Serverless automation with Waylay engine

The Waylay engine is the rule engine that separates information, control and decision flow using the smart agent concept.... Read More

 

Waylay engine, a new era of building cloud applications

Neither flow engines nor BPM engines can solve the problem of merging the IoT world of continuous real-time sensor data with the API world of cloud and enterprise software data.... Read More

 

The hidden powers of IoT analytics. Part 2: How to use it

The first stages of a data integration pipeline should provide insight into the underlying data models and map the data into more concrete data assets for your analytical use cases.... Read More

 

The hidden powers of IoT Analytics. Part 1: Why it matters

There is new value to be extracted from the vast amounts of real-time IoT data that is not put to use in the live moment. This data can get a whole new makeover in its afterlife, where new developments in ML and AI make it more available as ever to extract new meaning from big data.... Read More

 

AI and IoT, Part 3: How to apply AI techniques to IoT solutions - a smart care example

In this final part of the series, I will be using the real-life example of an elderly care field trial, in order to explain how we combine different AI techniques.... Read More

 

AI and IoT, Part 2: Deep Learning and Bayesian Modelling, building the automation of the future

This is the second part of a three-part blog series. You can read the first part here and the third part here. Why are kids so... Read More

 

AI and IoT, Part 1: Challenges of applying Artificial Intelligence in IoT using Deep Learning

Artificial Intelligence provides us the framework and tools to go beyond trivial real-time decision and automation use cases for IoT. Deep Learning has fascinating potential, solving various non-linear multi-dimensional problems.... Read More

 

The two-sided value coin of big data

There are only two types of value that companies can derive from processing big data, one is in the form of information, the other is in the form of action. They represent automated versions of the two components of intelligence: learning something new and being able to act on what we learn.... Read More

 

The curse of dimensionality in decision trees - the branching problem

When we talk about the curse of dimensionality, we often refer to the difficulty that arises when analyzing and organizing data in high-dimensional spaces. This blog is about a problem with decision trees that is similar to data analytics in high-dimensional spaces.... Read More

 

IoT Platform Evolution - from Net Fishing to Pole Fishing. Operationalizing Big Data for IoT

First, your smart-sensor-enabled-network-connected things begin sending information about themselves and their environment to your central hub in the cloud.... Read More

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