Principles of Information Systems, Loose-Leaf Version
13th Edition
ISBN: 9781305971820
Author: Ralph Stair, George Reynolds
Publisher: Course Technology
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Chapter 5, Problem 9RQ
Explanation of Solution
Hadoop:
- “Hadoop” is a Java based, open source software framework that is used for distributed storage and distributed processing of large data sets.
- Open source means it is freely available and the source code can be changed according to user’s requirements...
Explanation of Solution
Components of Hadoop:
The main components of Hadoop are:
- Hadoop Distributed File System (HDFS)
- MapReduce
- YARN (Yet Another Source Negotiator)
Hadoop Distributed File System (HDFS)
- Hadoop Distributed File System (HDFS) is a component of Hadoop that is used to store large amount of data of various formats running on a cluster at high speeds.
- It usually works on the principle of storing less number of large files rather than huge number of small files.
- HDFS uses the write-once, read many model to achieve high throughput.
- It uses three different types of nodes: a name node to store all metadata, a data node to store fixed size data blocks, and a client node to act as an interface between user application and HDFS.
Map Reduce:
- “MapReduce” is the processing layer of Hadoop...
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Students have asked these similar questions
Distributed Systems: Consistency Models
fer to page 45 for problems on data consistency.
structions:
Compare different consistency models (e.g., strong, eventual, causal) for distributed databases.
Evaluate the trade-offs between availability and consistency in a given use case.
Propose the most appropriate model for the scenario and explain your reasoning.
Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440AZF/view?usp=sharing]
Operating Systems: Deadlock Detection
fer to page 25 for problems on deadlock concepts.
structions:
• Given a system resource allocation graph, determine if a deadlock exists.
If a deadlock exists, identify the processes and resources involved.
Suggest strategies to prevent or resolve the deadlock and explain their trade-offs.
Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440 AZF/view?usp=sharing]
Artificial Intelligence: Heuristic Evaluation
fer to page 55 for problems on Al search algorithms.
tructions:
Given a search problem, propose and evaluate a heuristic function.
Compare its performance to other heuristics based on search cost and solution quality.
Justify why the chosen heuristic is admissible and/or consistent.
Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440 AZF/view?usp=sharing]
Chapter 5 Solutions
Principles of Information Systems, Loose-Leaf Version
Ch. 5.1 - Prob. 1RQCh. 5.1 - Which attribute would you designate as the primary...Ch. 5.1 - Prob. 1CTQCh. 5.1 - Prob. 2CTQCh. 5.2 - Prob. 1RQCh. 5.2 - Prob. 2RQCh. 5.2 - Prob. 1CTQCh. 5.2 - Prob. 2CTQCh. 5.3 - Prob. 1RQCh. 5.3 - Prob. 2RQ
Ch. 5.3 - What additional questions need to be answered...Ch. 5.3 - Prob. 2CTQCh. 5.4 - Prob. 1RQCh. 5.4 - Telefonica Brasil is one of the largest...Ch. 5.4 - Prob. 1CTQCh. 5.4 - Prob. 2CTQCh. 5.5 - Prob. 1RQCh. 5.5 - Prob. 2RQCh. 5.5 - Why is it unlikely that a traditional SQL database...Ch. 5.5 - Prob. 2CTQCh. 5 - Prob. 1SATCh. 5 - Prob. 2SATCh. 5 - Prob. 3SATCh. 5 - The ______________ model is a simple but highly...Ch. 5 - The ability to combine two or more tables through...Ch. 5 - Prob. 6SATCh. 5 - Prob. 7SATCh. 5 - Prob. 8SATCh. 5 - Prob. 9SATCh. 5 - Prob. 10SATCh. 5 - Prob. 11SATCh. 5 - Prob. 12SATCh. 5 - Prob. 13SATCh. 5 - Prob. 14SATCh. 5 - Prob. 15SATCh. 5 - Prob. 16SATCh. 5 - Prob. 1RQCh. 5 - In the hierarchy of data, what is the difference...Ch. 5 - Prob. 3RQCh. 5 - What is meant by data archiving? Why is this an...Ch. 5 - What is an entity-relationship diagram, and what...Ch. 5 - Identify four basic data manipulations performed...Ch. 5 - Prob. 7RQCh. 5 - Prob. 8RQCh. 5 - Prob. 9RQCh. 5 - Prob. 10RQCh. 5 - Prob. 11RQCh. 5 - Prob. 12RQCh. 5 - Prob. 13RQCh. 5 - Prob. 14RQCh. 5 - Prob. 15RQCh. 5 - Prob. 16RQCh. 5 - Prob. 17RQCh. 5 - Prob. 1DQCh. 5 - Outline some specific steps an organization might...Ch. 5 - SQL databases conform to ACID properties. Briefly...Ch. 5 - Prob. 4DQCh. 5 - Prob. 6DQCh. 5 - Prob. 8DQCh. 5 - Prob. 1PSECh. 5 - Describe the role of a database administrator....Ch. 5 - Prob. 2CECh. 5 - Prob. 1CTQ1Ch. 5 - Prob. 2CTQ1Ch. 5 - Prob. 3CTQ1Ch. 5 - Prob. 1CTQ2Ch. 5 - Prob. 2CTQ2Ch. 5 - Prob. 3CTQ2
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