Cloud Cost Management – Explainable Anomaly Detection with Cross Resources in Public Clouds

In our previous blog of contextual anomaly detection, we have discussed machine learning algorithms that are used to detect abnormal Cloud activities in a real-time manner. Several types of abnormal Cloud activities include but not limited to: Abnormal User Accesses … Read More

Is LVM still relevant in cloud?

When I was first introduced to the Logical Volume Manager (LVM) in the 90s I was fascinated by its concept of mix-and-matching physical disk drives and transforming them into virtual devices (stripes, mirror, RAID) with a multitude of add-on services … Read More

Simple AWS EC2 scheduler vs Machine Learning driven EC2 scheduler

AWS EC2 power ON/OFF Turning off EC2 instances when they are not in use is a simple and effective way of reducing AWS cost. It works especially well in environments such as development/test where EC2 instances are used only during … Read More

Upgrading to AWS EC2 C5/M5 instances to reduce cost and the caveats

AWS continues to upgrade EC2 families with new capabilities and price/performance characteristics. Next generation instances were added recently to Compute Optimized instance family (C5) and General Purpose instance family (M5). C5 instances are powered by 3.0 GHz Intel® Xeon® Scalable … Read More

5 Ways of Cloud Optimization to Reduce Your Cost

According to Forbes, the cloud computing marketplace is expected to increase from $67B in 2015 to $162B in 2020 attaining a compound annual growth rate (CAGR) of 19%. While customers are spending more on public cloud, resources are often over-provisioned. … Read More