What exactly the software estimation is and why it’s so important? Cost estimation is very important element of software development process & it helps enterprises to make cost-effective business decisions. However 50% of the time effort & cost estimations get wrong that results into overshooting of cost and efforts of the project. We generally estimate…
Category: IoT
Why Digital Transformation in manufacturing industry takes place very slowly or sometimes even fails?
As we all know, digital transformation is the novel use of digital technology to accelerate business strategy of an industry. In other words, it is the application of digital technologies to empower people, optimize processes and to automate systems of the industry to achieve a step-by-step change in business performance. It’s no longer surprising news…
Smart City – Needs for High Performance Computing (HPC) Infrastructure & As-a-Service Models in Smart City Projects
What is High Performance Computing (HPC)? High Performance Computing (HPC) is a practice of aggregating computing power in a way that delivers much higher performance than one could get out of a typical desktop computer or workstation or server. HPC is the ability to process data and perform complex calculations at high speeds. It is…
Industrial Modern Data Acquisition System (DAS) with Edge, Data Lake and Data Analytics Solution using AWS
Industrial DAS with Edge and Data Lake using AWS Below reference architecture provides a baseline of integrating Bosch’s DeviceBridge DAS (Data Acquisition System) and Indus Visualizer with AWS services, which yields modern industrial IoT solution addressing Connect-Collect-Consume layers to full extent. You must first understand what is DeviceBridge. It is explained below… DeviceBridge is a…
Azure HDInsight and Azure Databricks – When to choose one over the other
Azure HDinsight Azure HDInsight is a cloud distribution of the Hortonworks Data Platform’s (HDP) Hadoop components. Azure HDInsight essentially brings both Hadoop and Spark to the same table to help enterprises manage both easily using several tools. This platform also offers a standard notebook experience by providing support for Jupyter and Zepplin. Azure HDInsight is…
Leveraging capabilities of NLP in manufacturing industries
Let us first try to understand what is NLP? How it relates to AI-ML subject? Natural Language Processing (NLP) is a broad and rapidly evolving segment of today’s emerging digital technologies, often generalized as Artificial Intelligence (AI). Wikipedia defines NLP as “a subfield of AI concerned with the interactions between computers and human (natural) languages,…
System integration complexities and challenges in manufacturing industry solutions
The manufacturing industry is undergoing technological transformation, but progress has been slow.! It is called as smart manufacturing solution which has the intelligence to solve problems and make quick decisions taking into account customers’ expectations and their subjectivity. It must be — self-adaptable (ability to detect abnormalities and taking decisions to recover from them), self-improving…
How Edge analytics / Edge computing works in manufacturing industries?
Edge computing keeps industries more safe. How? The cloud is not a hard requirement for Industrial IoT. You don´t necessarily need a cloud IoT platform, at least to great extent where you can secure your production & enterprise data that is being exposed to external world. Industry 4.0 is all about connecting machines, so your…
RAMI 4.0 (Reference Architectural Model Industry 4.0): Explained with example
What is RAMI 4.0? How it relates to Industry 4.0? The RAMI 4.0, Reference Architecture Model Industrie 4.0 (Industry 4.0), was developed by the German Electrical and Electronic Manufacturers’ Association (ZVEI) to support Industry 4.0 initiatives, which are gaining broad acceptance throughout the world. Industry 4.0 (also termed Industrie 4.0) is a holistic view of…