RAMCO INSTITUTE OF TECHNOLOGY (Approved by AICTE, Affiliated by Anna University Chennai)

DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING

REGULATION-2013

Course Outcomes

Semester - I

Course code and Name Course Outcomes(CO)

After completion of the course, the students will be able

to

HS6151 Technical English – I

Communicate clearly both in the written form CO1

and orally using appropriate vocabulary and

comprehend written texts to make inferences.

Speak persuasively in different social contexts CO2

and write biographical details and technical

documents cohesively, coherently and flawlessly

using appropriate words.

Read and write effectively for a variety of CO3

professional and social settings.

Write descriptive, narrative, expository and CO4

interpretive texts using creative, critical,

analytical and evaluative methods.

Listen, comprehend and respond to different CO5

spoken discourses/excerpts in different accents

and write different genres of texts adopting

various writing strategies.

MA6151 Mathematics

Infer canonical form from quadratic form using CO1

the concepts of Eigen values and Eigen vectors.

Test the convergence of sequences and series. CO2

Apply the techniques of differential calculus to CO3

find the evaluate and envelope of curves.

Determine the maxima and minima of functions CO4

of two variables using partial derivatives.

Find the area enclosed by plane curves and CO5

volume of solids using multiple integrals.

PH6151 Engineering Physics

Extend the knowledge about the crystal CO1

structures and crystal growth techniques.

Interpret the fundamental knowledge about the CO2

elastic nature of materials and able to

differentiate a good thermal conductor from the

bad thermal conductor.

Apply the knowledge of quantum mechanics and CO3

classical mechanics in addressing problems

related to science and technology.

Utilize the knowledge about designing an CO4

auditorium with good acoustical properties and

make use of ultrasonic and its applications in

various fields.

Identify and appreciate the advantages of optical CO5

communication using LASER.

CY6151 Engineering Chemistry

Understand the methods of polymerization, types CO1

and properties of polymers.

Apply the concepts of basic thermodynamics and CO2

problem solving skills in various disciplines of

Engineering.

Interpret the laws of photochemistry in CO3

recognizing the interaction of light with matter

and its applications in luminescence and

spectroscopy.

Make use of the phase rule in identifying its CO4

applications in Metallurgical Engineering.

Acquire the basic knowledge in Nano chemistry CO5

and distinguish the existing technology with

Nano technology.

GE6151 Computer Programming

Describe the functions of a digital computer with CO1

its organization and translate program logic into

pseudo code and flow chart

Apply the different conditional constructs to CO2

solve simple scientific and statistical problems

Demonstrate the usage of functions and pointers CO3

with the help of C programs

Use the arrays and strings for writing programs CO4

involving character manipulations

Apply the concept of structures and unions in CO5

writing C programs

GE6152 Engineering Graphics

Familiarize with the fundamentals and standards CO1

of Engineering graphics

Perform freehand sketching of basic geometrical CO2

constructions and multiple views of objects.

Project orthographic projections of lines and CO3

plane surfaces.

Draw projections and solids and development of CO4

surfaces.

Visualize and to project isometric and CO5

perspective sections of simple solids.

GE6161 Computer Practices Laboratory

Understand the usage of office automation tools. CO1

Apply good programming design methods for CO2

program development.

Design and implement the C programs for simple CO3

applications.

Develop and implement the recursive programs. CO4

Implement the C programs with the help of CO5

structures and unions.

GE6162 Engineering Practices

Laboratory

Design electrical and electronics circuits. CO1

Analyze different types of electronic circuits and CO2

components.

Understand electrical safety rules, grounding, CO3

general house wiring.

GE6163 Physics and Chemistry

Laboratory - I

Experienced with hands-on knowledge in the CO1

quantitative chemical analysis of chloride and

dissolved oxygen.

Equipped in the determination of acids by using CO2

the instruments of conductivity meter and pH

meter.

Semester II

HS6251 Technical English – II

Speak convincingly, express their opinions CO1

clearly, initiate a discussion, negotiate, argue

using appropriate communicative strategies.

Write effectively and persuasively and produce CO2

different types of writing such as narration,

description, exposition and argument as well as

creative, critical, analytical and evaluative

writing.

Read different genres of texts, infer implied CO3

meanings and critically analyse and evaluate

them for ideas as well as for method of

presentation.

Listen/view and comprehend different spoken CO4

excerpts critically and infer unspoken and

implied meanings.

Become accomplished, active readers and will be CO5

able to write effectively for a variety of

professional and social settings.

MA6251 Mathematics – II

Apply knowledge of vector calculus in CO1

engineering disciplines

Solve ordinary differential equations that model CO2

the engineering problems

Find the Laplace transform of functions and CO3

solve the ordinary differential equations using

Laplace transform

Construct analytic functions and apply the CO4

knowledge of conformal mappings in

engineering disciplines

Evaluate contour integration and apply it in CO5

engineering problems

PH6251 Engineering Physics – II

Extend the knowledge about the conducting CO1

materials and their properties.

Interpret the fundamental knowledge about the CO2

semiconductors and able to differentiate between

different types of semiconductors.

Apply the knowledge of magnetic and CO3

superconducting materials for modern day to day

applications.

Identify and appreciate the properties and CO4

applications of dielectrics.

Utilize the knowledge about the modern CO5

engineering materials for various applications.

CY6251 Engineering Chemistry – II

Empathize the importance of water technology in CO1

the purification of water and its domestic and

industrial demands.

Explain the principles of electrochemistry and CO2

corrosion and their practical applicability.

Understand the fundamentals of different CO3

alternative sources of energy and their

importance to the mankind.

Acquire the knowledge on different types of CO4

Engineering Materials and their applications in

daily life.

Learn the know-how of industrial techniques of CO5

petroleum processing and determination of

various parameters associated with combustion

processes.

CS6201 Digital Principles and System

Design

Analyze different methods used for CO1

simplification of Boolean expressions

Use Boolean simplification techniques to design CO2

a combinational hardware circuit and write HDL

code for circuits.

Design and analysis of a given synchronous CO3

sequential circuit.

Implement an asynchronous sequential circuit CO4

design

Design digital circuits using PLD. CO5

CS6202 Programming and Data

Structures I

Summarize the concept of arrays and pointers CO1

in C language

Illustrate the process of handling files and CO2

heterogeneous data types using C programs

Explain the operations of Abstract Data Type-CO3

Linked List with examples.

Apply the operations of Abstract Data Types-CO4

Stack and Queue with examples

Analyze different sorting, searching algorithms CO5

and hashing techniques.

GE6262 Physics and Chemistry

Laboratory - II

Ability to test materials by using their knowledge CO1

of applied physics principles in optics and

properties of matter.

Experienced with hands-on knowledge in the CO2

quantitative chemical analysis of hardness,

alkalinity and copper ion.

Equipped in the determination of iron, BaCl2 and CO3

sodium by instrumental methods of analysis.

CS6211 Digital Laboratory

Use Boolean simplification techniques to design CO1

a combinational hardware circuit.

Design and implement combinational and CO2

sequential circuits

Analyze a given digital circuits – combinational CO3

and sequential

Design the different functional units in a digital CO4

computer system

Design and implement a simple digital systems. CO5

CS6212 Programming and Data

Structures Laboratory I

Apply file handling concepts and heterogeneous CO1

data types for program development.

Design and implement C programs for CO2

implementing stacks, queues, and linked lists.

Apply the different data structures for CO3

implementing solutions to practical problems.

Develop searching and sorting programs. CO4

Semester III

MA6351Transforms and Partial

Differential Equations

Solve the Partial Differential Equations. CO1

Determine the Fourier series expansion of CO2

functions and hence evaluate the value of infinite

series.

Apply the method of separation of variables to CO3

solve one dimensional wave equation, one

dimensional heat equation and two dimensional

heat equation

Find the Fourier transform of functions and also CO4

evaluate definite integrals using Fourier

transform.

Calculate the Z-transform of discrete time CO5

systems and solve the difference equations using

Z-transform.

CS6301 Programming and Data

Structure II

Understand the different concepts of Object CO1

Oriented programming.

Apply the concepts of data abstraction, CO2

encapsulation, polymorphism and inheritance for

problem solutions.

Explore the generic problem solution, standard CO3

libraries with required errors by means of

exception handling.

Comprehend the usage of different advanced CO4

nonlinear data structure – Set, Heaps and Height

balanced trees.

Apply the non-linear data structure graph in CO5

solving the real world problems.

CS6302 Database Management

Systems

Explore the basic concepts of Database system CO1

Create database using query languages. CO2

Understand the concepts of transaction CO3

processing and concurrency control.

Explore and gain the knowledge on internal CO4

storage structure and indexing techniques.

Relate security concepts to databases. CO5

CS6303 Computer Architecture

Understand the Operations and Instructions in CO1

“Microprocessor without Interlocked Pipeline

Stage” (MIPS) architecture.

Model arithmetic and logic unit including CO2

Floating Point Multiplication and Division

Algorithms.

Develop MIPS architecture by building pipelined CO3

data path and control path.

Analyze pipelined control units with Instruction CO4

Level Parallelism.

Classify the performance of different Memory CO5

and Input-Output systems.

CS6304 Analog and Digital

Communication

Apply various analog communication techniques CO1

in all communication systems.

Apply various digital communication techniques CO2

in all communication systems.

Use data and pulse modulation techniques for CO3

lighting applications.

Apply Source and Error control coding in both CO4

wired and wireless communication

systems.

Understand the effective utilization of multi-user CO5

radio communication systems.

GE6351 Environmental Science and

Engineering

Understand the importance of public awareness CO1

on environment and nature of biodiversity.

Know about the various causes, effect and CO2

control measures of environmental pollution.

Comprehend the human development that leads CO3

to environmental disasters, the value of natural

resources and their conservation.

Recognize the value of public participation in CO4

environmental protection, Environmental

Management and Legislation Acts and

sustainable development.

Learn the problems related to population and CO5

their remedial measures.

CS6311 Programming and Data

Structure Laboratory II

Develop C++ programs using the concepts of CO1

abstraction, encapsulation, constructor,

polymorphism, overloading and inheritance for

solving problems.

Design and implement C++ programs for CO2

manipulating stacks, queues, linked list,

tress and graphs.

Apply the different data structures for realizing CO3

solutions to practical problems.

Develop recursive programs using trees and CO4

graphs.

CS6312 Database Management

Systems Laboratory

Design and implement a database schema for a CO1

given problem-domain

Get exposure in populate and query database. CO2

Build and maintain tables using PL/SQL. CO3

Implement the database triggers and functions. CO4

Semester IV

MA6453 Probability and Queueing

Theory

Fundamental knowledge of the probability CO1

concepts.

Acquired skills in analysing, queueing models. CO2

Understand and characterize phenomenon which CO3

evolve with respect to time in a probabilistic

manner.

CS6551 Computer Networks

Understand Network fundamentals and CO1

terminology

Recognize the different internetworking devices CO2

and their functions.

Explore the network with routing and CO3

multicasting.

Understand the detailed inner workings of CO4

TCP/IP protocol suit.

Analyze the feature and operations of various CO5

application layer protocols such as HTTP, DNS,

and SMTP.

CS6401 Operating Systems

Summarize the basic concepts, System call, CO1

structure and functions of Operating Systems.

Design the various Scheduling algorithms, CO2

Deadlock prevention, Deadlock avoidance

algorithms and apply the principles of

concurrency.

Demonstrate the usage of various memory CO3

management schemes.

Encapsulate the concepts of Mass Storage CO4

Structure, File System Structure and I/O

Systems.

Implement administrative tasks on Linux servers. CO5

CS6402 Design and Analysis of

Algorithms

Understand the fundamentals of algorithmic CO1

problem solving and able to analyse recursive

and non-recursive algorithms.

Design algorithms for various computing CO2

problems using brute force and divide-and

conquer technique.

Analyze the time and space complexity of CO3

various algorithms using dynamic programming

and greedy technique and to modify existing

algorithms to improve efficiency.

Critically analyze the different algorithm design CO4

techniques for a given problem using iterative

improvement.

Modify existing algorithms to improve CO5

efficiency.

EC6504 Microprocessor and

Microcontroller

Design and implement programs on 8086 CO1

microprocessor.

Implement the system bus structure of 8086 and CO2

coprocessor.

Describe the I/O devices, peripherals and bus CO3

interfacing.

Elaborate the operation of 8051 microcontroller CO4

architecture and implement ALP using 8051

instructions.

Design and implement 8051 microcontroller CO5

based systems.

Describe the purpose and facts of different CO1

software development process models with an

insight into generic process framework.

Identify the functional and non-functional CO2

requirements for software development by

CS6403 Software Engineering

preparing IEEE Software Requirements

Document.

Express software design activities using data CO3

flow diagrams and architectural diagrams.

Develop a testing framework by understanding CO4

the purposes and stages of software testing and

test-driven development.

Explain the project management activities CO5

involved in developing a framework including

planning, scheduling, risk

assessment/management.

CS6411 Networks Laboratory

Understand the usage of socket programming CO1

and client server model.

Implement the different protocols and network CO2

commands.

Design and implement the application using TCP CO3

concepts.

Implement the algorithms with the help of CO4

Network Simulator.

CS6412 Microprocessor and

Microcontroller Laboratory

Write ALP Programmes for fixed and Floating CO1

Point and Arithmetic.

Interface different I/O with 8086 processor. CO2

Generate waveforms using 8086 processors. CO3

Write and Execute ALP Programs in 8051. CO4

Explain the difference between Simulator and CO5

Emulator.

CS6413 Operating Systems Laboratory

Understand the basics of shell programming. CO1

Use the System calls and implement in C CO2

programming.

Apply the file system related system calls. CO3

Create processes and implement IPC. CO4

Compare the performance of various CPU CO5

Scheduling Algorithm, Implement deadlock

avoidance, and Detection Algorithms.

Semester V

MA6566 Discrete Mathematics

Have knowledge of the concepts needed to test CO1

the logic of a program.

Have an understanding in identifying structures CO2

on many levels and be aware of the counting

principles.

Have to understand graph terminology and CO3

special types of graphs.

Be exposed to concepts and properties of CO4

algebraic structures such as groups, rings and

fields.

Have knowledge of Lattices and Boolean CO5

algebra.

CS6501 Internet Programming

Implement Java programs. CO1

Create a basic website using HTML and CO2

Cascading Style Sheets.

Design and implement client side programs using CO3

JavaScript and server side programs using

Servlets and JSP.

Design and implement simple web page in PHP, CO4

and to present data in XML format.

Design rich client presentation using AJAX and CO5

implement web services.

CS6502 Object Oriented Analysis and

Design

Use the UML analysis and design diagrams. CO1

Interpret and use the GRASP design pattern and CO2

GoF Design pattern.

Analyze and design use case modeling and CO3

domain modeling.

Apply appropriate design patterns. CO4

Design and implement projects using OO CO5

concepts and compare and contrast various

testing techniques.

CS6503 Theory of Computation

Construct a minimized finite automaton to CO1

recognize a given regular language.

Describe formal relationships among machines, CO2

languages and grammars.

Construct the pushdown automata for all the CO3

context free languages.

Discuss the basic properties of Turing Machines CO4

and techniques for turing machine construction.

Explain the decidability or undecidability of CO5

various problems.

CS6504 Computer Graphics

Describe the graphics hardware devices, software CO1

used and different drawing algorithms.

Apply two dimensional transformations and CO2

clipping techniques to graphical objects.

Design three dimensional graphical objects and CO3

apply three dimensional transformations into

graphical objects.

Explain the illumination and color models. CO4

Design an animation sequences. CO5

CS6511 Case Tools Laboratory

Use the UML analysis and design diagrams. CO1

Analyze and design use case modelling and CO2

domain modelling.

Apply appropriate design patterns. CO3

Design and implement projects using OO CO4

concepts.

Compare and contrast various testing techniques. CO5

CS6512 Internet Programming

Laboratory

Design user interfaces using Java frames and CO1

applets.

Design Web pages using HTML/XML and style CO2

sheets.

Develop dynamic web pages using server side CO3

scripting and write client server applications.

Use the frameworks like JSP Strut, Hibernate, CO4

Spring.

Create applications with AJAX and web services. CO5

CS6513 Computer Graphics

Laboratory

Explain the basics of graphics programming. CO1

Create 2D animations. CO2

Implement image manipulation and CO3

enhancement.

Create 3D graphical scenes using open graphics CO4

library suits.

Semester VI

CS6601Distributed Systems

Describe the trends and challenges in distributed CO1

systems.

Apply network virtualization, remote method CO2

invocation and objects.

Demonstrate peer-to-peer services and CO3

distributed file system.

Analyze the issues related to scalability, CO4

synchronization, transaction processing,

concurrency and reliability in distributed

systems.

Design process and resource management CO5

systems.

IT6601

Mobile Computing

Describe the basic concepts of mobile computing CO1

and MAC protocol.

Choose the required functionality at each layer CO2

for given application.

Explain the basics of mobile telecommunication CO3

system.

Design Ad hoc networks. CO4

Develop a mobile application. CO5

CS6660 Compiler Design

Summarize the basic concepts of compiler and its CO1

phases.

Implement the functionalities of lexical analysis CO2

phase like conversion of regular expression to

DFA and minimization of DFA.

Design the parsing table using different parsing CO3

techniques and different compiler construction

tools.

Explain the translation process and run time CO4

environment issues.

Apply the various optimization techniques for CO5

effectively generating machine code.

IT6502 Digital Signal Processing

Analyze the properties of discrete time signals CO1

and properties of systems using

Z-transform.

Apply the concepts of frequency transformations CO2

like DFT, FFT and DCT in analysis of various

signals and systems.

Design Infinite Impulse response (IIR) digital CO3

filters.

Design Finite Impulse response (FIR) digital CO4

filters.

Analyze the finite Word length effects in digital CO5

filters.

CS6659 Artificial Intelligence

Identify appropriate AI methods to solve a CO1

problem using search technique.

Demonstrate the knowledge in predicate and CO2

propositional logic and their roles in logic

programming.

Formalise a given problem in the CO3

language/framework of different AI methods.

Apply the machine learning techniques in CO4

solving the real-world problems.

Elucidate the idea of Knowledge Acquisition and CO5

Expert Systems.

CS6001 C# and .Net programming

Describe the major elements of .NET CO1

Framework, C# language, and develop programs

in using C# on .NET.

Comprehend the usage of Inheritance, Interfaces, CO2

Operator overloading, abstract class and

exception for problem Solving.

Design, Debug, Compile and Run an application CO3

with database connectivity using ADO .NET

Design and develop Web based applications on CO4

.NET

Explain the concepts of CLR and .NET CO5

framework

Summarize the steps in building a Data CO1

Warehouse Architecture and schemas for

Decision support.

Explain the usage of OLAP tools used for CO2

Querying and Reporting in Business Analysis.

IT6702 Data Warehousing and Data

Mining

Explain the functionalities of a Data Mining CO3

System and its classification.

Apply the Association Rule mining, CO4

Classification and Prediction Techniques on

large datasets.

Summarize the major clustering methods and CO5

applications of data mining techniques in

Knowledge discovery.

CS6611 Mobile Application

Development Laboratory

Explain the architecture of mobile application CO1

development frameworks.

Choose the required architecture based upon the CO2

mobile application to be developed.

Design mobile applications using various layout CO3

and widgets.

Implement various mobile applications using CO4

emulators.

Deploy applications to hand-held devices. CO5

CS6612 Compiler Laboratory

Design symbol table and lexical analyzer. CO1

Implement compiler writing tools. CO2

Design and implement different phases of CO3

compiler.

Illustrate the concepts of control flow analysis CO4

and data flow analysis.

Apply simple optimization techniques. CO5

GE6674 Communication and Soft

Skills - Laboratory Based

Listen and interpret visuals, involve in formal CO1

and informal conversations, make presentations,

and participate in GD.

Solve reading comprehension passages of higher CO2

levels, draft Resume, cover letter, reports, emails,

and write blogs.

Possess knowledge about IELTS, TOEFL, GRE, CO3

and placement oriented verbal ability.

Perform well in a job interview with the non-CO4

verbal and paralinguistic skills acquired.

Exhibit leadership traits, team skills and essential CO5

soft skills and efficiency to excel as a

professional.

Semester VII

CS6701 Cryptography and Network

Security

Interpret the basic concepts, OSI security CO1

architecture, finite fields and number theory.

Compare the various Cryptographic techniques. CO2

Determine the usage of hash functions and digital CO3

signature.

Design the various secure applications. CO4

Inject secure coding in the developed CO5

applications.

CS6702 Graph Theory and

Applications

Write precise and accurate mathematical CO1

definitions of objects in graph theory.

Use mathematical definitions to identify and CO2

construct examples of spanning trees and planar

graphs.

Validate and critically assess a mathematical CO3

proof in graphs and digraphs.

Apply the techniques of permutations and CO4

combinations and Binomial theorem for solving

problems in Engineering

Construct and solve generating functions, CO5

homogeneous and non- homogeneous recurrence

relations.

CS6703 Grid and Cloud Computing

Understand the architecture of Grid and Cloud CO1

Computing.

Apply the knowledge to solve the large scale CO2

problem in grid computing.

Explore the concepts of Cloud Computing CO3

Develop the web services using the grid and CO4

cloud technologies.

Acquire the knowledge about security issues in CO5

grid and cloud computing.

CS6704 Resource Management

Techniques

Apply the knowledge of linear programming CO1

problems in engineering disciplines

Solve LPP using dual simplex method, CO2

transportation and assignment problems

Apply integer programming to solve real life CO3

problems

Solve problems in classical optimization theory CO4

Use PERT and CPM for problems in project CO5

management.

CS6005 Advanced Database Systems

Explain the basic foundations of parallel and CO1

distributed databases.

Summarize the design principles of active CO2

database.

Use query languages and design the different CO3

types of database.

Explain the logic and rules of complex queries. CO4

Explore and gain the knowledge on indexing CO5

techniques and importance of text and

multimedia databases.

Develop a simple XML document coding and CO1

XML Schema.

Create an application based on XML and CO2

IT6801 Service Oriented Architecture

database.

Compare the characteristics and principles of CO3

Service oriented architecture with client server

and distributed architecture.

Describe the web services using WSDL, SOAP CO4

and UDDI.

Build a Service oriented architecture based CO5

applications for intra-enterprise and inter-

enterprise applications using J2EE.

IT6006 Data Analytics

Apply the statistical analysis methods. CO1

Compare and contrast various soft computing CO2

frameworks and learn efficient algorithms for

mining the data from large volumes.

Apply Stream data model. CO3

Ability to perform various association mining CO4

and clustering techniques for extracting

information from data.

Design distributed file systems and perform CO5

visualization.

CS6711 Security Laboratory

Implement the cipher techniques CO1

Develop the various security algorithms CO2

Use different open source tools for network CO3

security and analysis.

CS6712 Grid and Cloud Computing

Laboratory

Develop web services/application using Grid CO1

framework.

Run a virtual machine and install software on it. CO2

Setup a private cloud using Open Stack/Open CO3

Nebula/ Eucalyptus.

Implement applications using MapReduce CO4

approach in Hadoop environment.

Semester VIII

CS6801 Multi –Core Architectures and

Programming

Summarize the concepts of Multi-core processors CO1

and Parallel program architectures

Interpret the challenges in transforming CO2

sequential version of programs to parallel

programs.

Apply the Open Multi Processing paradigm in CO3

the Shared Memory Programming.

Apply the basic knowledge of Message Passing CO4

Interface to know Distributed Memory

Programming concepts.

Apply parallel programming concepts using MPI CO5

and OpenMP to solve N-body and Tree search

problems.

CS6008 Human Computer Interaction

Explain the basic foundations of Human CO1

Computer Interaction.

Design effective HCI for individuals and persons CO2

with disabilities.

Simplify the issues in the HCI Models and assess CO3

the importance of user feedback

State the Mobile HCI implications for designing CO4

multimedia/ ecommerce/ e-learning Web sites.

Developing the meaningful user interface. CO5

GE6075 Professional Ethics in

Engineering

Apply ethics, morals and human values in CO1

society.

Explain about engineering ethics. CO2

Realize the responsibilities of engineers as CO3

experimenters.

Recognize the safety, risks, risk benefit analysis CO4

and rights of an engineer.

Discuss the importance of the global issues, CO5

moral leadership and code of conduct.

CS6811 PROJECT WORK

On Completion of the project work students will CO1

be in a position to take up any challenging

practical problems and find solution by

formulating proper methodology.