Use Case
Video Analytics Platform for Surveillance with AI
Building Video Analytics Platform for Surveillance using Artificial Intelligence
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Use Case
Observability for Kubernetes and Serverless
Build an Observability Platform for Monitoring, Logging, Tracing and Visualization of Big Data Cluster and Kubernetes
Use Case
Smart Manufacturing and IoT Solutions
Scalable Solutions for enabling smart manufacturing and to manage all the machines at a single central point further enabling predictive analytics
Stream Analytics Solutions for Internet of Things
Getting Started with Building IoT Platform IoT Data Platform provides an interface to connect different sources with different data types for Real-Time Streaming and processing with Preventive Maintenance using Machine learning and Deep Learning Algorithms. Support Fast Data and Reactive apps, Event-Driven, Fault Tolerance, Real-Time and Streaming Data for IoT Solution. Business Challenges...
21 October 2021
Enabling Scalable and Secure IoT Platform on Google Cloud
Understanding Internet of Things Internet of Things comprises computing devices having the capability to transfer data over the network. IoT has eliminated the requirement of human-machine...
Human Pose Estimation for Sport Analytics
The major Challenge of Sport Analytics To construct an algorithm for students that updates its movements as human moves. To map out every single pixel of a human body in a video, not for a single...
Enabling IoT in Smart Farming Solutions and Applications
IoT based Smart Farming IoT Smart technology enables new digital agriculture. Today technology has become a necessity to meet current challenges and several sectors are using the latest...
Enabling Internet of Things Solutions for Smart Manufacturing
Introduction to Smart Manufacturing Smart manufacturing is a technology-driven approach that uses Internet-connected machinery to observe the production process. The purpose of Smart Manufacturing...
Building Chatbot Development Platform with Machine Learning
Overview of Building ChatBots with Deep Learning A ChatBot is an implementation of Conversational Interface Intelligently comprising of Machine Learning, Deep Learning as their backbone. ChatBots...
Energy Supply and Demand Forecasting with Machine Learning
Introduction to Energy Supply and Demand Forecasting Forecasting of Energy Supply performs a vital role in the electric industry, as it gives the basis for giving decisions in power system...
Building ML Analytics Platform for Manufacturing Industry
Overview of Manufacturing Data Analytics Platform In the Manufacturing sector, the customer's primary requirement is to get the organization's status, like their turnover, how many workers are...
Automating ML Platform in Consumer Technology Industry
Why ML Platform in Consumer Technology Industry? In the consumer technology sector, the customer’s primary requirement is carrying cost in category and inventory. Real-time and channel support for...
Automating AI and ML models in Cyber Security
Why is AI in Cyber Security Industry Necessary? In the Cyber Security sector, customers want to get information about phishing attacks and complaints. Customers also want to know about predicting...
Illegal Parking Detection Using Video Surveillance
Why Video Surveillance is necessary in Transport Monitoring System? With the increasing population and the number of vehicles, the challenges at roads are also increasing. They make it challenging...
Predicting Road Accidents with AI and Video Surveillance
What are the Challenges of Video Analytics in Transport Monitoring System? With the increasing population and the number of vehicles, the challenges at roads are also increasing. They make it...
Overview of Best Practises and Solutions for SRE Team
Overview of Site Reliability Engineering This document consists of the Site Reliability Engineering (SRE) team's challenges, responsibilities, and all the tasks performed in Ginni's project. What...
Challenges and Solutions for Platform-as-a-Service
Overview XenonStack helped XtendLabs to build an Emerging Technology Platform-as-a-Service ( PaaS). On-Demand access to compute and storage infrastructure for Hadoop, NoSQL, Artificial...
Solutions for Content Management System
Introduction SantaBanta.com provides 360-degree entertainment to visitors of all ages. Though highly skewed towards the youth populace because of the unique demographic profile of Indians, it...
Automating Infrastructure and Release Engineering Process Solutions
Introduction To provide the client with solutions on Automating Infrastructure and the Release Engineering process for his microservice related to Navigation Maps. What is the Challenge in...
Monitoring Workplaces with Video Surveillance Dashboard
Why is a Video Surveillance Dashboard necessary? Most workplaces remain open 24*7 to serve their customers anytime and provide them value. Therefore employees and visitors always visit there, some...
Automating Intelligent based Video Analytics Platform
What are the Challenges for AI Video Analytics? An entertainment company like Netflix provides several series and movies to their audience. Their major requirement is to analyze the performance of...
IoT Applications for Analyzing Manufacturing Industries
What are the challenges in Manufacturing Industries? Technical faults in machinery will decrease turbines' productivity, disrupt deliverables, and ultimately decrease credibility. Several turbines...
Challenges and Solutions of Cyber Security Analytics
What are the challenges of Cyber Security Analytics? In today’s era, a wide variety of technologies are available in the market. Every individual wants to use that not only in a professional way...
Enabling AI-driven Platform in Infrastructure Management
What are the challenges of the Infrastructure Management Department? Company decisions for investing in upgrading infrastructure are strategic and should be based on early data and supporting...
Automating Artificial Intelligence for Enterprise Technology Solutions
What are the Challenges of the Enterprises sector? Nowadays, several e-commerce sites are available in the market. So it is tough for enterprises to fulfill all customer’s needs. As day by day...
Automating AI in Travel and Hospitality Management
What are the Challenges of Travel and Hospitality Management? Data relating to travel and hospitality can come from various sources and in different forms. It is beneficial in different ways from...
AI Platform for HR and Recruitment Management
What are the Challenges of HR and Recruitment Management? Measuring employee performance is an essential aspect of HR and Recruitment Management tasks. Companies have many employees' data, so it's...
Analyzing E-learning Platform with AI and ML Model
What are the Challenges in E-learning Industry? E-Learning is an addition or support to regular class E-learning’s. The main motive is not to replace traditional teaching but to enhance and...
AI and ML Model in Predicting the Oil and Natural gas
What are the Challenges in the Oil and Natural Gas Industry? The oil and gas industry should necessarily have a complete view of assets. Companies need to find and identify those wells that will...
Automating AI Predictive Model for Media and Entertainment Industry
What are the Challenges of Media and Entertainment Industry? Media and entertainment need to find better solutions to determine which type of content is the real driver of sales to focus on their...
Automating AI Analytics in Telecom Industry
Why Telecom Analytics is necessary? In the Telecom industry sectors, the customer's primary requirement is to get the service's excellent service performance before investing in their...
Enabling Marketing and Advertising Analytics Platform
Why is Marketing and Advertising Analytics Necessary? Using traditional ways makes it very difficult to attract customers, resulting in low response rates, leading to high...
Building Intelligent Healthcare Analytics Platform
Why is the Healthcare Data Analytics Platform Important? In the healthcare industry, due to an increase in pressure to provide the best services with lower costs, healthcare providers need to...
Building Real-Time Retail Analytics Dashboard
Overview of Retail Analytics Platform In the retail industry sector, the customer’s primary requirement is to get the retails company status before investing in their company. Customers also want...
Enabling Machine Learning model for Insurance Claim Prediction
Why is the ML model for Insurance Claim Prediction necessary? In the insurance claims sector, the customer's primary requirement is to get the insurance company's status before investing....
Enabling ML and AI Platform in Public Safety
Overview of Public Safety Analytics In the Public Safety sector, the customer's primary requirement is to get about the rescues and total survey completed of public safety before investing....
Analytics Platform for Banking and Finance Industry
Why is Analysis in Banking and Finance Industry Required? In the banking and financial sectors, the customer's primary requirements and expectations play an essential role in choosing or leaving...
Enabling Artificial Intelligence in Logistics Management
Why AI in Logistics and Transportation Required? In the transportation and logistics sector, the customer’s primary requirements are to get the information about vehicle petrol and maintenance and...
COVID-19 Program - 3 month Managed Services Support
We are with you! XenonStack is actively tracking the coronavirus pandemic (COVID-19) that is impacting our clients, society and industries across the globe. We respect and salute doctors, nurses...
Lung Cancer Detection and Classification on DICOM Dataset
Overview and Steps for Lung Cancer Detection on DICOM Dataset To train a machine learning model that can detect lung cancer from DICOM images. Steps of the Process Collection of Images in DICOM...
Solutions for Building Healthcare Analytics based Platform
Introduction to Healthcare Analytics There are a variety of techniques available that are expected to examine these varied kinds of data. Analyzing healthcare data will allow physicians to...
Ecommerce Analytics Platform and Solutions
Introduction to Analytics Platform An analytic platform is an integrated and proper solution configured to address the demands of users, unusually large data-driven companies, on the insufficiency...
E-Learning Analytics Platform for Enhanced User Experience
Building E-Learning Analytics Platform Big Data is carving Educational Sector to study through software, receive instant feedback, student's behavior and results. Big Data Analytics Platform in...
Predictive Healthcare Analytics Platform
Predictive Healthcare Analytics Platform Predictive Healthcare Analytics Platform and solutions is a part of advanced analytics which is used to predict future events. Predictive analytics...
Time Series Forecasting Analysis with Deep Learning
Introduction to Time Series Analysis Time-Series refers to data recording at regular intervals of time. Time-Series components involve - Trend - It increases, decreases or remains at a constant...
Machine learning Platform for Training and Serving
Machine learning Platform for Training, Validation, and Serving XenonStack is a leading machine learning platform building company that builds products based on machine learning/ artificial...
Building Multi-Model Database on Kubernetes
Overview of Multi-Model Database System A Multi-Model Database System is a data processing program that helps multiple data models, which specify the parameters for how the data in a database is...
Network Security Analytics and Monitoring Solution
Network Security Monitoring and Analytics Working on cybersecurity and threat intelligence, there are so many points to focus. We have to be careful so that there shouldn’t be any loopholes in...
Credit Card Fraud Detection Using Machine Learning
Overview of Credit Card Fraud Detection Online transactions entail the transfer and storage of delicate data (financial information, authentication information, passwords, etc), and the ill-usage...
Real-Time Drought Prediction Monitoring System
Drought Prediction and Monitoring With Deep Learning Drought Prediction can save hundreds of livesWeather Impacts human, as well as a business without bias and understanding the impact of weather...
Continuous Delivery of Machine Learning Pipelines
Continuous Delivery for Machine Learning and AI Models Automate the process of Machine Learning from model building to model deployment in production. Automation involves following operations...
Java Microservices for Scalable Applications
Introduction to Java Microservices Architecture Java Microservices are becoming a new trend. They are a form of service-oriented architecture style wherein applications are built as a collection...
Big Data Analytics Platform for Oil and Gas Industries
Overview of Building Advanced Analytics Platform Building an analytics platform involves the collection of data from API of various sources followed by integration of data into the application,...
Analytics Data Warehouse on Cloud
Overview of Data Lake Architecture Build Data Lake to perform Analytics to collect data from different countries Servers, IoT, Social Media, Click Streams and logs to research Product...
Real Time Data Analytics Infrastructure on Mesos and kubernetes
Building Big Data Analytics Infrastructure with SMACK Stack Guide to Building Data Analytics Infrastructure with SMACK Stack using the following terms - S - stands for Apache Spark used for Batch...
Predictive Maintenance using Machine learning Techniques
Understanding Predictive Maintenance Applications Predictive maintenance nowadays gaining popularity among enterprises that predicts failure of the system, and the actions could include corrective...
Observability for Kubernetes and Serverless
Observability for Kubernetes and Serverless Build an Observability Platform for Monitoring, Logging, Tracing and Visualization of Big Data Cluster and Kubernetes with ML and Deep learning, Data...
Visual Link Analysis and Pattern Analytics with Graph Databases
Pattern Analysis and Applications Overview A pattern is composed of common characteristics forming a sequence occurring at regular intervals. Pattern Analysis involves an interpretation of the...
Cloud Data Migration from On-Premises to Cloud
Best Practices of Hadoop Infrastructure Migration Migration involves the movement of data, business applications from an organizational infrastructure to Cloud for - Recovery Create Backups Store...
Digital Coupon Platform Using Blockchain
Enabling BlockChain for Digital Coupons We implement a comprehensive Digital Coupon platform for the retailer to create, to distribute, to redeem coupons. It is the easiest way ever, the merchant...
Advanced Threat Analytics and Intelligence
Overview of Advanced Threat Analytics and Intelligence The security aspect has changed dramatically over recent years. The cyber-attacks nowadays have become more pervasive, persistent, and...
Face Recognition and Detection with Deep Learning
Understanding Face Detection Architecture Computer Vision has become a popular area of research in Machine Learning and Deep Learning. Face Recognition uses computer algorithms to find specific...
Cloud Native DevOps and Microservices on Kubernetes
Cloud-Native DevOps on Kubernetes If you ever plan to deploy a cloud-native application in kubernetes, then you must read this use case. We will take you through how to deploy to cloud-native...
Devops Build and Release Pipeline for Laravel PHP Applications
DevOps Build and Release Pipeline for Laravel for Continuous Delivery Laravel is an open source PHP framework to develop applications with MVC (Model, View, Controller) Approach. Continuous...
Building Data Ingestion Platform Using Apache Nifi
Building Data Ingestion Platform Building a Data Ingestion Platform using Apache Nifi could be tedious. Let's explore this use case that reveals the challenges and techniques to build such a...
StreamSets -Real Time Data Ingestion and CDC
Introduction to StreamSets Architecture StreamSets implementation for Data Ingestion and CDC for Real-Time Tweets from Twitter API's and Data Migration from MySQL to Data Pipeline using Kafka and...
Multi-Cloud Kubernetes Solution and Strategy
Complete Guide to Kubernetes cluster Federation Kubernetes cluster configured in any region on any Cloud platform like AWS, Microsoft Azure, and Google Cloud. Kubernetes Federation manages...
Cloud VoIP Solution and Software Development
Understanding Voice over Internet Protocol Cloud VoIP Application has revolutionized the IT world involving Audio and Video interactions to connect people by tracking their locations like Skype,...
SnowFlake Schema to Star Schema - Storage and Performance Optimization
Understanding Snowflake and Star Schema Snowflake Schema It has more than one fact table used to avoid complexity and to create a more normalized structure. Star Schema It consists of a single...
Azure Data Analytics Pipeline with Apache Spark
Introduction to Real-Time Streaming Real-Time Streaming involves data pipeline for Data Ingestion from different sources using Apache Nifi, Apache Kafka, Apache Spark, and Cassandra. Apache Nifi...
Real-Time Messaging and Customer Experience Platform
Building Samsara-Analytics Platform for Shyrne Limited XenonStack helped Shyrne Limited Enterprises to build an analytics platform to archive data from Social Media account. It creates a scrapbook...
Sentiment Analytics Solutions with Deep Learning
Overview of Sentiment and Intent Analysis Sentiment Analysis is termed as contextual mining of text to identify and extract information, understand the social sentiment of a brand. It is a text...
Big Data Analytics On Kubernetes for Streaming App
Setting up Analytics Stack for Streaming Applications SKACK Stack is an open source Full-Stack platform for Real-Time analysis of Big Data. It consists of Apache Spark, Kubernetes, Akka, Apache...
Insurance Analytics, Fraud Detection and Pattern Analysis
Complete Guide to Fraud Detection Techniques in Insurance The Three Major Challenges For Insurance Industry - More Insights from Existing Data. Adding New Sources of Data into Existing Models. ...
Anomaly Detection and Monitoring Using Deep Learning
Getting Started with Anomaly Detection Anomaly detection is the identification of data points, items, observations or situations that do not correspond to the familiar pattern of a given group....
Big Data Compliance, Security and Governance Solutions
Complete Guide for Building Secure Big Data Platform A unified, secure Big Data platform performs Data Integration and Migration of the data. Execute, create and maintain different scripts to...
ETL Solutions, Data Migration and Integration
Understanding Data Migration Techniques and Best Practices Data Migration involves extraction, transformation, and loading. Comprising the following steps Transferring data Modification of...
In-Memory Analytics Solution with Apache Ignite
Getting Started with In-Memory Analytics Data Generation is happening at exponential rate and Industry (retailers, telco-providers, security agencies, scientists, etc.) needs more insights from...
Recommendation System with Machine Learning
What is Recommendation System A Recommendation System has defined as a system that is proficient of predicting the future choice of a set of items for a user and advocate the top items. One...
Product Recommendation with Graph Database
Overview of Building Product Recommendation System Production Recommender system is a useful information tool based on algorithms to provide customers with the most suitable products. ...
Continuous Integration using Powershell and Jenkins
Getting Started with Continuous Integration Application Modernization enables the migration of monolithic applications to new Microservices architecture with Cloud Native Support including...
AWS Continuous Integration and Deployment for Drupal Applications
Complete Overview of Drupal Drupal is a platform for web content management across global enterprises and governments. It is flexible and highly scalable. Drupal supports advanced configuration...
Infrastructure Automation for Big Data and Kubernetes
Quick Guide to Infrastructure Automation for Big Data and Kubernetes Hadoop Cluster with OpenStack enables faster cluster provision and easy configuration. It provides Scale Up and Scales Down by...
Building Machine Learning Model on Kubernetes
Overview of Machine Learning and Kubernetes Building Machine Learning Model could be a challenging task if not work properly. Let's review the use case that shows some methods and patterns. ...
AIOps Monitoring for Kubernetes and Serverless
AIOps Monitoring for Kubernetes and Serverless Kubernetes and OpenShift containers are complicated to set up, monitor and maintain. Kubernetes components involve API server, Kube controller,...
Jenkins Pipeline and Data Visualization Dashboard
Overview of Building Interactive Dashboard with Jenkins Jenkins is an open-source Java-based third-party server, which provides a content-based dashboard. It helps organizations to build, test,...
AIOps for Monitoring Kubernetes and Serverless
Getting Started with Kubernetes Architecture Kubernetes has become an indispensable part of production Cloud environment. Kubernetes centralizes logs and metrics. Kubernetes contains Pods,...
Azure Devops for Continuous Delivery for Drupal CMS
Azure Devops for Continuous Delivery Drupal, is a platform for web content management across global enterprises and governments. It is flexible and highly scalable. Continuous Delivery is a...
Monitoring of Java Microservices on Kubernetes
Guide to Microservices Architecture, Spring Boot and Cloud Framework Microservices Architecture is a style of structuring applications as loosely coupled services. An Application based on...
Enterprise Hybrid Cloud Storage Solutions
Enterprise Hybrid Cloud Storage A hybrid cloud is an architecture of different workloads on either the public cloud or the private cloud. In order to effectively implement an enterprise hybrid...
Large Data Processing with Presto and Apache Hive
Building Query Platform with Presto and Apache Hive Distributed SQL Query Engine Presto runs analytic queries. Infrastructure Automation implemented using Ansible and Terraform for Auto Launching,...
AWS Jenkins Pipeline Continuous Integration with Magento
Introduction to Jenkins Configuration Jenkins Configuration involves - Plugins Installation Setup pipeline libraries Configure build agents Configure deploy and test nodes (permanent) It also...
Azure DevOps for .NET Core with Jenkins
Azure Devops for .NET Core with Jenkins on Kubernetes ASP.NET Core is a new open-source and cross-platform framework (Windows | Linux | Mac) to build modern Cloud-Based internet-connected...
AWS Devops Pipeline for Laravel PHP Applications
Business Challenge Build a highly available, scalable production environment to deploy the application. Build Continuous Integration/Continuous Delivery to do automatically deployment for...
Video Analytics Platform for Surveillance with AI
Video Analytics Platform for Surveillance using Artificial Intelligence Video Analytics Engine with artificial Intelligence is a Platform to utilize Advanced Image Processing Algorithms to...
MicroServices Application Migration from AWS to Oracle Cloud
Complete Guide to Cloud Migration Cloud Migration Includes Remote Collaboration Integration with other services Built-In Status Monitoring Scalability and Agility Minimizes Operation costs SetUp...