Skip to content
Menu
KR Architecture World
  • Home
  • About Authors
  • My LinkedIn
KR Architecture World

Category: IIoT (Industrial IoT)

Software estimation and outsourcing complexities in manufacturing solutions

November 20, 2022December 8, 2023 by Kaviraju

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…

Read More

Why Digital Transformation in manufacturing industry takes place very slowly or sometimes even fails?

June 5, 2022December 8, 2023 by Kaviraju

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…

Read More

Industrial Modern Data Acquisition System (DAS) with Edge, Data Lake and Data Analytics Solution using AWS

November 17, 2021December 8, 2023 by Kaviraju

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…

Read More

Azure HDInsight and Azure Databricks – When to choose one over the other

November 5, 2021December 8, 2023 by Kaviraju

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…

Read More

Leveraging capabilities of NLP in manufacturing industries

October 17, 2021December 8, 2023 by Kaviraju

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,…

Read More

Factory robot can learn on its own and improve its efficiency and accuracy overnight. How?

June 12, 2021December 8, 2023 by Kaviraju

Deep Reinforcement Learning algorithms for Robots These days, Deep Reinforcement Learning algorithms are used in factory robots to make them learning from mistakes on their own without needing to write any new AI/ML program. This way, self learning by Robots is claimed to be happening within overnight. Which means that, after eight hours or so…

Read More

Automated visual quality inspection using AI/ML in manufacturing industries that reduces scrap/rework costs

June 6, 2021December 8, 2023 by Kaviraju, Nibedita (Co-Author)

Role of AI/ML in manufacturing to reduce costs associated with scrap and rework In manufacturing, automatic visual quality inspection harnesses the power of AI, IIoT, and image recognition to help manufacturers improve product quality while significantly reducing the costs associated with scrap and rework. Let us first understand what is visual quality inspection in manufacturing?…

Read More

How much training data is normally required for developing successful AI/ML based prediction systems?

June 3, 2021December 8, 2023 by Kaviraju, Nibedita (Co-Author)

Training data is the key input for ML algorithms. Having the right quality and quantity of data is very important to get more accurate results. The larger the training data available with you, more accurate the output of ML algorithms when used for real-life predictions. But the question now is; how will you decide how…

Read More

System integration complexities and challenges in manufacturing industry solutions

May 23, 2021December 8, 2023 by Kaviraju

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…

Read More

How Edge analytics / Edge computing works in manufacturing industries?

May 1, 2021December 8, 2023 by Kaviraju

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…

Read More

Recent Posts

  • Artificial Neural Networks – Introduction
  • Scope for ChatGPT in Industry 4.0 projects – a must have knowledge!!!
  • Software estimation and outsourcing complexities in manufacturing solutions
  • Are you humble to become DevOps engineer or DevOps expert? Then you must learn these programming / scripting languages…
  • Why Digital Transformation in manufacturing industry takes place very slowly or sometimes even fails?

Archives

  • December 2023 (1)
  • September 2023 (1)
  • November 2022 (1)
  • June 2022 (2)
  • April 2022 (1)
  • February 2022 (1)
  • November 2021 (2)
  • October 2021 (1)
  • July 2021 (1)
  • June 2021 (3)
  • May 2021 (4)
  • April 2021 (2)
  • March 2021 (1)
  • February 2021 (2)

Categories

  • Architecture (6)
  • Artificial Intelligence (8)
  • As-a-Service Models (1)
  • AWS (3)
  • Azure (2)
  • Big Data Analytics (3)
  • Certification (1)
  • ChatGPT (1)
  • Cloud Computing (9)
  • Cluster Computing (1)
  • Data Warehouse (3)
  • DevOps (1)
  • Digital Transformation (11)
  • Distributed Computing (1)
  • Edge Computing (3)
  • Estimation (1)
  • Grid Computing (1)
  • HPC – High Performance Computing (1)
  • IIoT (Industrial IoT) (10)
  • Industry 4.0 (16)
  • IoT (9)
  • Machine Learning (9)
  • Multi-Core (1)
  • Networking (1)
  • On-premise (2)
  • Outsourcing (1)
  • Parallel Computing (2)
  • Programming Languages (1)
  • Requirements Engineering (1)
  • Scripting Languages (1)
  • Security (4)
  • Smart City (2)
  • Software Development (1)
  • Software Estimation (1)
  • Technology (16)
  • Visualization (3)

Pages

  • About Authors
©2025 KR Architecture World | Powered by WordPress and Superb Themes!