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…

Before I start details for Delta Architecture lets recap Lambda Architecture first, then you will be able to appreciate the beauty of delta Architecture. Lambda architecture is a popular technique where records are processed by a batch system and streaming system…

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…

In today’s market there is range of affordable to high-end and low-end computers that are loaded with variety of specs. The purpose of this article is to measure the performance of computer of your choice using diagnostics tests to measure different performance metric…

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:…