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M-TECH in Computer Network Engineering at AMC Engineering College
Bengaluru, Karnataka
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About the Specialization
What is Computer Network Engineering at AMC Engineering College Bengaluru?
This Computer Network Engineering program at AMC Engineering College focuses on the advanced principles and practical applications of modern networking technologies. It addresses the growing demand in the Indian IT sector for experts capable of designing, implementing, and securing complex network infrastructures. The program differentiates itself by blending theoretical depth with hands-on experience, preparing graduates for cutting-edge roles in network architecture and cybersecurity.
Who Should Apply?
This program is ideal for engineering graduates, especially those with a background in Computer Science, Information Science, or Electronics & Communication, seeking entry into specialized networking roles. It also caters to working professionals aiming to upskill in emerging areas like cybersecurity, cloud networking, and IoT. Ambitious individuals eager to contribute to India''''s digital transformation initiatives and secure its evolving cyber landscape will find this program highly beneficial.
Why Choose This Course?
Graduates of this program can expect promising career paths as Network Architects, Cybersecurity Analysts, Cloud Network Engineers, or IoT Solution Developers in India. Entry-level salaries typically range from INR 6-10 LPA, with experienced professionals earning significantly more. The program aligns with industry certifications like CCNA, CCNP, and CompTIA Security+, enhancing growth trajectories in Indian and global IT companies and fostering advanced skill sets.
Student Success Practices
Foundation Stage
Build Strong Networking Fundamentals- (Semester 1-2)
Focus intensely on core subjects like Advanced Computer Networks and Cryptography. Utilize online courses from platforms like Coursera (e.g., ''''Introduction to Networking'''' by Georgia Tech) and practical tools like Wireshark Academy to gain hands-on packet analysis skills. Form study groups to discuss complex protocols and security concepts effectively.
Tools & Resources
Wireshark, Cisco Packet Tracer, Coursera, GeeksforGeeks
Career Connection
A solid foundation is crucial for any network-related role, enabling effective troubleshooting, design, and security implementation in future professional engagements and roles.
Master Network Programming Skills- (Semester 1-2)
Actively participate in the Network Programming Lab. Beyond assignments, explore Python''''s Scapy library for custom packet manipulation and network automation scripting. Work on mini-projects involving socket programming to build simple client-server applications, showcasing practical implementation abilities.
Tools & Resources
Python, Scapy, GitHub, Stack Overflow
Career Connection
Proficiency in network programming is highly sought after for roles in network automation, Software Defined Networking (SDN) development, and specialized security tools engineering within the industry.
Engage in Technical Seminars and Research- (Semester 1-2)
For Technical Seminar 1 & 2, choose topics in emerging areas like 5G security, blockchain in networks, or AI for traffic management. Dedicate time to in-depth literature review and practice presentation skills regularly. This will hone research abilities and help identify potential project domains early on.
Tools & Resources
IEEE Xplore, Google Scholar, ResearchGate, PowerPoint/Keynote
Career Connection
Develops critical thinking, research aptitude, and communication skills vital for R&D roles, academic pursuits, and effectively presenting complex technical solutions in industry settings.
Intermediate Stage
Maximize Internship Learning & Networking- (Semester 3)
Treat your internship as an extended interview opportunity. Actively seek out challenging tasks, ask insightful questions, and contribute meaningfully to the team. Network extensively with senior engineers and mentors. Document your learning and achievements meticulously for future resume building and career progression.
Tools & Resources
LinkedIn, Industry contacts, Internship mentors, Professional networking events
Career Connection
Internships are often direct pathways to full-time employment and provide invaluable real-world experience, making you highly employable and fostering immediate industry relevance.
Initiate and Structure Project Work Phase I- (Semester 3)
During Project Work - Phase I, thoroughly review existing literature, clearly define your project problem, and meticulously plan your system design. Break down the project into manageable modules with clear objectives. Seek regular feedback from your guide and peers to ensure progress and alignment.
Tools & Resources
Git/GitHub, LaTeX for documentation, Project management tools (Jira/Trello)
Career Connection
Develops problem-solving, project management, and independent research skills, which are crucial for success in R&D, product development, and future academic or entrepreneurial endeavors.
Specialize through Electives and Certifications- (Semester 3)
Strategically choose electives like Deep Learning for Networks or Network Management based on your specific career interests. Supplement these academic choices with relevant online certifications from vendors like Cisco (e.g., CCNA Security), Microsoft Azure (e.g., Azure Network Engineer), or CompTIA (e.g., CySA+).
Tools & Resources
Cisco Networking Academy, Microsoft Learn, CompTIA certifications, NPTEL online courses
Career Connection
Specialization and industry certifications significantly boost your market value, demonstrating practical skills and opening doors to niche, high-demand roles within the competitive IT landscape.
Advanced Stage
Excel in Project Work - Phase II and Dissertation- (Semester 4)
Dedicate significant effort to the advanced implementation, rigorous testing, and thorough validation of your project. Ensure comprehensive performance analysis and present your findings in a well-structured, high-quality dissertation. Prepare meticulously for the viva-voce examination and be ready to defend your research.
Tools & Resources
Advanced simulation tools (NS-3, OMNeT++), Research paper writing guidelines, Presentation software, Plagiarism checkers
Career Connection
A robust, well-executed final project and dissertation showcase your expertise, problem-solving skills, and ability to deliver complex solutions, making you highly attractive to potential employers and academic institutions.
Master Interview and Placement Preparation- (Semester 4)
Actively participate in campus placement drives. Practice technical interview questions related to networking, data structures, algorithms, and cybersecurity extensively. Refine your resume and cover letter to highlight relevant skills and projects. Work on critical soft skills like communication and teamwork.
Tools & Resources
LeetCode, HackerRank, InterviewBit, Company-specific interview guides, Mock interview sessions
Career Connection
Directly impacts your ability to secure desired job roles. Strong preparation significantly increases your chances of success in competitive placement processes and leads to better career opportunities.
Cultivate Professional Network and Mentorship- (Semester 4 and beyond)
Maintain strong connections with professors, industry mentors, and alumni from the program. Actively attend industry events, webinars, and conferences to expand your network. Leverage these connections for career advice, job leads, and collaborative opportunities in the long term, fostering continuous professional development.
Tools & Resources
LinkedIn, Professional associations (e.g., IEEE), Alumni networks, Industry conferences
Career Connection
A strong professional network is invaluable for continuous career growth, mentorship opportunities, and discovering new avenues throughout your entire professional life, ensuring long-term success.
Program Structure and Curriculum
Eligibility:
- B.E./B.Tech. in Computer Science & Engineering, Information Science & Engineering, Electronics & Communication Engineering, Telecommunication Engineering or equivalent degree with valid GATE/PGCET score, as per VTU norms.
Duration: 4 semesters (2 years)
Credits: 96 Credits
Assessment: Internal: 50%, External: 50%
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CSN11 | Advanced Computer Networks | Core | 4 | Network Layer Design Issues, Routing Algorithms, Congestion Control & QoS, Internetworking Protocols, Transport Layer Services, Network Security Basics |
| 22CSN12 | Wireless Sensor Networks | Core | 4 | WSN Architecture & Components, Medium Access Control Protocols, Routing Protocols for WSN, Data Aggregation & Localization, Security Issues in WSN, Sensor Network Platforms |
| 22CSN13 | Cryptography and Network Security | Core | 4 | Classical Encryption Techniques, Symmetric Key Cryptography (DES, AES), Public Key Cryptography (RSA), Hash Functions & Digital Signatures, Key Management & Authentication, Network Security Applications (SSL, PGP) |
| 22CSN141 | Machine Learning for Networking | Program Elective | 4 | Introduction to Machine Learning, Supervised and Unsupervised Learning, Neural Networks & Deep Learning Basics, Reinforcement Learning in Networks, ML Applications in Network Security, Traffic Classification and Prediction |
| 22CSN142 | Data Analytics | Program Elective | 4 | Big Data Fundamentals, Data Preprocessing & Cleaning, Exploratory Data Analysis, Predictive Modeling Techniques, Data Visualization, Analytical Tools and Platforms |
| 22CSN143 | Wireless and Mobile Ad-hoc Networks | Program Elective | 4 | Characteristics of MANETs, Routing Protocols in MANETs, Transport Layer Issues in MANETs, Quality of Service in Ad-hoc Networks, Security Challenges in MANETs, Vehicular Ad-hoc Networks (VANETs) |
| 22RMI15 | Research Methodology and IPR | Audit Course | 0 | Introduction to Research, Research Design & Methods, Data Collection & Analysis, Report Writing & Presentation, Intellectual Property Rights, Patents, Copyrights, Trademarks |
| 22CSNL16 | Network Programming Lab | Lab | 2 | Socket Programming (TCP/UDP), Client-Server Communication, Network Sniffing & Analysis Tools, Firewall Configuration & iptables, Network Automation Scripting, Router/Switch Configuration via CLI |
| 22CSNL17 | Machine Learning for Networking Lab | Program Elective Lab | 2 | Python Libraries for ML (Scikit-learn), Data Preprocessing & Visualization, Implementing Classification Algorithms, Network Anomaly Detection, Traffic Prediction using ML, Performance Evaluation of ML Models |
| 22CSN18 | Technical Seminar - 1 | Seminar | 2 | Literature Survey Techniques, Technical Report Writing, Effective Presentation Skills, Selection of Research Topics, Current Trends in Networking, Abstract and Proposal Writing |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CSN21 | Cyber Security | Core | 4 | Fundamentals of Cybercrime, Cyber Attack Methods & Vectors, Digital Forensics & Incident Response, Security Policies & Procedures, Laws & Ethics in Cybersecurity, Intrusion Detection/Prevention Systems |
| 22CSN22 | Cloud Computing | Core | 4 | Cloud Computing Architecture, Service Models (IaaS, PaaS, SaaS), Deployment Models (Public, Private, Hybrid), Virtualization Technologies, Cloud Security Challenges, Major Cloud Platforms (AWS, Azure, GCP) |
| 22CSN23 | Internet of Things | Core | 4 | IoT Architecture & Paradigms, IoT Enabling Technologies, IoT Communication Protocols (MQTT, CoAP), Sensing, Actuation & Embedded Systems, Data Analytics for IoT, IoT Security & Privacy |
| 22CSN241 | Blockchain Technology | Program Elective | 4 | Distributed Ledger Technology, Cryptographic Primitives in Blockchain, Bitcoin and Cryptocurrencies, Ethereum and Smart Contracts, Consensus Mechanisms, Blockchain Applications beyond Finance |
| 22CSN242 | SDN and NFV | Program Elective | 4 | Software Defined Networking (SDN) Architecture, OpenFlow Protocol, Network Function Virtualization (NFV), NFV Components & Infrastructure, SDN/NFV Use Cases & Applications, Challenges and Future of SDN/NFV |
| 22CSN243 | Big Data Analytics | Program Elective | 4 | Characteristics of Big Data (5 Vs), Hadoop Ecosystem (HDFS, MapReduce), Apache Spark for Big Data Processing, Stream Processing with Kafka/Flink, NoSQL Databases, Big Data Visualization |
| 22CIV25 | Constitution of India and Professional Ethics | Audit Course | 0 | Indian Constitutional Principles, Fundamental Rights & Duties, Directive Principles of State Policy, Professional Ethics in Engineering, Corporate Social Responsibility, Ethical Decision-Making |
| 22CSNL26 | Cloud Computing Lab | Lab | 2 | Cloud Platform Setup (AWS/Azure/GCP), Virtual Machine Deployment & Management, Storage Services (S3, Blob Storage), Load Balancing & Auto-Scaling, Containerization with Docker & Kubernetes, Serverless Computing (Lambda, Functions) |
| 22CSNL27 | Internet of Things Lab | Lab | 2 | Sensor Interfacing with Microcontrollers, Raspberry Pi/Arduino Programming, MQTT/CoAP Protocol Implementation, Data Logging & Visualization, Cloud Integration for IoT Data, IoT Application Development |
| 22CSN28 | Technical Seminar - 2 | Seminar | 2 | Advanced Literature Review, In-depth Topic Presentation, Critical Analysis of Research Papers, Application of Research Methodology, Development of Project Proposal, Feedback Incorporation & Refinement |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CSN311 | Network Management | Program Elective | 4 | SNMP Protocol & MIBs, Network Monitoring & Analysis, Fault Management Techniques, Configuration Management, Performance Management, Network Security Management |
| 22CSN312 | Deep Learning for Networks | Program Elective | 4 | Neural Network Architectures, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Autoencoders & Generative Models, Deep Learning for Network Optimization, Deep Learning in Network Security |
| 22CSN313 | Applied Cryptography | Program Elective | 4 | Cryptographic Hash Functions, Message Authentication Codes (MACs), Digital Signatures & Certificates, Key Management & Distribution, Public Key Infrastructure (PKI), Secure Socket Layer (SSL/TLS) |
| 22CSN32 | Internship | Internship | 6 | Industrial Exposure, Practical Problem Solving, Technical Report Writing, Professional Presentation Skills, Project Implementation in Industry, Adherence to Industry Best Practices |
| 22CSN33 | Project Work - Phase I | Project | 10 | Comprehensive Literature Review, Problem Formulation & Definition, System Design & Architecture, Methodology Planning, Initial Implementation & Experimentation, Progress Reporting & Review |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22CSN41 | Project Work - Phase II | Project | 28 | Advanced System Development, Rigorous Testing & Validation, Performance Analysis & Optimization, Comprehensive Dissertation Writing, Publication of Research Findings, Final Viva-Voce Examination |
