Tag "Big data streaming analytics"

Real-Time IoT Data Ingestion and Predictive Analytics Using Spark Structured Streaming and Informatica

IoT and streaming data is increasingly becoming a competitive differentiator for enhancing customer experience, improving operational efficiency, and real-time business decision making. According to Gartner, “By 2022, more than half of major new business systems will incorporate continuous intelligence that uses real-time context data to improve decisions.”[1] With the adoption of streaming data, enterprises are... more

Connected Cars: How IoT, Streaming Data & Real-Time Analytics are Disrupting the Rental Car Industry [Part 1]

This three-part series on connected cars has been co-authored by Amit Kara, Vishwa Belur, and Soumya Banerjee. You’re enjoying your family vacation, driving through California’s most scenic routes, when suddenly, your rental car comes to a complete halt. Your children and, most importantly, your spouse are not happy campers. You think to yourself, with all the advancements in automobiles,... more

Fast and Furious: Designing for the Fast Data Lane: Transporting and Processing Streams

In the earlier post, we discussed the ability for stream processors, such as Informatica VDS, to process events at the edge, in this post we look at how these events are transported to the corporate data center for streaming analytics. As you’re lounging in front of the TV flipping channels you notice a product during... more

Fast and Furious: Designing for the Fast Data Lane Collecting Streams

Switching to the carpool lane can be intimidating especially when you don’t have all the information available to you to safely make the lane change. For example, is the carpool lane open, is my blindspot clear to make the lane change?  How do you efficiently collect bits and pieces of data at the right time... more

Fast and Furious – Shifting from The Slow Data Lane

It’s a sunny afternoon, you’re on the highway with the top down and stuck in traffic. You fumble through your navigation trying to figure out which is the best and fastest route to your destination. You can take the side streets, where you will encounter traffic lights and eventually get to your destination. Alternatively, you... more