Distribution of Analytical Process: Things to Consider
Premise The rush of big data, cloud and favorable economics for analytics at scale, are driving demand for insights not possible with existing manual analytical tools. But with a shortage of trained professionals skilled in quantitative methods, the industry is proposing a solution alternatively referred to as “pervasive analytics” or “the democratization of analytics,” pushing […]
Persistence of IoT Data: Is There an “Informating” Strategy at Play?
Premise There is no consensus yet about the ultimate destination and persistence of data flowing from millions or billions of sensors. Because they are distributed, the transmission costs to a central repository may seem prohibitive, leading to schemes to reduce and/or aggregate data at the edge. Alternatively, new and unforeseen applications may be waiting for […]
Bringing Model Training Fully into Machine Learning DevOps
Premise As developers incorporate statistical machine learning (ML) models into their work, warding off application decay depends on maintenance of those models within end-to-end DevOps pipelines. Maintaining traditional application code and training statistical ML models are two sides of the same DevOps coin. Essentially, training ensures that embedded ML models continue to achieve intended application […]
Veritas: The Best Kept Secret Everyone's Heard of…
Often on theCUBE we have the pleasure of hosting guests that are so knowledgeable that you just want to go back and watch the videos over again. Recently, at the Veritas Vision event in Las Vegas, we had a chance to sit down with just such an individual– Bill Coleman, CEO of Veritas. Coleman is […]
Veritas: The Best Kept Secret Everyone’s Heard of…
Often on theCUBE we have the pleasure of hosting guests that are so knowledgeable that you just want to go back and watch the videos over again. Recently, at the Veritas Vision event in Las Vegas, we had a chance to sit down with just such an individual– Bill Coleman, CEO of Veritas. Coleman is […]
Evaluating Serverless Frameworks for the True Private Cloud
Premise Serverless computing environments execute microservices that are stateless, event-driven, and asynchronous. Though typically associated with public cloud services, serverless computing is coming to private clouds as well. A growing range of open-source and other serverless frameworks are entering the market, providing options for enterprises that wish to deploy them entirely inside their private clouds […]
A Guide to Concepts in Digital Twins
Premise. The digital twin programming concept will extend well beyond IoT. It presents a richer representation of real things that traditional programming technologies. Users need conventions for core concepts and how they fit together. In our conversations with the Wikibon community, we hear both interest and confusion regarding the notion of digital twins. We believe […]