Data Movement: Most Used Messaging Patterns and Why They are so Important Systems engineers always have to take data movement into account when designing systems of any scale. In fact, data movement remains a primer on most used messaging patterns, including pub/sub, event streaming, and message queuing. Currently, in all markets, all business decisions are […]
Managed Trino Service – What it is, Advantages, & More Let’s see what Trino has to offer and why you should consider choosing Pandio’s managed Trino service. But before we go straight to dessert, let’s first see what the major problems with big data are and why we struggle to make sense of it. Big […]
Does Confluent’s “Data in Motion” Really Measure Up? On June 24, Confluent, a data analytics and message streaming company, went public with its initial public offering (IPO), opening the door to public investors. The company’s data streaming technology is built on Apache Kafka and as a result of the IPO Kafka is garnering a lot […]
Why Data Engineers Prefer Pandio’s Managed Presto Service Presto is a SQL query engine that is driving productivity and efficiency for data science and engineering teams. It allows data engineers to access and exploit data without needing to physically move the data. This article will review why Pandio’s managed Presto service is so compelling and […]
What Are the Benefits of Online ML vs.Traditional Batch? There is a field in machine learning called online learning, and it refers to an array of machine learning practices and techniques that learn from a selected source of data provided over time. In online learning methodology, each new batch of data updates the existing machine […]
Challenges Building Big Data Pipelines for Next Generational Workloads In the past decade, the volume, velocity and variety of raw data available has grown to increasingly massive numbers. With more data, companies stand to quickly turn raw data in gold. Quickly feeding data scientists with clean and manageable datasets can help companies remain agile within […]
Data Fabric: What It is, Why You Need It, and How It’s Transforming Data-Driven Business Decisions for Modern Companies Modern business is constantly evolving and expanding. As it does, employees often look for new ways to improve efficiencies and speed up workflows. Frequently, adopting new technologies spurs those efficiencies—technologies that automate and streamline processes that […]
Everything You Need To Know About Cloud Migration You can’t run a successful business these days without a website. The push for a fully digital age is almost complete, and without a website, it’s like your business doesn’t exist at all. However, as your site keeps growing and attracting new visitors, you might need to […]
What is ETL: Benefits, Challenges & Recent Advances Gathering business intelligence necessary for growth requires a lot of time, effort, and the right data analytics tools. However, many data reporting tools don’t have enough capacity to store all the data from various analyses. You often end up with incomplete or inaccurate data, which can disrupt […]
An Introduction to Compute at the Edge Edge Computing refers to computation-intensive tasks executed at and near data sources and end users with two primary motivating factors. Massive data generated by IoT devices and smartphones should be processed near the source when feasible to avoid wasted bandwidth sending it to the Cloud. Many applications, including […]