StudyBeats

Big Data Analytics (CCS334) model question paper  #### Part A  1. Define Big Data and give an example of an industry application. 2. What is unstructured data and why is it important in Big Data analytics? 3. Explain the key characteristics of NoSQL databases. 4. What are graph databases and where are they commonly used? 5. Describe the purpose of Hadoop Distributed File System (HDFS). 6. What is Hadoop Streaming and how does it differ from Hadoop Pipes? 7. Explain the concept of MapReduce. 8. What is the role of YARN in Hadoop? 9. Describe the data model of HBase. 10. What is Pig Latin and what is its purpose in Big Data processing?  Part B (65 marks) 1. a) Discuss the convergence of key trends that have led to the rise of Big Data. Provide industry examples to illustrate your points. (13 marks)        b) Explain the role of cloud technologies and mobile business intelligence in the Big Data ecosystem. (13 marks) 2. a) Describe the key-value and docum...

 Cryptocurrency and Blockchain Technologies (CCS339) Model question paper  Part A (20 marks) Answer all questions. 1. What is a blockchain and how does it function as a public ledger? 2. Explain the properties of a cryptographic hash function. 3. What is a hash pointer and how is it used in a Merkle tree? 4. Define double spending in the context of cryptocurrencies. 5. What is Bitcoin's Proof of Work (PoW) and how does it secure the network? 6. Describe the concept of a Bitcoin mining pool. 7. What is Ethereum's Gas and how does it relate to transaction fees? 8. Explain the purpose of smart contracts in blockchain technology. 9. What are decentralized applications (DApps)? 10. Give an example of a blockchain application in supply chain management. Part B (65 marks) 1. a) Describe the structure of a block in a blockchain and explain the concept of the longest chain. (13 marks)        b) Explain the permissioned model of blockchain and its potential applicati...

Storage technology  Model Question Paper Part A (20 marks) 1. What are the key characteristics of a data center? 2. Define Information Lifecycle Management. 3. List the essential characteristics of cloud computing. 4. What is meant by 'third platform technologies'? 5. Explain the components of an intelligent storage system. 6. Differentiate between hard disk drives (HDDs) and solid-state drives (SSDs). 7. What is RAID and what are its different levels? 8. Describe the architecture of a Fiber Channel SAN. 9. What is iSCSI protocol and how does it function? 10. Define Business Continuity and its importance.  Part B (65 marks) 1. a) Explain the evolution of computing platforms and their impact on data centers.        b) Describe the various cloud services and cloud deployment models with examples.  2. a) Discuss the different types of intelligent storage systems and their architectures.        b) Explain the components and performance ...

Model question paper for SOFTWARE TESTING AND AUTOMATION subject code CCS366 Second model question paper 

Data Warehousing (CCS341) Model Question Paper Course Title:Data Warehousing (CCS341) Part A:  (2 x 10 = 20 Marks) 1. Compare operational databases and data warehouses. 2. Explain the architecture of a modern data warehouse. 3. Discuss the key differences between ETL and ELT. 4. Describe the characteristics and operations of OLAP 5. Explain the role of metadata in data warehousing. 6. Discuss the importance and design considerations of data marts. 7. Compare and contrast star schema and snowflake schema. 8. Explain the concept of dimensional modeling and its significance in data warehousing. 9. Describe the functions of a system configuration manager in a data warehousing system. 10. Explain the roles and responsibilities of a warehouse manager. Part B:  (5 x 13 = 65 Marks) 11. (a) Explain the components of a data warehouse and their functions.     (b) Describe the three-tier architecture of a data warehouse and its advantages. 12. (a) Discuss the design and modeling...

Cyber Security (CCS340) course for Anna University students, Regulation 2021. Model Question Paper Part A (20marks) 1. Define the CIA Triad and explain its significance in cyber security. 2. List and briefly describe the main reasons for cybercrime. 3. What is the scope of cyber-attacks? 4. Describe what a social engineering attack is. 5. What is the purpose of using tools like Harvester in reconnaissance? 6. Explain the concept of port scanning. 7. Differentiate between host-based and network-based intrusion detection systems. 8. What are honeypots and how are they used in cyber security? 9. Describe the characteristics of a firewall. 10. Explain the difference between firewalls and intrusion prevention systems. Part B (65 marks) 11a) Discuss the impact of the internet on society and business.         b) Explain the Indian IT Act and its role in combating cybercrime.  12. a) Describe the various types of malicious software and the countermeasures that can ...

Model Question Paper Course Title: Business Analytics (CCW331) Part A: (2 x 10 = 20 Marks) 1. Describe the different types of analytics and their applications in business. 2. Explain the key stages in the analytics life cycle. 3. Discuss the role of data warehouses and data marts in business intelligence. 4. Explain the decision-making process and the role of decision support systems. 5. Define business forecasting and describe the importance of predictive analytics in business. 6. Explain the difference between data-driven and logic-driven models in predictive analytics. 7. Describe the applications of analytics in human resources planning and recruitment. 8. Explain the role of analytics in supply chain logistics and inventory management. 9. Discuss the key components of a marketing strategy and how analytics can enhance it. 10. Explain the application of predictive analytics in understanding customer behavior in marketing. Part B: (5 x 13 = 65 Marks) 11. (a) Explain the p...

 model question paper for the course  Cloud Services Management (CCS336) Part A: (2x 10 = 20 Marks) 1. Explain the essential characteristics of the cloud ecosystem. 2. Describe the different cloud service deployment models with examples. 3. Discuss the key drivers for cloud adoption. 4. Explain the fundamentals of cloud strategy management framework. 5. Describe the cloud service lifecycle and its key stages. 6. Explain how cloud services deal with legacy systems and services. 7. Compare Capex and Opex in the context of cloud service procurement. 8. Discuss different pricing models for cloud services with examples. 9. Define IT governance and cloud governance. How do they differ? 10. Explain the concept of Total Cost of Ownership (TCO) in cloud services. Part B:  (5 x 13 = 65 Marks) 11. (a) Explain the basics of Information Technology Service Management (ITSM) and how it applies to cloud service management.   (b) Discuss the various cloud service models and their app...

 B.E/B.Tech Degree Examinations April/May 2024  Sixth Semester  Computer Science Engineering  (Common To Information Technology)  CCS364-Soft Computing  (Regulation 2021)  Part A: (2x 10 = 20 Marks)  Sof computing important question 1. Explain the concept of fuzzy sets and fuzzy membership functions.   2. Discuss the operations on fuzzy relations.  3. . What is a perceptron? Describe its working with an example  4. Explain the Kohonen Self-Organizing Network and its applications.  5. Describe chromosome encoding schemes and their importance in genetic algorithms  6. Explain the crossover and mutation operators in genetic algorithms  7. Discuss the ANFIS architecture and its components  8. What is Coactive Neuro-Fuzzy Modeling? Explain its framework  9. Describe the process of modeling a two-input sine function using soft computing techniques.   10. Explain how soft computing can be used for co...

B.E/B.Tech Degree Examinations April/May 2024  Sixth Semester  Computer Science Engineering  (Common To Information Technology)  CCS364-Soft Computing  (Regulation 2021)  MODEL QUESTION PAPER Part A: (2x 10 = 20 Marks) 1. Explain the concept of fuzzy sets and fuzzy membership functions.  2. Discuss the operations on fuzzy relations.  3. . What is a perceptron? Describe its working with an example  4. Explain the Kohonen Self-Organizing Network and its applications.  5. Describe chromosome encoding schemes and their importance in genetic algorithms  6. Explain the crossover and mutation operators in genetic algorithms  7. Discuss the ANFIS architecture and its components  8. What is Coactive Neuro-Fuzzy Modeling? Explain its framework  9. Describe the process of modeling a two-input sine function using soft computing techniques.   10. Explain how soft computing can be used for color recipe prediction Part B: ...