We did considerable work in using real time data to predict maintenance operations in high speed manufacturing. Some of the methods we developed were ultimately licensed out.
Recent press release:
" ... Among the seven vendors evaluated, "IBM scored highest on performance and scalability." The report notes that "IBM InfoSphere Stream is industrial strength" and "has comprehensive stream processing operators and development tools that can satisfy the gnarliest of use-cases." It also credits IBM's "significant investments in research."
IBM’s status as a leader in the big data streaming analytics market is based on the evaluation of its InfoSphere Streams software. Developed by IBM Research, InfoSphere Streams rapidly ingests and continuously analyzes massive volumes and varieties of streaming data from thousands of sources to help improve business insight and decision making and enable predictive and cognitive analytics. The technology can process millions of messages per second.
IBM’s Big Data and Analytics capabilities are helping to drive transformation in areas such as energy, financial services, healthcare and telecommunications, while C-suite executives including CMOs, CFOs and CHROs across industries are now using IBM analytics to deliver better business results. ... "
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