Organizations in the transportation and manufacturing industries are applying Industrial IoT concepts and technology to transform product development, supply chains, and manufacturing operations. Scania is driving logistical efficiency and sustainability with big data. Scania is a world-leading provider of transport solutions and is leading the shift towards sustainable transport systems. In 2018 it delivered 88,000 trucks, 8,500 buses as well as 12,800 industrial and marine engines to customers.

It was easy to start a software company 15 years ago. There was a huge transformation from desktop to the cloud and that created an opportunity for any vendor to establish their place at the table offering cloud-based software. But it’s now more difficult to create new products that are significant and compete because we have mega-vendors in the cloud. The days of being able to bring a really significant product to market are over.

Bringing your own libraries to run a Spark job on a shared YARN cluster can be a huge pain. In the past, you had to install the dependencies independently on each host or use different Python package management softwares. Nowadays Docker provides a much simpler way of packaging and managing dependencies so users can easily share a cluster without running into each other, or waiting for central IT to install packages on every node.

A new year is upon us and that means it’s time to look ahead to what’s coming next. In cloud computing, organizations are going to be making adjustments in 2020 – to accommodate overstrained budgets, new regulations, and shifting technologies. It will be a year of identifying what’s not working and moving toward the right solutions. Let’s take a look at three trends that will impact cloud computing across all industries in the coming year.

An emerging field of data science uses time series metrics to develop an educated estimate of future developments in business such as revenue, sales, and demand for resources and product deliverables. A forecast is based on historical data of a given metric plus other relevant factors. Accurate forecasts are an important aspect of corporate planning.

As a company known for our anomaly detection, we know a thing or two about spotting irregularities. So as we reached the end of 2019, we couldn’t help but think back on the 2010s and the anomalies that shook the world. Once we got to listing them, it really became tough to pick just 10. Ultimately, after much debate, we ranked them based on their impact, newsworthiness and how utterly unexpected they were.