solve performance issues. (SearchCloudComputing.com)
 
Master Azure subscriptions with these key concepts and terms
Azure's subscription structure lets admins break out responsibility for billing and resource management. But first, they need to know concepts such as accounts and departments. (SearchCloudComputing.com)
 
Look beyond public cloud giants for the right PaaS offering
While the leading public cloud vendors remain a popular choice for PaaS, there are other offerings, ranging from Heroku to Engine Yard, that might be worth a closer look. (SearchCloudApplications.com)
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