Building a data lake in Amazon S3 using AWS Spectrum to query the data from a Redshift cluster is a common practice. However, when it comes to boosting performance, there are some tricks that are worth learning. One of those is using data in Parquet format, which Redshift considers a best practice. Here's how to use Parquet format with Xplenty for the best data lake performance.

Developers, engineers, and anyone else looking to streamline development and decrease build times for integrations rely on APIs (application programming interface) to enable applications and databases to communicate. This inevitably leads to a comparison between SOAP and REST APIs, since they are two of the most common API paradigms. It can be quite difficult to understand where SOAP and REST methods are best suited, what their specific differences are and why developers prefer one method over the other.

It’s hard to believe that Unravel Data was founded eight years ago — though the first few years were dedicated to defining and building our initial product. Since this time, the company has raised several rounds of funding, released several versions of our flagship DataOps Platform, and is being used by some of the world’s leading brands to improve the efficiency and reliability of their data pipelines.

If you’re looking for an alternative to your legacy ETL database software for your cloud migration and ongoing replication, read on to learn more about key considerations.

If you’re evaluating the best ETL database software for your cloud migration, here’s our take on key differences.

Need to calculate a revenue your business can count on? 20 experts will help you learn how to calculate MRR and increase it.

This blog post is part three of a three-part series on how they’ve scaled their API management with Kong Gateway, the world’s most popular open source API gateway. (Here’s part 1 and part 2.) In 2019, our Kong-based API gateway platform hosted about 1,900 proxies and handled 375 million transactions per month. 2020 saw a tenfold increase in both metrics to more than 11,000 proxies and 4.5 billion transactions per month—about 150 million transactions per day.

Things don’t always go well when using an API for the first time, especially if you’re a beginner and it’s your first time integrating an API into another system. Often documentation is lacking in terms of errors, since it’s easier to anticipate things going right, than things going wrong. In HTTP, many status codes can give you an idea of what was going on when you called an API.

Developers often create many small API tools that can improve functionality, creation, tests, and management. For many organizations though, a comprehensive API management platform that consolidates many features into a single, unified solution presents an attractive alternative. If you don’t want to bother with managing a suite of small, disparate tools, you could be interested in understanding more about the following API platforms that provide an exhaustive set of features.

Whether or not you plan for it, APIs are becoming a critical aspect of your business’s functionality. The Wall Street Journal reports that 10 percent of businesses already use more than 200 apps. You cannot stop your employees from adopting apps that help them do their jobs. Instead, you should lead them by developing a digital strategy that helps monitor KPIs, reviews API adoption, and follows a planned roadmap to reach business goals.