blog.qburst.com Open in urlscan Pro
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Form analysis
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Text Content

 * Services
   
   
   CLOUD ENABLEMENT
   
   Cloud Consulting
   
   Cloud-Native Apps
   
   Cloud Migration Strategies
   
   Cloud Migration Services
   
   Cloud Monitoring
   
   Cloud Security Posture
   
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   Cloud Cost Optimization
   
   Azure
   
   GCP
   
   App Engine
   
   Private Cloud
   
   
   DATA & AI
   
   Overview
   
   Data Science
   
   Data Engineering
   
   Big Data Processing
   
   Data Storage
   
   Data Management
   
   Data Visualization
   
   Machine Learning
   
   Video Analytics
   
   Artificial Intelligence
   
   Robotic Process Automation
   
   Computer Vision
   
   
   DIGITALIZATION
   
   Mobility
   
   Extended Reality
   
   Web Development
   
   Internet of Things
   
   Blockchain
   
   Chatbots
   
   RTLS
   
   CRM
   
   eLearning Portals
   
   eCommerce Sites
   
   Intelligent Document Processing
   
   Product Information Management
   
   EAM
   
   
   END-TO-END
   
   Microservice Architecture
   
   UX/UI Design
   
   DevOps
   
   QA Automation
   
   Cybersecurity
   
   Performance Monitoring
   
   Frontend Monitoring
   
   API Management
   
   Compliance Consulting
   
   
   DIGITAL MARKETING
   
   Overview
   
   Marketing Automation
   
   Analytics
   
   Visualization
   
   SEO
   
   Paid Advertising
   
   Content Marketing
   
   Social Media
   
   
   SAAS
   
   Salesforce
   
   SharePoint
   
   Oracle HCM
   
   ServiceNow
   
   G Suite
   
   Microsoft Solutions
   
   Freshworks
   
   View All

 * Industries
   
   Healthcare
   
   Retail
   
   Manufacturing
   
   Automotive
   
   Engineering
   
   Financial Services
   
   Insurance
   
   Education
   
   Renewables
   
   Life Insurance
   
   View All

 * Products
   
   
   RETAIL
   
   SlashQDigital Queue Management
   
   ContextIQRecommendation Engine
   
   PiQupDelivery Scheduling App
   
   
   PRODUCTIVITY
   
   Notification AppNotification Builder
   
   KeverProject Management Tool
   
   QuickPicksSalesforce Widget
   
   
   HEALTHCARE
   
   Patient Transporter ManagementRTLS for Intra Hospital Transfers
   
   
   HOSPITALITY
   
   TalQCall Accounting System
   
   
   CROSS-INDUSTRY
   
   SeeMyMachinesIIoT Solution
   
   
   APP DEVELOPMENT
   
   Open Source WorksShared with the community
   
   
   TESTING & MONITORING
   
   PenQSecurity Testing Tool
   
   WebWatch24x7Server Monitoring Tool
   
   
   
   View All

 * Resources
   
   Case Studies
   
   Featured Projects
   
   White Papers
   
   Videos
   
   Brochures
   
   
   
   View All

 * 
 * Get in Touch
 * 

Services
 * Cloud Enablement Data & AI Digitalization End-to-End Digital Marketing SaaS

Industries
 * Healthcare
 * Retail
 * Manufacturing
 * Automotive
 * Engineering
 * Financial Services
 * Insurance
 * Education
 * Renewables
 * Life Insurance

Products
 * Retail Productivity Healthcare Hospitality Cross-Industry App Development
   Testing & Monitoring

Company
 * Overview
 * About QBurst
 * Leadership Team
 * Clients
 * Partners
 * Corporate Responsibility
 * News
 * Our Locations
 * Privacy Policy

Approach
 * Overview
 * Architecture
 * Design
 * Development
 * Testing
 * Tools & Lab
 * Delivery Model

Careers
 * Overview
 * Open Positions
 * Entry-Level Opportunities
 * Submit Resume

Blog
Cloud Enablement Cloud Consulting Cloud-Native Apps Cloud Migration Strategies
Cloud Migration Services Cloud Monitoring Cloud Security Posture AWS Cloud Cost
Optimization Azure GCP App Engine Private Cloud
Data & AI Overview Data Science Data Engineering Big Data Processing Data
Storage Data Management Data Visualization Machine Learning Video Analytics
Artificial Intelligence Robotic Process Automation Computer Vision
Digitalization Mobility Extended Reality Web Development Internet of Things
Blockchain Chatbots RTLS CRM eLearning Portals eCommerce Sites Intelligent
Document Processing Product Information Management EAM
End-to-End Microservice Architecture UX/UI Design DevOps QA Automation
Cybersecurity Performance Monitoring Frontend Monitoring API Management
Compliance Consulting
Digital Marketing Overview Marketing Automation Analytics Visualization SEO Paid
Advertising Content Marketing Social Media
SaaS Salesforce SharePoint Oracle HCM ServiceNow G Suite Microsoft Solutions
Freshworks
Retail SlashQDigital Queue Management ContextIQRecommendation Engine
PiQupDelivery Scheduling App
Productivity Notification AppNotification Builder KeverProject Management Tool
QuickPicksSalesforce Widget
Healthcare Patient Transporter ManagementRTLS for Intra Hospital Transfers
Hospitality TalQCall Accounting System
Cross-Industry SeeMyMachinesIIoT Solution
App Development Open Source WorksShared with the community
Testing & Monitoring PenQSecurity Testing Tool WebWatch24x7Server Monitoring
Tool



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Home/ Blog



NODE CLASSIFICATION USING GNN: A CASE STUDY

September 29, 2022September 29, 2022 Ashik Saibabu

Graph Neural Networks (GNN) have proven their capability in traffic forecasting,
recommendation systems, drug discovery, etc., with their ability to learn from
graph representations. What I’m going to do here is take you through the working
of a simple Graph Neural Network and show you how we can build a GNN in PyTorch
to solve the famous Zachary Karate Club node classification problem.

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BEST PRACTICES FOR BUILDING DOCKER IMAGES

July 30, 2022August 1, 2022 Mohamed Nizharudeen

Well-made Docker images are the foundation for deploying secure and scalable
Docker-based applications. Building quality images also improves image
re-usability, readability, and maintainability. Here are some best practices you
should follow while building Docker images.

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DEVICE AUTHENTICATION AND IDENTITY OF THINGS

June 23, 2022June 23, 2022 Felix Koottakkara

An ecosystem of Internet-tethered devices underpins many of the services the
world relies on today. But this connectivity comes with a major caveat in that
services can be brought to naught with a simple security breach. The largest
ransomware attack on a major U.S. pipeline last year involved a single password
leak. The breach was grave enough to force the pipeline company to temporarily
halt its operations, sending fuel prices soaring for weeks.

Statista projects the total installed base of IoT-connected devices to reach
30.9 billion by 2025. Depending on the use case, a security breach can cause
major disruptions or even disasters. So in the Internet of Things era, it is
crucial to ensure that only trustworthy devices are connected to the Internet.
This is where device authentication comes into the picture.

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EXPLORING THE NEW ARCHITECTURE FOR ANDROID APPS

May 26, 2022May 27, 2022 Vishnu Haridas

The new architecture recommendation from Google is changing how we build Android
apps. The architecture separates UI and data into distinct layers, with an
optional “domain” layer in between. It doesn’t have a specific name like MVVM
and is instead referred to as the “new architecture” or “layered architecture.” 

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CREATING A HIGH-PERFORMANCE IMAGE RESIZER PROXY AS A DOCKERIZED GO MICROSERVICE

April 25, 2022April 26, 2022 Abidh Muhsin

While working on applications that process a large number of images, we often
come across the requirement to resize images for different resolutions. An image
generated by a typical 12MP mobile phone camera can be 5MB-12MB depending on the
quality of the image. Once uploaded, the image must be optimized for different
devices. As you know, image resizing is a complex mathematical process. The
performance and quality of the optimized image really depend on the efficiency
of the algorithms used. 

Let me walk you through a high-performance solution for image resizing. We will
implement the solution using libvips, a fast open-source image processing
library, along with Golang and expose the resize functionality via a proxy
server. With even 20% resource usage improvement per image, it can make a world
of difference when scaling up to millions.

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JCASC: MANAGING JENKINS THROUGH DECLARATIVE CONFIGURATION

March 31, 2022April 22, 2022 Mohamed Nizharudeen

I’d call Jenkins Configuration as a Code (JCasC) plugin a lifesaver.

Let me explain.

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PYTORCH LIGHTNING: A BETTER WAY TO WRITE PYTORCH CODE

February 28, 2022February 28, 2022 Ashik Saibabu

Scaling machine learning pipelines using PyTorch can be a pain. 

You typically start a PyTorch-based machine learning project by defining the
model architecture. Then you run it on a CPU machine and progressively create a
training pipeline. Once the pipeline is done, you run the same code on a GPU or
TPU machine for faster gradient computations. You update the PyTorch code to
load all the tensors to the GPU/TPU memory with a ‘.to(device)’ function call.
Now comes the difficult part: what if you want to use distributed training for
the same pipeline? You have to overhaul the code and test it to make sure
nothing is broken.

Why sweat the small stuff? Let’s use PyTorch Lightning instead.

(more…)
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MULTIMODAL DEEP LEARNING—CHALLENGES AND POTENTIAL

December 31, 2021January 3, 2022 Aiswarya Sukumar

Modality refers to how a particular subject is experienced or represented. Our
experience of the world is multimodal—we see, feel, hear, smell and taste
things. Multimodal deep learning tries to link and extract information from data
of different modalities. Just as the human brain processes signals from all
senses at once, a multimodal deep learning model extracts relevant information
from different types of data in one go.

(more…)
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A QUICK GUIDE TO AWS CDK

November 30, 2021December 1, 2021 Jeny Roy

Cloud Development Kit (CDK), an Infrastructure as Code (IaC) framework, lets you
define cloud resources using your favorite programming language and create
CloudFormation (declarative programming model based on JSON or YAML files)
template out of it. This means you can get started quickly if you have work
experience in AWS and proficiency in any of the programming languages like
TypeScript, Python, C#, or Java. 

Hang on and I’ll show you in a bit how quickly you can create and deploy a CDK
app.

(more…)
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HOW TO CONFIGURE NETWORK PROXY FOR YOUR IOS APP

October 27, 2021October 27, 2021 Anna Thomas

Rarely do we use proxies on our personal devices to access anything. But when
you are developing an app for a client, and they want only whitelisted IPs to
access their server, you will have to set up a proxy. You can set up a proxy for
all network traffic or a specific set of network calls (for example, requests
from within an app).

Let me walk you through the steps to configure proxy settings for your Mac or
iPhone globally. 

(more…)
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