Machine learning is ‘predictive analysis’ in very simple terms, agree? Arrive into a conclusion by analyzing the data. Can this possible only with computers? We, human beings do it on a daily to basis, to catch a bus, to drive a car, to shop and what not.
Don’t be confused. Let me try to explain and don’t blame me at the end if that doesn’t work, a pre-bail has been taken :-).
Let me take the example of how we learn driving. Excuse me for those who never tried it 🙂.
The driving instructor gives you first set of data like usage of steering wheel, gear shifting, clutch, brake, accelerator etc. Initially, with those basic data you mess with clutch, gear, accelerator and brake often. Then you slowly correct the mistakes by practicing which means you are learning by feeding your brain with additional data on how to use it effectively. Eventually you get it correct when you have more and more data; and create your own algorithm to drive your car. Result of this you start applying the break softer, start shifting the gear smoothly. That is exactly the machine learning does with the help of your intelligence (it is currently being replaced with Artificial Intelligence –AI 🙂). Continue reading “Machine Learning: I do it, you do it everyday without a computer”
Microsoft has now announced its long pending Availability Zones in each region. It is currently on preview and recommended only for non-critical workload as Micorsoft does not provide any SLA now. With this, you can now provision your workload from different data centers in the same regions for resilience as you will have options to select between minimum of 3 AZs in each region with GA. However, it is now available only on East US2 and West Europe for Preview.
AWS currently operate 44 AZs across 16 Regions and 14 more AZs are already planned (44+14 =58). Microsoft currently operate in 36 regions and 6 more to come. If you assume that Microsoft will bring 3 AZs minimums at each of these regions, Microsoft would have (36+6) *3= 126 which itself is more than double the size of AZs across the globe. I agree, it does not make much sense to just play with the numbers so Microsoft need to bring the services that would help customers to make use availability zones and add value to their workloads hosted in Azure services. AWS currently offers multiple PaaS services for their Multi-AZ deployment model so Microsoft still need do good job on making sure that more services are available for Multiple AZ deployments.
Continue reading “Availability Zones for Azure, like in AWS.”
It is not just the public cloud today, but it is Hybrid Cloud.
Microsoft is working on making our hybrid life less difficult by introducing Azure stack. We all know the pain of getting Microsoft System Center integrated and working on-premises to enable private cloud. Yes, I agree with you SC is not a candidate for comparing it with Azure Stack. However, I believe Azure Stack will be solving these issues and bringing cloud to your data center with ‘Pay as You Use’ Pricing model.
What is Azure stack as per Microsoft?
Microsoft Azure Stack is a hybrid cloud platform that lets you deliver Azure services from your organization’s datacenter. Bring the agility and fast-paced innovation of cloud computing to your on-premises environment with Azure Stack. This extension of Azure allows you to modernize your applications across hybrid cloud environments, balancing flexibility and control. Plus, developers can build applications using a consistent set of Azure services and DevOps processes and tools, then collaborate with operations to deploy to the location that best meets your business, technical and regulatory requirements.
Continue reading “Bring Home Azure with Azure Stack”
Amazon EC2 Systems Manager is a flexible and easy to use management service that enables enterprises to securely manage and administer their workloads, running on-premises or in AWS, using a single unified AWS experience. EC2 Systems Manager is designed to be highly automation focused to enable configuration and management of instances at a large scale, while making it really simple to write and maintain automation artifacts.
It is another service which going to kill slowly others by extending support to on-premises servers. The beauty of this service is, it is absolutely free as long as you meet the pre-requisites. It covers all we need like patching, compliance management, automation, inventory etc. Interesting one is Parameter Store using which you can store your password encrypted reducing the manual overhead of storing and managing it in configuration files. It can be easily integrated with IAM and KMS.
Even though it is supported on-premises servers, it is going to be challenging as AWS needs to push all updates directly and also collect the inventory from each endpoint in corporate data centers. We end up with making many holes on the firewalls and also lot of traffic between AWS and our data centers. This will not only overload your network but also increases your AWS bill. It was good to have something site agents which can coordinate with agents in the sites and report back to the SSM services in the AWS cloud. This would avoid too much of client connecting directly to the AWS cloud over the link and will be easy to maintain the firewall rules as well. AWS does not recommend keeping many workloads on our premise as they want everything to be moved to the cloud so we may have to rule out anything like that in the future. Below diagram show how the service manager connects to the endpoints.
Continue reading “Amazon EC2 Systems Manager – Key Points We need to know”
We have watched many big announcements from AWS this year November and December. It was all part of the AWS Las Vegas Re-invent. You can watch many of the key notes and session from the Youtube easily. You can watch the keynotes from AWS as well.
I have listed below some of the announcement that AWS made which I think we, infrastructure architects should be noted. It is not the complete list however; it covers only December month announcement as of 10th Dec 2016. Continue reading “AWS December Announcement: An infrastructure guy should be memorized”
When I heard this for the very first time, I got confused ‘Ehhh What is it? I am sure a few of you had the same puzzle.
At a higher level the largest public cloud company joining hands with largest private cloud offering company. Alright!!! But what is it in technical terms. This is what I want to know because ….
As per AWS, it is a native, fully managed VMware environment on the AWS Cloud that can be accessed on an hourly, on-demand basis or in subscription form. It includes the same core VMware technologies that customer runs in their data centers today including vSphere, Virtual SAN and NSX network virtualization platform and is designed to provide a clean, seamless experience.
Continue reading “What does the AWS | VMware Partnership mean ?”