Computer Science & Engineering (AI & DS) - Laboratories

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Lab Courses

S.NO. NAME OF THE LABORATORIES
1 Data Structure Lab
2 Computer Organization and Architecture Lab
3 Web Designing Workshop
4 Operating System Lab
5 Object Oriented Programming with Java Lab
6 Cyber Security Workshop
7 Python Programming Lab
8 Database Management System Lab
9 Artificial Intelligence Lab
10 Design and Analysis of Algorithms Lab
11 Software Engineering Lab
12 Data Analytics Lab
13 Computer Network Lab
14 Mini Project Lab
15 Project and Research Lab

List of Experiments

NAME OF THE LABORATORY: DATA STRUCTURE LAB
EX.NO. LIST OF EXPERIMENTS
1 Program to create and display a Linear Array and insert a data item at any location in a Linear Array.
2 Program to delete a data item from a Linear Array.
3 Program to implement Stack Operation using an array.
4 Program to implement Queue Using array.
5 Program to implement Tower of Hanoi.
6 Program to create a circular queue using an array.
7 Program to implement linear and binary search in an Array.
8 Program to implement bubble, selection, and insertion sort in a non-recursive way.
9 Program to implement merge and heap sort in a non-recursive way.
10 Program to create a simple binary tree and implement traversal techniques.
11 Program to find the maximum depth/height of a tree.
12 Program to find the number of nodes and leaves in the binary search tree.
13 Program for creation of graph using adjacency matrix.
14 Program to implement BFS and DFS algorithm.
15 Program to implement the shortest path using Dijkstra's algorithm.
NAME OF THE LABORATORY: COMPUTER ORGANIZATION AND ARCHITECTURE LAB
EX.NO. LIST OF EXPERIMENTS
1 To Study and verify the Truth Tables of various logic gates.
2 Implementing HALF ADDER, FULL ADDER using basic logic gates.
3 Implementing Binary -to -Gray, Gray -to -Binary code conversions.
4 Implementing 4x1 MULTIPLEXERS.
5 Implementing 8x1 MULTIPLEXER using 2X 1 MULTIPLEXER.
6 Implementing 3-8-line DECODER.
7 Verify the excitation tables of various FLIP-FLOPS.
8 Design of an 8-bit Input/ Output system with four 8-bit Intemal Registers.
9 Design of an s-bit ARITHMETIC LOGIC UNIT.
10 Design the data path of a computer from its register transfer language description.
11 Design and implement a BCD Adder.
12 Implementing Incrementer circuit using half adder
13 Implementing Incrementer circuit using full adder
14 Design and Implementation of SISO and SIPO shift registers.
15 Design and Implementation of PISO and PIPO shift registers.
NAME OF THE LABORATORY: WEB DESIGNING WORKSHOP
EX.NO. LIST OF EXPERIMENTS
1 Create a basic HTML webpage. Use headings, paragraphs, line breaks, horizontal rules, and text formatting.
2 Design a personal profile page using HTML. Include images, links, lists (ordered & unordered), and a favicon.
3 Build a student registration form using HTML. Include input fields, checkboxes, radio buttons, dropdowns, and a submit button.
4 Create a table to display student marks and attendance. Use HTML <table> elements with proper headings, rows, and columns.
5 Apply internal and external CSS to style a webpage. Style text, background, borders, and layout properties.
6 Design a responsive webpage layout using CSS Flexbox or Grid. Divide the page into header, footer, sidebar, and content sections.
7 Create a navigation bar using CSS. Horizontal menu with hover effects and dropdown options.
8 Build an image gallery with CSS styling and hover effects. Use grid or inline-block layout with rounded corners and shadows.
9 Design and style a responsive contact form. Apply form styling with CSS, including input focus effects and validation hints.
10 Develop a multipage website using HTML and CSS. Link multiple pages using <a> tags, and apply consistent layout and styling.
11 Create a responsive layout using Bootstrap grid system. Implement a 12-column layout with different breakpoints.
12 Add Bootstrap components to a webpage. Use Bootstrap buttons, cards, carousels, alerts, and modals.
13 Use JavaScript to display a welcome message. Show dynamic output using alert, document.write, or innerHTML.
14 Implement form validation using JavaScript. Validate user inputs (e.g., name, email, phone number, password).
15 Create a simple JavaScript image slider or carousel. Use JavaScript to change images automatically or on click.
16 Build a dynamic to-do list app using JavaScript. Add, delete, and mark tasks using arrays and DOM manipulation.
17 Use JavaScript to display date, time, and greeting message. Based on the time of day (Good Morning, Afternoon, etc.).
18 Design a simple calculator using JavaScript. Perform basic arithmetic operations: add, subtract, multiply, divide.
19 Create a responsive website prototype using Balsamiq. Mock up the layout, navigation, and content flow of a website.
20 Create a portfolio website combining HTML, CSS, Bootstrap, and JavaScript. Include sections like About Me, Projects, Contact, and Resume Download.
NAME OF THE LABORATORY: OPERATING SYSTEM LAB
EX.NO. LIST OF EXPERIMENTS
1 Study of hardware and software requirements of different operating systems (UNIX,LINUX,WINDOWS XP, WINDOWS7/8.
2 Execute various UNIX system calls for
i. Process management
ii. File management
iii. Input/output Systems calls
3 Implement CPU Scheduling Policies:
i. SJF
ii. Priority
iii. FCFS
iv. Multi-level Queue
4 Implement file storage allocation technique:
i. Contiguous(using array)
ii. Linked –list(using linked-list)
iii. Indirect allocation (indexing)
5 Implementation of contiguous allocation techniques:
i. Worst-Fit
ii. Best- Fit
iii. First- Fit
6 Calculation of external and internal fragmentation
i. Free space list of blocks from system
ii. List process file from the system
7 Implementation of compaction for the continually changing memory layout and calculate total movement of data
8 Implementation of resource allocation graph (RAG)
9 Implementation of Banker’s algorithm
10 Conversion of resource allocation graph (RAG) to wait for graph (WFG) for each type of method used for storing graph.
11 Implement the solution for Bounded Buffer (producer-consumer) problem using inter process communication techniques-Semaphores
12 Implement the solutions for Readers-Writers problem using inter process communication technique Semaphore.
NAME OF THE LABORATORY: OBJECT ORIENTED PROGRAMMING WITH JAVA
EX.NO. LIST OF EXPERIMENTS
1 Write and execute simple Java programs using the Java compiler (JDK) and Eclipse IDE.
2 Develop programs that accept and process command line input.
3 Demonstrate key OOP principles: Classes, Objects, Encapsulation, Abstraction, Inheritance, and Polymorphism.
4 Implement Inheritance and Method Overriding. Use single, multilevel, and hierarchical inheritance with polymorphic behaviour.
5 Demonstrate multiple inheritance through interfaces and abstraction using abstract classes.
6 Write programs that handle different types of exceptions using try, catch, finally, throw, and throws.
7 Create and manage multiple threads using Thread class and Runnable interface, including synchronization.
8 Create user-defined packages and demonstrate access modifiers.
9 Read and write data to files using Java I/O streams (FileReader, FileWriter, BufferedReader, BufferedWriter, etc.).
10 Use collections like ArrayList, HashSet, HashMap, and TreeMap with iterators and generics.
11 Create forms and basic UI elements using JFrame, JPanel, JButton, JTextField, etc.
12 Connect to a MySQL or SQLite database and perform CRUD operations using JDBC.
13 Set up a basic Spring application and demonstrate Dependency Injection (DI).
14 Create REST controllers to handle HTTP requests and return JSON responses.
15 Connect a simple HTML/CSS/JS frontend to Spring Boot REST APIs using Thymeleaf or REST calls.
16 Build a data-driven application using Spring Data JPA and Hibernate for ORM.
17 Write unit test cases using JUnit for Java classes and services.
18 Develop a complete Java-based application (e.g., Library Management System, Student Portal, Online Store) incorporating OOP, file handling, database, and Spring Boot.
NAME OF THE LABORATORY: CYBER SECURITY WORKSHOP
EX.NO. LIST OF EXPERIMENTS
1 Basic Packet Inspection: Capture network traffic using Wire shark and analyze basic protocols like HTTP, DNS, and SMTP to understand how data is transmitted and received.
2 Detecting Suspicious Activity: Analyze network traffic to identify suspicious patterns, such as repeated connection attempts or unusual communication between hosts.
3 Malware Traffic Analysis: Analyze captured traffic to identify signs of malware communication, such as command-and-control traffic or data infiltration.
4 Password Sniffing: Simulate a scenario where a password is transmitted in plaintext. Use Wireshark to capture and analyze the packets to demonstrate the vulnerability and the importance of encryption.
5 ARP Poisoning Attack: Set up an ARP poisoning attack using tools like Ettercap. Analyze the captured packets to understand how the attack can lead to a Man-in-the-Middle scenario.
6 SQL Injection: Use DVWA to practice SQL injection attacks. Demonstrate how an attacker can manipulate input fields to extract, modify, or delete database information.
7 Cross-Site Scripting (XSS): Exploit XSS vulnerabilities in DVWA to inject malicious scripts into web pages. Show the potential impact of XSS attacks, such as stealing cookies or defacing websites.
8 Cross-Site Request Forgery (CSRF): Set up a CSRF attack in DVWA to demonstrate how attackers can manipulate authenticated users into performing unintended actions.
9 File Inclusion Vulnerabilities: Explore remote and local file inclusion vulnerabilities in DVWA. Show how attackers can include malicious files on a server and execute arbitrary code.
10 Brute-Force and Dictionary Attacks: Use DVWA to simulate login pages and demonstrate brute-force and dictionary attacks against weak passwords. Emphasize the importance of strong password policies.
NAME OF THE LABORATORY: DBMS LAB
EX.NO. LIST OF EXPERIMENTS
1 To create a table called Employee with the following structure EMP (name, id, salary) and answer the following queries:
· Create a table EMP (name, id, dno,)
· Add a column commission with domain to the EMP table
· Insert any five records into the table
2 Perfonning insertion, deletion, modification, altering, and updating operations on the records based on conditions.
3 Perfonning the DDL operations on the table. Like create, alter, drop, rename.
4 Write the queries using the UPDATE-SET-WHERE clause, group them by, and order by on the table.
5 To implement the constraint on the table, it should include referential integrity constraints, not null, etc.
6 To implement the concept of Joins, Union, and intersect by using MySQL.
7 Write the queries using the AGGREGATION function- Count, Sum, Avg, Max, Min
8 To implement the concept of Sub-Queries. Example- Sailors (Sid, rating, age), Boats (bid, color), Reserve (Sid, bid, day(date)). Find the names of the sailors who have reserved both a red or a yellow boat.
9 To implement the concept of Indexes and views.
10 rite a PL/SQL program to find the total and average of 4 subjects and display the grade.
11 Creation of insert trigger, delete trigger, update trigger using the emp database
12 Create the procedure for the palindrome of a given number.
13 Write a PL/SQL block that will display the name, and salary of the first highest-paid employees.
14 To write a Cursor to find an employee with a given job and dept no.
15 Design and implementation of payroll processing system.
NAME OF THE LABORATORY: AI LAB
EX.NO. LIST OF EXPERIMENTS
1 Study of PROLOG Programming Language and its function.
2 Write a Simple fact for the Statement using PROLOG.
3 Write a program in PROLOG to Solve a Simple Arithmetic problem (+, -, * ,/ )
4 WAP in PROLOG for medical diagnosis and shows the advantages and disadvantages of green and red cuts.
5 WAP to show integer variables is used in PROLOG.
6 Program to count several elements in Lists in PROLOG.
7 Program to append & Delete an Element in List in PROLOG.
8 Program to demonstrate Family Relationships in PROLOG.
9 WAP to implement factorial of a given number in PROLOG.
10 WAP to find Fibonacci of a given number in PROLOG.
11 WAP to implement Breadth First Search using PROLOG.
12 WAP to implement Depth First Search using PROLOG.
13 WAP to implement Best First Search using PROLOG.
14 WAP to categorize animal characteristics.
15 WAP to solve the Water Jug Problem using PROLOG.
NAME OF THE LABORATORY: DESIGN AND ANALYSIS OF ALGORITHMS LAB
EX.NO. LIST OF EXPERIMENTS
1 Program for Insertion Sort & Selection Sort.
2 Program for Shell Sort & Counting Sort.
3 Program for Linear Search & Binary Search
4 Program for Merge Sort.
5 Program for Quick Sort.
6 Program for Heap sort.
7 Program for minimum spanning tree using Kruskal's & Prim's algorithm.
8 Program for Knapsack problem using Greedy & Dynamic approach.
9 Program for N-Queen problem using backtracking.
10 Program for KMP string matching.
11 Program for Travelling salesman problem.
NAME OF THE LABORATORY: DATA ANALYTICS LAB
EX.NO. LIST OF EXPERIMENTS
1 Write an R script to get input from the user and perform numerical operations: MAX, MIN, AVG, SUM, SQRT, ROUND.
2 Perform data import/export operations with .CSV, .XLS, and .TXT files using Data Frames in R.
3 Input a matrix and perform addition, subtraction, multiplication, inverse, transpose, and division using vectors in R.
4 Conduct statistical analysis: Mean, Median, Mode, and Standard Deviation using built-in R functions.
5 Perform data preprocessing: i) Handle missing data ii) Apply Min-Max normalization.
6 Apply Principal Component Analysis (PCA) on the House Prices dataset for dimensionality reduction.
7 Implement Simple Linear Regression in R and interpret the model's output and prediction.
8 Perform K-Means Clustering on the Iris dataset and visualize the clusters using suitable R packages.
9 Write an R script to perform KNN classification to diagnose disease and visualize classification output.
10 Conduct Market Basket Analysis using Association Rule Mining (Apriori Algorithm) in R.
NAME OF THE LABORATORY: PYTHON PROGRAMMING LAB
EX.NO. LIST OF EXPERIMENTS
1 Write a Python program to demonstrate the working of the following: -
Fundamental Data types in Python Programming.
id (), type (), and range
Type conversion functions
2 Write a Python program to demonstrate the working of the following:
Arithmetic Operators and Relational Operators
Assignment Operator and Logical Operators
Bitwise Operators and Ternary Operator
Membership Operators and Identity Operators
3 Write a program to create, concatenate, multiply, and print a string and access a sub-string from a given string.
4 Write a Python program to demonstrate various ways of accessing the string.
By using Indexing (Both Positive and Negative)
By using Slice Operator
5 Write Python programs based on the concepts of:
Conditional if statements
Nested if statements
Using else if and elif
6 Write Python programs based on the concepts of:
For loop
While loop
Nested loops
7 Write Python programs based on the concepts of:
Break
Continue
Pass
8 Write Python programs based on the concepts of the following methods that operate on strings with suitable examples:
len(), count (), replace (), split ()
strip (), join (), isupper (), islower()
rstrip(), swapcase(), title ()
lstrip(), capitalize (), startswith(), endswith()
find(), rfind(), index (), rindex()
9 Write Python programs based on the concepts of the following methods that operate on List with suitable examples:
List() len(), count (), index ()
Append (), insert (), extend (), remove ()
pop() reverse() sort(), copy(), clear ()
10 Write Python programs based on the concepts of the following that operate on a List with suitable examples:
List slicing
List Comprehensions
11 Write Python programs based on the concepts of the following that operate on a Tuple with suitable examples:
len(), count (), index (), sorted ()
min() max(), cmp(), reversed ()
12 Write Python programs based on the concepts of the following that operate on a Dictionary with suitable examples:
dict(), len(), clear(), get ()
pop(), pepitem(), keys (), values ( )
Items (), copy (), update ()
13 Write a program in Python to handle Try-Except-Final exception blocks.
14 Write Python programs based on the concepts of:
Functions
Anonymous functions
Recursion
15 Write a Python program to demonstrate Local and Global variables.
16 Write a Python program to define a module and import a specific function from that module to another program.
17 Write Python programs to handle files based on the concepts of:
readine() and readlines()
write () and write lines ()
seek () and tell
18 Write a Python program that reads a file, breaks each line into words, strips whitespace, and punctuation from the words, and converts them to lowercase.
19 Write a Python program to import the library and build a GUI calculator using various widgets.
20 Write a Python program to import the NumPy library and perform operations on series, and nd-arrays.
21 Write a Python program to import the Pandas library and perform operations on CSV files, and data frames.
22 Write a Python program to import the Matplotlib library and perform operations showing static and interactive visualizations.
NAME OF THE LABORATORY: COMPUTER NETWORKS LAB
EX.NO. LIST OF EXPERIMENTS
1 Simulate reliable data transfer using the Stop-and-Wait method.
2 Demonstrate sender and receiver window concepts with flow control.
3 Implement a basic TCP client-server communication model.
4 Write a program that mimics the address resolution process.
5 Emulate ICMP Echo Requests and route path tracing.
6 Create a socket to send HTTP requests and receive responses (upload/download).
7 Demonstrate how functions are called from one host to another remotely.
8 Input IP address and subnet mask to calculate network and broadcast addresses.
9 TCP Socket Applications
a. Echo Client and Echo Server
b. Chat Application
c. File Transfer Application
10 UDP and TCP Socket Applications
d. DNS Resolver
e. SNMP Client
f. File Transfer via UDP
11 Simulate congestion control algorithms like TCP Tahoe, Reno, etc.
12 Implement and compare:
i. Distance Vector Routing
ii. Link State Routing
iii. Flooding Algorithm
13 Practice with RJ-45, CAT-6 cables, crimping tools, testers, etc.
14 Set up devices manually or using simulation tools like Cisco Packet Tracer.
15 Commands include: ping, traceroute, nslookup, arp, telnet, ftp, etc.
16 Use Wireshark to capture and analyze live network traffic.
17 Develop time server, echo server using both iterative and multithreaded approaches.

Value Added Experiments

NAME OF THE LABORATORY: DATA STRUCTURE LAB
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 Sort a given set of n integer elements using the Quick Sort method and compute its time complexity. Run the program for varied values of n> 5000 and record the time taken to sort. Plot a graph of the time taken versus the non-graph sheet. The elements can be read from a file or can be generated using the random number generator. Demonstrate using Java how the divide and- conquer method works along with its time complexity analysis: worst case, average case, and best case
2 Design and implement to find a subset of a given set S= {S1, S2…. Sn} of n positive integers whose SUM is equal to a given positive integer d for example, if S= {1,2,3,6,8} and d=9, there are two solutions {1,2,6} and {1,8}. Display a suitable message, if the given problem instance does not have a solution
3 From a given vertex in a weighted connected graph, find shortest paths to other vertices using Dijkstra's algorithm & Floyd’s algorithm.
NAME OF THE LABORATORY: COMPUTER ORGANIZATION AND ARCHITECTURE LAB
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 Assembling of parts of a computer: Motherboard, Processor, RAM, Hard Disk, SMPS, and I/O devices.
2 Acquainted with the parts of computers: Motherboard, Processor, RAM, Hard Disk, SMPS and I/O devices.
3 Implementing half subtractor using basic logic gates.
4 Implementing full subtractor using basic logic gates.
5 Implement a simple instruction set computer with a control unit and a data path.
NAME OF THE LABORATORY: WEB DESIGNING WORKSHOP
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 Style an unordered list and a table using CSS. Add borders, background color, and spacing between cells.
2 Implement a webpage that changes its layout based on different screen widths (mobile, tablet, desktop) using media queries.
3 Style different text elements (heading, paragraph) using different font families, sizes, weights, and text alignments. Use Google Fonts for at least one font.
4 Create a form and use JavaScript to validate the input fields (e.g., check for empty fields, valid email format, and password length).
5 Write a JavaScript function that triggers an event when a button is clicked. Use a loop to iterate over an array and display each value in an HTML element (e.g., a list).
NAME OF THE LABORATORY: PYTHON PROGRAMMING
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 To develop a system to manage Employee
2 To develop a system to Bank Account
3 To develop a system to manage student report card
4 Implement the concept of Classes and Objects using a real-world example.
5 Implement Selection Sort, and Merge sort algorithm.
NAME OF THE LABORATORY: DESIGN AND ANALYSIS OF ALGORITHMS LAB
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 Program to implement sparse matrix
2 Program to implement infix to postfix conversion using stack
3 Program to implement quick and radix sort
4 Program to exchange left and right sub tree
5 Program to create MST using Kruskal’s algorithm
NAME OF THE LABORATORY: DBMS LAB
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 Mini Project (Application Development using (Oracle/MySQL).
e.g., E-learning Support System which has different modules like Admin, professor, student, and mentor.
The first step is to register to access this website. In this system, we are providing discussion forums between students and professors.
2 Case Study: STUDENT PROGRESS MONITORING SYSTEM
A database is to be designed for a college to monitor students' progress throughout their course of study.
The students are reading for a degree (such as BA, BA(Hons), MSc, etc.) within the framework of the modular system.
The college provides several modules, each being characterized by its code, title, credit value, module leader, teaching staff, and the department they come from.
A module is coordinated by a module leader who shares teaching duties with one or more lecturers.

ASSIGNMENT:
Analyze the data required
Normalize the attributes
Create the logical data model using E-R diagram
3 GENERAL HOSPITAL
A General Hospital consists of several specialized wards (such as Maternity, Podiatry, Oncology, etc.).
Each ward hosts several patients, who were admitted on the recommendation of their own GP and confirmed by a consultant employed by the Hospital.
On admission, the personal details of every patient are recorded.
A separate register is to be held to store the information on the tests undertaken and the results of a prescribed treatment.
Several tests may be conducted for each patient.
Each patient is assigned to one leading consultant but may be examined by another doctor if required.
Doctors are specialists in some branch of medicine and may be leading consultants for many patients, not necessarily from the same ward.

ASSIGNMENT:
Analyze the data required
Normalize the attributes
Create the logical data model using E-R diagrams
NAME OF THE LABORATORY: AI LAB
EX.NO. LIST OF VALUE-ADDED EXPERIMENTS
1 WAP to implement 8-Puzzle Problem using Breadth First Search.
2 WAP to solve the 4-Queen Problem using PROLOG.
3 WAP to solve the Monkey Banana Problem using PROLOG.
4 WAP to solve travelling Salesman Problem using PROLOG.
5 WAP to solve traversal problems using Means-End Analysis.

System Hardware Configuration

S. NO NAME OF THE LABORATORY EQUIPMENT OF LABORATORY
1 Data Structure Lab CPU: Lenovo Processor: INTEL I5
RAM: 8 GB
SSD: 256 GB
Keyboard: ZEBION
Mouse: ZEBION
TFT: ZENITH
LAN: 1Gbps
UPS: 10KVA
2 Design and Analysis of Algorithms Lab
3 Software Engineering Lab
4 Computer Organization and Architecture Lab CPU: Lenovo Processor: INTEL I7
RAM: 16 GB
SSD: 256 GB
Keyboard: ZEBRONICS
Mouse: ZEBRONICS
TFT: ZEBRONICS
LAN: 1Gbps
UPS: 10KVA
5 Computer Network Lab
6 Python Programming Lab
7 Cyber Security Lab
8 Web Designing Workshop CPU: Lenovo Processor: INTEL I7
RAM: 16 GB
SSD: 256 GB
Keyboard: QUANTUM
Mouse: QUANTUM
TFT: ZENITH
LAN: 1Gbps
UPS: 10KVA
9 Object Oriented Programming with Java Lab
11 Database Management System Lab
Mini Project Lab
12 Operating System Lab CPU: Lenovo Processor: INTEL I7
RAM: 16 GB
SSD: 256 GB
Keyboard: QUANTUM
Mouse: QUANTUM
TFT: LENOVO
LAN: 1Gbps
UPS: 10KVA
13 Compiler Design Lab
14 Project and Research Lab
15 Artificial Intelligent Lab Compute Node:
5th Generation Intel® Xeon® Scalable Processors, formerly Emerald Rapids
Vertical Segment Server Processor Number 6530, Lithography Intel 7
Total Cores 32, Total Threads 64, Max Turbo Frequency 4 GHz, Processor Base Frequency 2.1 GHz, Cache 160 MB, Intel® UPI Speed 20 GT/s

Master Node:
5th Generation Intel® Xeon® Scalable Processors, Formerly Sapphire Rapids
Vertical Segment Server Processor Number 4510, Lithography Intel 7
Total Cores 12, Total Threads 24, Max Turbo Frequency 4.1 GHz, Processor Base Frequency 2.40 GHz, Cache 30 MB.

Node:
Intel® UPI Speed 16 GT/s
HP Z4 G4 Desktop Workstation with Intel Xeon W-2155 Processor, 512 GB SSD, 64 GB RAM, Nvidia Quadro P2000 GB Graphics, HP 21.5 Monitor, USB Keyboard & Mouse
LAN: 1Gbps
UPS: 10KVA
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