Machine learning is a variant of artificial intelligence (AI) that makes the systems for self-learning from the data enrolled without being specially programmed. ML aims at the improvement of computer programs that makes the systems to learn for themselves with the accessed data. The overall learning process initiates with observations from the data accessed such as searches, instructions to find out a particular data. The primary scenario is to allow computers to learn artificially to perform according to our needs. Machine learning is highly related to computational statistics, which aims …
A load balancer distributes incoming traffic towards multiple EC2 instances in multiple Availability Zones. By this way, a load balancer increases the fault tolerance of the applications. Elastic Load Balancing is used to detect unhealthy instances and directs the traffic only to healthy instances. Elastic Load Balancing scales the load balancer as traffic to the application changes over time, and it can scale to the vast majority of workloads automatically. Elastic Load Balancing supports three types of load balancers. 1)Application Load Balancers 2) Network Load Balancers 3) Classic Load Balancers …
Puppet is an open-source system management tool for centralizing and automating configuration management. Configuration management is the detailed recording and updating of information that describes an enterprise’s hardware and software. Puppet is written using Ruby. System Administrators usually perform repetitive tasks such as installing servers, configuring those servers, etc. They can automate this task, by writing scripts, but it is a very hectic job when you are working on large infrastructure. To solve this problem, Configuration Management was introduced. Configuration Management is the practice of handling changes systematically so that …
Ansible is open-source software that automates software provisioning, configuration management, and application deployment. Ansible connects via SSH, remote PowerShell or via other remote APIs. You can use Ansible to automate three types of tasks: Provisioning: Set up the various servers you need in your infrastructure. Configuration management: Change the configuration of an application, OS, or device; start and stop services; install or update applications; implement a security policy; or perform a wide variety of other configuration tasks. Application deployment: Make DevOps easier by automating the deployment of internally developed applications …
Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. A data warehouse architecture consists of three tiers. The bottom tier of the architecture is the database server, where data is loaded and stored. The middle tier consists of the analytics engine that is used to access and analyze the data. The top tier is the front-end client that presents results through reporting, analysis, and data mining tools.
AWS Lambda is a feature that helps to run code without provisioning or managing servers. We need to pay only for the compute time we consume – there is no charge when our code is not running. AWS Lambda is an ideal compute platform for many application scenarios, provided that you can write your application code in languages supported by AWS Lambda (that is, Node.js, Java, Go and C# and Python), and run within the AWS Lambda standard runtime environment and resources provided by Lambda.
Kibana is an open-source application tool used for log and time series analytics, application monitoring etc. On the latest Kibana, we can search and view the logs which logstash recorded. Kibana is a web interface software utilized for searching and visualizing logs as well as creating the charts, maps, bars etc of data. We use Kibana tool to view and communicate with the data stored in Elasticsearch. We can run Kibana on-premises, on Amazon EC2, or on Amazon Elasticsearch service. While we install Kibana software on on-premises or Amazon EC2 …
Sebin Xavi, the systems engineer of SupportPRO, has bagged the 1st rank in Cpanel University Leaderboard. Congratulations on completing the requirements for your CPANEL & WHM SYSTEMS ADMINISTRATOR CERTIFICATION. Doing all of that extra work while continuing in your full-time position was extremely ambitious and took a lot of effort and dedication on your part. We are sure it was worth it all, knowing that your achievement will make such a positive difference in your career path. cPanel & WHM Administrator Certification This exam covers the important concepts and topics …
Cloud computing has come a long way whether you mean the technology itself or the ways companies have adopted it over the past years. If your organization is making the leap or considering switching architectures, we could help you better understand the different offerings. Cloud computing architecture comes in many different flavors. The most three popular architectures among enterprises are detailed below. IaaS – Infrastructure as a Service PaaS – Platform as a Service SaaS – Software as a Service IaaS vs PaaS vs SaaS Though the three architectures take …
Healthcare organizations traditionally are cautious in their approach to new technologies. With good reason, of course. Healthcare IT supports a mission that leaves no room for error. And as cloud computing has emerged in recent years as a cost-effective alternative to expensive data warehouses, healthcare was not an early adopter. But recent research shows that an increasing number of hospitals and private practices are migrating databases, applications, and services (such as disaster recovery) to the cloud, with no slowdown in sight. In a HIMSS Analytics survey of healthcare IT executives …