Machine learning (ML) in short algorithms which can learn from data without relying on rules-based programming. Big data is the type of data that may be supplied into the analytical system so that a Machine learning (ML) model could learn to improve the accuracy of its predictions. Big Data and Machine Learning have a weak relation. We can only apply Machine Learning on Big Data or Big Data can … [Read more...]
Adobe Commerce Cloud and Acquisition of Magento
Adobe has launched Commerce Cloud, a new cloud service based on the Magento platform acquired by Adobe in 2018. The Commerce Cloud will complement the Adobe Experience Cloud alongside other tools like Marketing Cloud and Advertising Cloud to offer businesses a platform unified multipurpose. In May 2018, Adobe bought the Magento platform for $ 1.68 billion. Nearly a year later, as part of its Adobe … [Read more...]
How to Connect Apache Kafka With MQTT
This is not a step by step guide with commands. This is a guide to get started moving from generic Kafka to Confluent Inc's Kafka, Connectors and ready to consume one GitHub repository. Initially it will appear that with the easiness we installed Apache Kafka and MQTT Server, with same easiness we can connect Apache Kafka with MQTT. There are actually many things to learn, think. MQTT is a … [Read more...]
Two Way Communication in IoT (Cloud to Device and Device to Cloud)
Commonly, we send data from the devices like ESP32 Arduino, Smartphone, Raspberry Pi, Smart Watch to the IoT platform. IoT platform can be self hosted or on the cloud. Example of actual such one way communication can be our example simple project, such as ESP32 Arduino sending temperature, humidity data to IBM Watson IoT platform. We already know the theory around machine to machine communication, … [Read more...]
Advantages and Disadvantages of MicroServices
Microservices are an architecture pattern of information technology, where complex application software is composed of independent processes that communicate with each other with language-independent programming interfaces. The services are largely decoupled and do a small job. This enables a modular design of application software. Microservices require a lot of infrastructure, which is … [Read more...]
What is Typical Architecture Based on Microservices
Microservices require a lot of infrastructure, which is implemented by separate services. Load Balancers are used to load external HTTP requests from clients. Static content is delivered via a content delivery network. The business requirements services are supported by a variety of platform or infrastructure services. These take over central tasks such as application and service monitoring, … [Read more...]
How Cloud Foundry, Kubernetes and OpenShift Can Be Compared
How Cloud Foundry, Kubernetes and OpenShift Can Be Compared? OpenShift and Cloud Foundry are cloud platforms. So they can be compared. We talked about Kubernetes here in the article What is the Relationship Between Microservices, Docker and Kubernetes, here in the article on Docker Vs Kubernetes Vs Apache Mesos, and here we have shown to Run Kubernetes Locally With Minikube. Kubernetes is … [Read more...]
What is the Relationship Between Microservices, Docker and Kubernetes
In an earlier article we discussed about the Difference Between Microservices and API Based Cloud Services. A natural question may arise in the mind of those who newly started reading or learning the related things - What is the Relationship Between Microservices, Docker and Kubernetes? Analysis of Docker in DevOps is a bigger matter, which we have done beforehand. An API is an abstraction which … [Read more...]
Cost Comparison of Cloud IoT Platform Vendors
In another article we discussed about different Cloud IoT platform vendors. Mostly in this blog we use IBM Watson IoT. The question will arise, how much we pay for using their IBM Watson IoT and Node-RED. We have credit card linked account and our net payable so far for the two services is zero. Because our usage is so low that comes under free Lite plan. When we started around IoT topics for the … [Read more...]
Some Free, Useful SaaS Productivity Apps
Software as a Service (SaaS) is growing rapidly and helping the freelancers, business organizations to spend money in productive apps at little as possible. For this article, we are not following the strict parameters for the webapp or cloud app to be really Software as a Service (SaaS). Everyone loves freebies and it is fact that many of these freemium services close their free tier as they … [Read more...]
How is Cloud Computing Profitable?
Cloud computing does not give larger profit margin to the providers while consumers has profit depending on usage. The cost benefits of cloud computing to the users involves different types of freemium models and extensive competition. Potential of cloud based systems brings huge savings in annual expenditure out of migration from in-house server to cloud based alternatives. Cloud vendors like … [Read more...]