Anomaly Detection is a very powerful pattern and mostly, 70% time used. Azure Stream Analytics is having built-in ML-based Anomaly detection. It is based on the Un-supervised learning model i.e. model does not come with any pre-training, it starts learning with no o…

This article is extend of my previous post “ Real-Time Data Stream Processing in Azure Part: 1 ” on real time analytics. Before I start the core for which you started reading this blog, lets quickly review few basic concepts for Stream Analytics.

There are multiple ways to do real time analytics on Azure, depends on source type and the analytics which we want to perform. This article will introduce the major services in Azure which are involved for real time data solution and at the end will compare all to kno…

Delta Lake is an open-source storage layer that brings ACID transactions to Apache Spark and big data workloads. Delta Lake offers: ACID Transactions Scalable Metadata Handling Time Travel (data versioning) Open Format Unified Batch and Streaming Sou…

Azure Synapse is a limitless analytics service that brings together enterprise data warehousing and Big Data analytics.  It gives you the freedom to query data on your terms, using either serverless on-demand or provisioned resources—at scale. SQL Analytics u…

One of the cool feature of cloud is easy to adapt cutting edge technologies. A modern data warehouse(MDW) lets you bring together all your data at any scale easily, and means you can get insights through analytical dashboards, operational reports or advanced analytics…

In this post, I will show how you can perform automated Refresh / Calculate / Sync the Azure Analysis Services models in one go by using Logic Apps and REST calls. Some of pros of using Logic App, apart from being so handy and ready to use enterprise connectors a…

Azure Analysis Services is a fully managed platform as a service (PaaS) that provides enterprise-grade data models in the cloud. Use advanced mashup and modeling features to combine data from multiple data sources, define metrics, and secure your data in a single, tru…

First let’s understand the 3 different roles of disk i.e. the data disk, the OS disk, and the temporary disk.  A data disk is a managed disk that's attached to a virtual machine to store application data, or other data you need to keep.  OS disk has pre-insta…

To show benchmarking, below General Purpose mysql RDS created SHOW VARIABLES  LIKE   "%version%" ;

If you need to capture a network trace/TCP Dump of a client or server here are some simple ways using which usually I do this: Capture fiddler trace    1) Install Fiddler from http://www.telerik.com/download/fiddler/fiddler4 if not already done    2) Launch fid…

Tool Used: iperf First Instance ECS on Cloud: root@iZj6c5vmzbgujq3xi2m45aZ:~#  phoronix-test-suite system-info Phoronix Test Suite v5.2.1 System Information Hardware: Processor: Intel Xeon E5-2682 v4 @ 2.50GHz (1 Core), Motherboard: Alibaba Cloud…

Tool Used: sysbench, Phoronix Test Suite First Instance ECS on Cloud: root@iZj6c5vmzbgujq3xi2m45aZ:~# phoronix-test-suite system-info Phoronix Test Suite v5.2.1 System Information Hardware: Processor: Intel Xeon E5-2682 v4 @ 2.50GHz (1 Core), Mot…

Tool Used:  sysbench, Phoronix Test Suite First Instance ECS on Cloud: root@iZj6c5vmzbgujq3xi2m45aZ:~#  phoronix-test-suite system-info Phoronix Test Suite v5.2.1 System Information Hardware: Processor: Intel Xeon E5-2682 v4 @ 2.50GHz (1 Core), M…

Tool Used: sysbench, Phoronix Test Suite First Instance ECS on Cloud: root@iZj6c5vmzbgujq3xi2m45aZ:~# phoronix-test-suite system-info Phoronix Test Suite v5.2.1 System Information Hardware: Processor: Intel Xeon E5-2682 v4 @ 2.50GHz (1 Core), Mot…

For those who wants to know the current list of benchmarking available for windows in PTS, I am listing whole result here: $ phoronix-test-suite list-available-tests    OR 1:   Run A Test / Benchmark 2:   Run A Suite       [A Collection Of Tests] 3:…

You may need to lock a subscription, resource group, or resource to prevent other users in your organization from accidentally deleting or modifying critical resources. You can set the lock level to CanNotDelete or ReadOnly. In the portal, the locks are called Delete …

Use tags for your Azure resources, resource groups, and subscriptions to logically organize them into a taxonomy. Tag consists of a name and a value pair. To apply tags to a resource, you must have write access to the Microsoft.Resources/tags resource type. Many Az…