real time streaming data Archives

Flink: Time Windows based on Processing Time

September 9, 2020October 22, 2020Apache Flink, Big Data and Fast Data, Flink, Java, ML, AI and Data Engineering#apache flink, #apache-flink, #flink, DataStream API, Flink, Flink Streaming, real time streaming data, Stream Processing, Window Functions

Reading Time: 4 minutes In the previous blog, we talked about Flink’s windows operator, a heart of processing infinite streams. Generally in Flink, after specifying that the stream is keyed or non keyed, the next step is to define a window assigner. The window assigner defines how elements are assigned to windows. Flink provides some useful predefined window assigners like Tumbling windows, Sliding windows, Session windows, Count windows, and Continue Reading

Banking on Real-Time Analytics for Better Customer Experience

November 18, 2019July 7, 2021Big Data and Fast Data, Business Insights, Studio-Scalareal time analytics, real time analytics in banking, real time streaming data, streaming analytics

Reading Time: 4 minutes The digital storm has now made its presence felt across various industries and the banking and financial sector is also not far behind. The way customers interact with banks is not the same anymore. Things have become “in-the-moment” and banks need to be responsive as things get up to speed. Customers have become so used to mobile and online banking, that it’s taken for granted Continue Reading

Fast Data: The New Age Analytics For Enhanced Customer Experience

October 21, 2019July 24, 2020Big Data and Fast Data, Business Insightsfast data, fast data analytics, real time streaming data, streaming analytics

Reading Time: 6 minutes Data is evolving both in terms of quality and quantity in today’s enterprises and in the past few years, changes have occurred at a much faster pace. Not long ago, Big Data was considered the next big thing for digital transformation. Technologies like Hadoop and HBase made sense as batch processing of data was the norm. But things are not the same now. By the Continue Reading

RealTimeProcessing of Data using kafka and Spark

July 17, 2017Studio-Scaladata stream, kafka, real time streaming data, Spark, streaming data

Reading Time: 3 minutes Before Starting it you should know about kafka, spark and what is Real time processing of Data.so let’s do some brief introduction about it. Real Time Processing – Processing the Data that appears to take place instead of storing the data and then processing it or processing the data that stored somewhere else. Kafka – Kafka is the maximum throughput of data from one end to another . Continue Reading