If your CSV, JSON, XML, database table, NoSQL store or Java Object has “20160704000000” in it as a String or even a number then you are part of the Big Data problem and a long way from Fast Data. The space is occupies is one thing but performance is another.
Got lots of data? So does Amaysim, a leading Australian telecom provider, with its billions of rows of data. The organization successfully empowers its small team of data analysts with self-service data analytics platforms so they can easily access the data they need, perform advanced analytics, and visualize findings for …
This talk introduces Apache Samza, a distributed stream processing framework developed at LinkedIn. At first it looks like yet another tool for computing real-time analytics, but really it’s a surreptitious attempt to take the database architecture we know, and turn it inside out.
It can be usual for software developers to let the ORM take care of the database schema. In many cases it’s a bad idea as it makes the data stored in your database brittle and hard to use confidently. I’ll show a few tricks which will help you cleanly store …
In today’s rapidly changing financial world, designing robust and durable data warehouses can be a challenge that does not always stand the test of time.
Over the last five years, the amount of data in our data centers has exploded, and today there are numerous NoSQL, streaming, and batch systems that promise to scale with your data. These new technologies bring with them a difficult question that needs to be answered: which tool is the …
