In this blog series we’re examining the Five Myths of Apache Spark Optimization. The fifth and final myth in this series relates to another common assumption of many Spark users: Spark Dynamic Allocation automatically prevents Spark from wasting resources.

Gartner predicts that by the end of 2025, 80% of organizations will use cloud automation tools to orchestrate workloads. The firm also forecasts that spending on public cloud services will hit $679 billion by the end of 2024, with SaaS leading the cloud computing market. This surge in cloud spending will shape the future of SaaS, and cloud automation tools will play a key role in this transformation.

Many SaaS companies struggle to get engineers to take charge of costs and lower cloud expenses. Confused business leaders often put the problem on the shoulders of the engineers: Surely, it’s just that the engineers don’t care enough to stay within budget, or maybe they just don’t want to participate in the culture of cost efficiency leadership is trying to build. But what if your engineers actually do want to optimize costs—they just don’t have the tools and data to do so?

AWS is the most popular cloud service provider partly due to its global data center network. The distribution enables organizations to configure their workloads to meet the needs of their global clients. The thing is AWS Regions charge different rates for almost everything, from compute and storage to data backup and retrieval services. And these cost variances can add up quickly.

Although container-related technology existed before 2013, Docker revolutionized and propelled it into the mainstream. Using Docker, developers could automatically create containers from application source code, share libraries, and reuse containers. Docker enables you to track container image versions, roll back to an earlier iteration, and track who built a specific one. You can even upload only the deltas between two versions.

HighRadius is a FinTech company that specializes in using automation to make financial management easier. So naturally, RamKishore Middela, assistant vice president of cloud engineering at HighRadius, recognizes more easily than most the benefits of automating his company’s cloud cost management with CloudZero.

Simplify cost management and drive cost reductions across all in-house and managed cloud services.

GCP Cost Reporting is one of several tools provided by Google Cloud Console. The more you know about them, the more you’ll understand your Google Cloud bill. In addition, knowing the drivers behind your costs will help you reduce waste and maximize your GCP spend. This quick guide to GCP reporting tools will guide you on how to do it. We’ll also share how to get more detailed cost intelligence such as Cost per Customer or Cost per Feature on top of basics such as total and average costs.