When Apache Spark works well, it works really well. Sometimes, though, users find themselves asking this frustrating question. Spark is such a popular large-scale data processing framework because it is capable of performing more computations and carrying out more stream processing than many other data processing solutions. Compared to popular conventional systems like MapReduce, Spark is 10-100x faster.

As an engineer, engineering supervisor, or CTO, you are responsible for making architectural decisions that help your team create innovative products and optimize technology costs. The type of architecture you select affects how much control you have over data, infrastructure, and customization options. The Software-as-a-Service (SaaS) model is one of the major architectures you can use to deliver services to customers — anytime and anywhere.

More enterprises continue to adopt managed data integration services like AWS Glue. According to the Data Pipelines Market Study Report, 65% of organizations now prefer cloud-based or hybrid cloud data integration solutions. And how exactly do they stand to benefit? This article explains the craze by covering AWS Glue in detail, which happens to be one of the most popular cloud data integration services today. We’ll cover.

When it comes to September’s cloud cost news, cloud-based organizations will have to take a little bit of sour news along with the sweet: Cloud costs continue to rise with inflation, and IBM cloud service users will soon see price hikes, but AWS and Azure have both recently released updates that may help you keep your costs under control. Read on to see how these changes may affect your company in the coming months.

Amazon CloudFront is a Content Network Delivery service (CDN). CDNs are primarily used to reduce latency. They do this by serving certain types of content (images, videos and static files) from servers that are geographically closest to any particular user. I.e. users in France will receive content from the server in Paris; users in Malaysia will receive content from the server in Kuala Lumpur.

In today’s hyper-connected digital landscape, businesses rely heavily on cloud computing to streamline operations, enhance scalability, and drive innovation. However, the seemingly limitless potential of the cloud comes at a steep price – one that goes far beyond financial considerations. Welcome to the world of data centres, the not-so-hidden environmental offenders of the corporate world.

Having spent the best part of the last 15 years working in cloud cloud consulting I like to think I know a little bit about public cloud and its challenges. One thing that comes up time and time again in conversation with those that we have helped move to cloud is the lack of control over usage, generally a response to continuously rising bills with no clear indication as to why.

Measuring and monitoring unit economics can help your SaaS brand make informed business and engineering decisions. But how do you get that data and what exactly are SaaS unit economics? We’ll cover exactly what SaaS unit economics are, metrics you should monitor, how to calculate your unit economics, and the tools you can use to be successful.

Getting to cloud efficiency is both an art and a science. The art has long been CloudZero’s specialty: giving engineers complete visibility into the costs associated with their cloud infrastructure, putting it all in a business context, and helping them make proactive decisions about how to build and scale efficiently. In other words, the art is on the human side. Giving human engineers the visibility and context to understand and control cloud costs.