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4 paths to sustainable AI

CIO Business Intelligence

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is He also recommends tapping the open-source community for models that can be pre-trained for various tasks.

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Technology Short Take #80

Scott Lowe

As opposed to just encrypting data at the transport level (although Acra does that between components of its architecture) or just encrypting data at the storage level (using an encrypted file system or similar), Acra targets encrypting data at the table/row/column level within a database. Acra is open source and available via GitHub.

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Making the most of MLOps

CIO Business Intelligence

They can be open source or proprietary. There are general principles, dozens of vendors, and even more open-source tool sets. This is where the pitfalls come in,” says Helen Ristov, senior manager of enterprise architecture at Capgemini Americas. “A But mastering the technical aspects is only part of the equation.

Devops 145
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Making the most of MLOps

CIO Business Intelligence

They can be open source or proprietary. There are general principles, dozens of vendors, and even more open-source tool sets. This is where the pitfalls come in,” says Helen Ristov, senior manager of enterprise architecture at Capgemini Americas. “A But mastering the technical aspects is only part of the equation.

Devops 138
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6 deadly sins of enterprise architecture

CIO Business Intelligence

For all its advances, enterprise architecture remains a new world filled with tasks and responsibilities no one has completely figured out. Even at the lowest costs of cold storage offered by some of the cloud vendors, the little charges can be significant when the data is big. But all those gigabytes and petabytes add up.

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AWS re:Invent 2016 Keynote with Werner Vogels

Scott Lowe

Vogels similarly expands on each of these points, highlighting how he believes AWS lives up to these guidelines. Overriding all of these, though, is the guideline to “protect customers at all costs.”. Vogels give a shout-out to the Twelve Factor App guidelines; he also points out AWS’ Well-Architected Framework.

Data 60
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Technology Short Take #57

Scott Lowe

Kirk Byers has a helpful article that provides some suggestions and guidelines for how to make your network automation/network scripts become more than just your own personal hobby at work. Good stuff if you’re interested in getting more details on how OVN is implementing new features like L3. Servers/Hardware. Virtualization.

Windows 60