Home / Computer Engineering / Design and Implementation of a Scalable Big Data Processing Framework

Design and Implementation of a Scalable Big Data Processing Framework

 

Table Of Contents


<p>1. Introduction<br>&nbsp; 1.1 Background<br>&nbsp; 1.2 Motivation<br>&nbsp; 1.3 Objectives<br>2. Literature Review<br>&nbsp; 2.1 Big Data Processing Challenges<br>&nbsp; 2.2 Distributed Computing Frameworks<br>&nbsp; 2.3 Scalability and Performance Metrics<br>3. System Architecture<br>&nbsp; 3.1 Data Ingestion and Storage<br>&nbsp; 3.2 Data Processing and Analysis<br>&nbsp; 3.3 Resource Management and Scheduling<br>4. Implementation<br>&nbsp; 4.1 Distributed Computing Algorithms<br>&nbsp; 4.2 Fault Tolerance Mechanisms<br>&nbsp; 4.3 Resource Allocation Strategies<br>5. Use Case Scenarios<br>&nbsp; 5.1 Real-time Analytics<br>&nbsp; 5.2 Batch Processing<br>&nbsp; 5.3 Machine Learning<br></p>

Thesis Abstract

<p> The project aims to design and implement a scalable big data processing framework to address the challenges of processing and analyzing large volumes of data in distributed computing environments. The framework will provide efficient data ingestion, storage, processing, and querying capabilities for handling diverse data types, such as structured, semi-structured, and unstructured data. The project will focus on the development of distributed computing algorithms, fault tolerance mechanisms, and resource management strategies to enable the framework to scale horizontally and handle increasing data loads. The framework will be designed to support a wide range of big data applications, including real-time analytics, batch processing, and machine learning, and will contribute to the advancement of big data technologies in various domains, such as finance, healthcare, and e-commerce. <br></p>

Thesis Overview

Blazingprojects Mobile App

📚 Over 50,000 Project Materials
📱 100% Offline: No internet needed
📝 Over 98 Departments
🔍 Project Journal Publishing
🎓 Undergraduate/Postgraduate
📥 Instant Whatsapp/Email Delivery

Blazingprojects App

Related Research

Computer Engineering. 3 min read

Design and Implementation of a Smart Home System Using Internet of Things (IoT) Tech...

The research project titled "Design and Implementation of a Smart Home System Using Internet of Things (IoT) Technology" aims to explore the integrati...

BP
Blazingprojects
Read more →
Computer Engineering. 2 min read

Design and Implementation of a Real-Time Traffic Monitoring System using Internet of...

The project titled "Design and Implementation of a Real-Time Traffic Monitoring System using Internet of Things (IoT) Technology" aims to address the ...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Smart Home System using Internet of Things (IoT) Tech...

The research project titled "Design and Implementation of a Smart Home System using Internet of Things (IoT) Technology" aims to explore the innovativ...

BP
Blazingprojects
Read more →
Computer Engineering. 2 min read

Design and Implementation of a Smart Home Automation System Using IoT Technology...

The project titled "Design and Implementation of a Smart Home Automation System Using IoT Technology" aims to develop a cutting-edge smart home system...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Real-Time Face Recognition System Using Deep Learning...

The project titled "Design and Implementation of a Real-Time Face Recognition System Using Deep Learning Techniques" aims to develop an advanced syste...

BP
Blazingprojects
Read more →
Computer Engineering. 2 min read

Design and Implementation of an Intelligent Home Automation System Using Internet of...

The project titled "Design and Implementation of an Intelligent Home Automation System Using Internet of Things (IoT) Technology" aims to develop a cu...

BP
Blazingprojects
Read more →
Computer Engineering. 4 min read

Design and Implementation of a Smart Home System Using Internet of Things (IoT) Tech...

The project titled "Design and Implementation of a Smart Home System Using Internet of Things (IoT) Technology" aims to explore the integration of IoT...

BP
Blazingprojects
Read more →
Computer Engineering. 4 min read

Title: Design and Implementation of a Secure Blockchain-Based Voting System for Remo...

The project titled "Design and Implementation of a Secure Blockchain-Based Voting System for Remote Elections" aims to address the challenges faced in...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Smart Home Automation System using IoT and Machine Le...

The project titled "Design and Implementation of a Smart Home Automation System using IoT and Machine Learning" aims to revolutionize the concept of h...

BP
Blazingprojects
Read more →
WhatsApp Click here to chat with us