Premium Essay

Databases: Identifying Index Placement

In:

Submitted By slytheboss
Words 2196
Pages 9
This assignment helps you understand what table columns deserve an index through a series of exercises on a database schema. You do not type SQL in this assignment, but rather identify which columns deserve indexes, the type of index it deserves, and why. Correct placement of indexes is absolutely critical to database performance. All but the smallest of databases would have terrible performance if no indexes were assigned to any of its table columns.

An index is a physical construct that serves two purposes – speeding up data retrieval and enforcing uniqueness. Indexes are not modeled in logical entity-relationship diagrams, because indexes do not operate at the logical level of abstraction, as do tables and table columns. While the primary purpose of creating an index is to speed up data access, modern relational DBMS also support a type of index that additionally enforces a uniqueness constraint. A uniqueness constraint can be assigned to a table column directly, or is indirectly assigned to a table column when it is assigned a primary key constraint. While a uniqueness constraint is a logical construct, many modern relational DBMS physically implement this constraint through an index.

You might reasonably ask the question, “Why not simply add indexes to every column in the schema?” After all, then we would not need to concern ourselves with index placement. The primary reason is that while indexes speed up reading from the database, indexes slow down writing to the database. Indexes associated with a table slow down writes to that table, because every time data is added to, modified, or deleted from the table, the indexes referencing the data must be modified. A secondary reason is that indexes increase the size of our database, and that not only affects storage requirements, but also affects database performance since the buffer cache will need to handle

Similar Documents

Premium Essay

Fsdgfda

... Database: Collected of records with helps in decision-making process. A database is an organized collection of data. The data are typically organized to model aspects of reality in a way that supports processes requiring information. For example, modelling the availability of rooms in hotels in a way that supports finding a hotel with vacancies. Database management systems (DBMSs) are computer software applications that interact with the user, other applications, and the database itself to capture and analyze data. A general-purpose DBMS is designed to allow the definition, creation, querying, update, and administration of databases. Well-known DBMSs include MySQL, PostgreSQL, Microsoft SQL Server, Oracle,SAP and IBM DB2. A database is not generally portable across different DBMSs, but different DBMSs can interoperate by using standards such as SQL and ODBC or JDBC to allow a single application to work with more than one DBMS. Data warehousing : A data warehouse is a subject-oriented, integrated, time-variant and non-volatile collection of data in support of management's decision making process. Subject-Oriented: A data warehouse can be used to analyze a particular subject area. For example, "sales" can be a particular subject. Integrated: A data warehouse integrates data from multiple data sources. For example, source A and source B may have different ways of identifying a product, but in a data warehouse, there will be only a single way of identifying a product...

Words: 1331 - Pages: 6

Premium Essay

Marketing

...Database Systems Chapter 6 Advanced Data Modeling Database Systems, 9th Edition 1 Objectives • In this chapter, you will learn: – About the extended entity relationship (EER) model’s main constructs – How entity clusters are used to represent multiple entities and relationships – The characteristics of good primary keys and how to select them – How to use flexible solutions for special data modeling cases – What issues to check for when developing data models based on EER diagrams Database Systems, 9th Edition 2 The Extended Entity Relationship Model • Result of adding more semantic constructs to original entity relationship (ER) model • Diagram using this model is called an EER diagram (EERD) Database Systems, 9th Edition 3 Entity Supertypes and Subtypes • Entity supertype – Generic entity type related to one or more entity subtypes – Contains common characteristics • Entity subtypes – Contains unique characteristics of each entity subtype Database Systems, 9th Edition 4 Database Systems, 9th Edition 5 Specialization Hierarchy • Depicts arrangement of higher-level entity supertypes and lower-level entity subtypes • Relationships described in terms of “IS-A” relationships • Subtype exists only within context of supertype • Every subtype has only one supertype to which it is directly related • Can have many levels of supertype/subtype relationships Database Systems, 9th Edition 6 Database Systems, 9th Edition 7 Inheritance ...

Words: 1697 - Pages: 7

Premium Essay

Chichi

...detail, it exhibits both software and hardware independence. The most widely used conceptual model is the Entity Relationship (E-R) model, which yields the basic database blueprint. Internal The internal model represents the adaptation of the conceptual model to a specific DBMS. Basically, the internal model requires the database designer to match the conceptual model's characteristics and constraints to those of the selected hierarchical, network, or relational DBMS. Therefore, although it is still hardware-independent, it is software-dependent. External The external model represents the applications programmer's view of the data environment. Its use requires that the modeler subdivide a universal set of requirements and constraints into functional modules, each represented by its own external model. (The modules correspond to business units such as production, sales, personnel, and so on.) Each external model is represented by its own external schema. Each business unit is thus represented by an external model that includes that unit's entities, the relationships between the entities, and its constraints. Since external models are defined for a specific DBMS, they are DBMS (software)-dependent, but hardware-independent. The use of external schemas has several important advantages: □ Using database subsets makes it easier to view the specific application program requirements. □ The subsets make it easier to...

Words: 11031 - Pages: 45

Free Essay

Srs for Tax Information Management System Project

...[pic] INDEX 1. Introduction: Abstract Company Profile 2. Synopsis 3. Requirement Analysis Document(RAD) 3.1 Introduction 3.1.1 Purpose Of The System 3.1.2 Scope Of The System 3.1.3 Acronyms And Abbreviations 3.2 Current 3.3 Proposed System 3.3.1 Overview 3.3.2 Functional Requirements 3.3.3 Nonfunctional Requirements 3.3.4 Pseudo Requirements 3.4 Functional Model 3.4.1 Scenarios 3.4.2 Use case Model 3.5 Object Model 3.5.1 Data Dictionary 3.5.2 Class Diagrams 3.6 Dynamic Model 3.6.1 Sequence Diagrams 4. System Design Documentation(SDD) 4.1 Subsystem Decomposition 4.2 Persistent Data Management 5. Forms 5.1 Input Forms 5.2 Output Forms 6. Coding 7. Testing 7.1 Module Testing 8. Conclusion 9. Bibliography [pic] ABSTRACT The main aim of our project is to prepare a Tax summary or Tax Returns of a client. In Tax Information system System, a client registers himself enters all the...

Words: 13048 - Pages: 53

Premium Essay

Glossary of Digital Marketing Terms

...Glossary of Digital Marketing Terms Compiled by: HiveMind Marketing, Inc. 1724 Alberta Avenue San Jose, CA 95125 1.866.781.8195 info@hivemindinc.com A Above The Fold: Above the fold refers to banner advertisements which are displayed at the top of a web page. In Internet marketing terms, it refers to information placed at the top of an email or webpage, so that visitors see it first, without scrolling. Acquisition Cost: The price it costs a business to gain a new customer, client, or supplier. Ad Rotation: When a web page shows a different ad at the top of the page each time it is viewed by a new person, or when the web page is refreshed. Ad Tracking: A method used to check how many hits or clicks an ad receives. It is a useful tool for discovering where the most revenue comes from, and how to better personalize ads to reach more customers, and encourage more new customers. Adsense: Google's pay-per-click, context-relevant program available to blog and web publishers as a way to create revenue. Adwords: Google’s pay-per-click advertiser program. Affiliate Program: A program where other people known as affiliates agree to advertise for the sponsor's site. In return, they receive commission or residual payment. Aggregation: Gathering information from multiple web sites, typically via RSS. Aggregation lets web sites remix the information from multiple web sites, for example by republishing all the news related to a particular keyword. Aggregator: A web-based...

Words: 5864 - Pages: 24

Premium Essay

Database Management System

...DATABASE S YSTEMS DESIGN, IMPLEMENTATION, AND MANAGEMENT CARLOS CORONEL • STEVEN MORRIS • PETER ROB Australia • Brazil • Japan • Korea • Mexico • Singapore • Spain • United Kingdom • United States Copyright 2010 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part. Database Systems: Design, Implementation, and Management, Ninth Edition Carlos Coronel, Steven Morris, and Peter Rob Vice President of Editorial, Business: Jack W. Calhoun Publisher: Joe Sabatino Senior Acquisitions Editor: Charles McCormick, Jr. Senior Product Manager: Kate Mason Development Editor: Deb Kaufmann Editorial Assistant: Nora Heink Senior Marketing Communications Manager: Libby Shipp Marketing Coordinator: Suellen Ruttkay Content Product Manager: Matthew Hutchinson Senior Art Director: Stacy Jenkins Shirley Cover Designer: Itzhack Shelomi Cover Image: iStock Images Media Editor: Chris Valentine Manufacturing Coordinator: Julio Esperas Copyeditor: Andrea Schein Proofreader: Foxxe Editorial Indexer: Elizabeth Cunningham Composition: GEX Publishing Services © 2011 Cengage Learning ALL RIGHTS RESERVED. No part of this work covered by the copyright herein may be reproduced, transmitted, stored or used in any form or by any means graphic, electronic, or mechanical, including but not limited to photocopying, recording, scanning, digitizing, taping, Web distribution, information networks, or information storage and retrieval systems, except as permitted...

Words: 189848 - Pages: 760

Premium Essay

Electricity

...MP RAPDRP (Part-A) Index: Topic What is RAPDRP ? RAPDRP Roles Modules of RAPDRP Key Field Activities Web Self Service Meter Data Acquisition System Energy Audit GIS New Connection Billing Collection Asset management Infrastructure Setup Slide No. 3 14 16 17 22 23 29 30 39 40 42 46 53 What is R-APDRP Power sector reforms in India have been going on for more than a decade Initially the focus was more on bringing about structural changes like unbundling of SEBs and creation of independent generation, transmission and distribution companies Subsequently power generation received maximum focus In the recent past, it was felt that power distribution was the weakest link in the entire value chain and sector cannot achieve viability unless issues in the power distribution sector are resolved, aiming at a sustainable development of the sector With these objectives in mind, Government of India’s Ministry of Power launched R-APDRP scheme This is a unique initiative in the utility industry globally This covers total automation of core utility business processes of the targeted towns in an ESCOM covering millions of consumers using a common infrastructure 3 What is R-APDRP R-APDRP is GoI’s initiative with primarily objectives of Establishment of baseline data Fixation of accountability Reduction of AT&C losses Commercial viability Reduction of outages & interruptions Increase consumer satisfaction through strengthening & up-gradation of Sub-Transmission & Distribution network...

Words: 4575 - Pages: 19

Free Essay

Tic Tac Toe

...EBizPort: Collecting and Analyzing Business Intelligence Information Byron Marshall, Daniel McDonald, Hsinchun Chen, and Wingyan Chung Artificial Intelligence Lab, Management Information Systems Department, University of Arizona, Tucson, AZ 85721. E-mail: {byronm, dmm, hchen, wchung}@eller.arizona.edu To make good decisions, businesses try to gather good intelligence information. Yet managing and processing a large amount of unstructured information and data stand in the way of greater business knowledge. An effective business intelligence tool must be able to access quality information from a variety of sources in a variety of forms, and it must support people as they search for and analyze that information. The EBizPort system was designed to address information needs for the business/IT community. EBizPort’s collection-building process is designed to acquire credible, timely, and relevant information. The user interface provides access to collected and metasearched resources using innovative tools for summarization, categorization, and visualization. The effectiveness, efficiency, usability, and information quality of the EBizPort system were measured. EBizPort significantly outperformed Brint, a business search portal, in search effectiveness, information quality, user satisfaction, and usability. Users particularly liked EBizPort’s clean and user-friendly interface. Results from our evaluation study suggest that the visualization function added value to the search and...

Words: 14368 - Pages: 58

Free Essay

State Police High Performance Teams Analysis

...State Police High Performance Teams Analysis The State Police for any state uses the advances of a flexible, fluid interchanging operational structure. The State Police high performance teams become more than functioning officers behind the wheel of a police cruiser, at the controls of the helicopter, or underwater saving a child. Every high performance or learning team uses and involves group decisions for each situation may change at a moment’s notice. The elements for excellent high performance team-builds show in the supporting information. The advances of biometric, information, and electronic technology create the help each high performance, or learning organization needs for social survival. High Performance and Learning Team Elements The essential elements for building high performance police and learning teams begin three important stages; engaging, enabling, and energizing (Building Teamwork, 2012). The engaging stage defines first three elements as purpose, commitment, and trust. Starting with purpose for using the specialized team and goals. The reasoning foundation shows details for the operational support and resources for achieving the organizational goals. The commitment stage defines decisions of each individual in a team for becoming close-knit unit calmly working together. This collection of talented individuals agree to commit dedicated time, and training to achieve the goals for success. The importance of team trust shows a conscious commitment of each...

Words: 2947 - Pages: 12

Premium Essay

Test

...Module 5 Database Management using OpenOffice Base Module Overview Welcome to Module 5 - Database Management using OpenOffice Base. This module explores the building of a database using the OpenOffice 3.0 Base software application. The module is intended to be very hands-on and focus upon two primary areas: the how and why of designing and implementing a database, and to develop a basic understanding of relational database theory. This balance of practice and theory is intended to bring greater design strength and data integrity to your database applications. | Upon completion of this module you will be able to: * Describe a database and how it can be utilised * Discuss the difference between a database and the other applications * Understand how databases are organised and operated * Create a simple database and view database content in various modes * Create a table, define and modify fields and their properties; enter and edit data in a table * Sort and filter a table or form: create, modify and run queries to retrieve specific information from a database * Understand what a form is and create a form to enter, modify and delete records and data in records * Build queries to retrieve and sort data * Create routine reports * Build and print reports for regular and ad hoc reporting of data Terminology | | Database | A database is a collection of related information which is organised into a series of rows (called records) and columns (called...

Words: 20896 - Pages: 84

Premium Essay

Akiz Group

...Company Overview Akij Group History of Akij Group stretches back to later part of the forties. In its infancy, the Group started in humble way with jute trading which was known as the golden fiber of the country, earning highest amount of foreign exchange. Akij Group's ceaseless efforts with dynamic management and support from our numerous clients have led our Group in diversifying its business activities. In the second phase, the Group went into manufacturing handmade cigarettes popularly known as bidis. This sector gave a real boost to the revenue earning of the Group as well as making a substantial contribution to government exchequer. With the passage of time, the Group undertook new ventures and presently there are 15 units of industries under its umbrella like cigarettes, handmade cigarettes, printing & packaging, textiles, hand board, pharmaceutical, leather processing and real-estate business are in operation, catering jobs for more that 32,000 people in various categories. The Group has plans for setting up more projects. The projects are already in pipeline. Foreign investors have shown keen interest in joining with us for joint ventures. The matter is under our active consideration and will hopefully soon mature. This will also help the nation's economy growth and will create job opportunities to various professionals. Akij Group is also involved in socio-cultural activities. The Group has been operating a sizeable orphanage free of charge in district town...

Words: 14023 - Pages: 57

Free Essay

Research

...Improving Academic Performance and Achievement of children and youth in foster care Joanna Bermudez Mercy College Summer 2013 Introduction and Problem Statement Approximately fifty percent of adolescents in this country’s foster care system are graduating from high school each year. In NYS, less than forty-four percent of adolescent’s in the foster care system graduate from high school yearly. The outcomes of youth who leave the foster care system between the ages of 18 and 21 are statistically grim; less than 50% of these youth are equipped with a high school diploma (Scannapeieco, Connel-Carrick, and Pinter, 2007), and with-in two years of leaving the system, 25% of them face unemployment, homelessness, and/or incarceration (Krinsky, 2007). For all children, especially children in foster care, having the proper advocacy, stability, educational coordination and guidance are vital in ensuring their academic success. Unfortunately, children in foster care are less likely to receive these components to assist them in becoming successful in academia, which in turn affects their chances to live a productive adult life. The needs of the children and youth in foster care are in need of reformation across each state throughout the nation. Since the development of foster care, the focus of intervention has and continues to be a reactive approach, instead of a tactical approach. The intervention of foster care seeks to ensure the physical safety and well-being of each child...

Words: 4544 - Pages: 19

Premium Essay

Databasse Management

...Fundamentals of Database Systems Preface....................................................................................................................................................12 Contents of This Edition.....................................................................................................................13 Guidelines for Using This Book.........................................................................................................14 Acknowledgments ..............................................................................................................................15 Contents of This Edition.........................................................................................................................17 Guidelines for Using This Book.............................................................................................................19 Acknowledgments ..................................................................................................................................21 About the Authors ..................................................................................................................................22 Part 1: Basic Concepts............................................................................................................................23 Chapter 1: Databases and Database Users..........................................................................................23 ...

Words: 229471 - Pages: 918

Premium Essay

B2B Advantages and Disadvantages

...This page intentionally left blank Te n t h E d i t i o n MODERN DATABASE MANAGEMENT Editorial Director: Sally Yagan Editor in Chief: Eric Svendsen Executive Editor: Bob Horan Editorial Project Manager: Kelly Loftus Editorial Assistant: Jason Calcano Director of Marketing: Patrice Lumumba Jones Marketing Manager: Anne Fahlgren Marketing Assistant: Melinda Jensen Senior Managing Editor: Judy Leale Project Manager: Becca Richter Senior Operations Supervisor: Arnold Vila Operations Specialist: Ilene Kahn Senior Art Director: Jayne Conte Cover Designer: Suzanne Behnke Cover Art: Fotolia © vuifah Manager, Visual Research: Karen Sanatar Permissions Project Manager: Shannon Barbe Media Project Manager, Editorial: Denise Vaughn Media Project Manager, Production: Lisa Rinaldi Supplements Editor: Kelly Loftus Full-Service Project Management: PreMediaGlobal Composition: PreMediaGlobal Printer/Binder: Edwards Brothers Cover Printer: Lehigh-Phoenix Color/Hagerstown Text Font: Palatino Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook appear on appropriate page within text. Microsoft® and Windows® are registered trademarks of the Microsoft Corporation in the U.S.A. and other countries. Screen shots and icons reprinted with permission from the Microsoft Corporation. This book is not sponsored or endorsed by or affiliated with the Microsoft Corporation. Copyright © 2011, 2009, 2007, 2005, 2002...

Words: 193467 - Pages: 774

Premium Essay

Asignment

...Oracle® Database Concepts 10g Release 2 (10.2) B14220-02 October 2005 Oracle Database Concepts, 10g Release 2 (10.2) B14220-02 Copyright © 1993, 2005, Oracle. All rights reserved. Primary Author: Michele Cyran Contributing Author: Paul Lane, JP Polk Contributor: Omar Alonso, Penny Avril, Hermann Baer, Sandeepan Banerjee, Mark Bauer, Bill Bridge, Sandra Cheevers, Carol Colrain, Vira Goorah, Mike Hartstein, John Haydu, Wei Hu, Ramkumar Krishnan, Vasudha Krishnaswamy, Bill Lee, Bryn Llewellyn, Rich Long, Diana Lorentz, Paul Manning, Valarie Moore, Mughees Minhas, Gopal Mulagund, Muthu Olagappan, Jennifer Polk, Kathy Rich, John Russell, Viv Schupmann, Bob Thome, Randy Urbano, Michael Verheij, Ron Weiss, Steve Wertheimer The Programs (which include both the software and documentation) contain proprietary information; they are provided under a license agreement containing restrictions on use and disclosure and are also protected by copyright, patent, and other intellectual and industrial property laws. Reverse engineering, disassembly, or decompilation of the Programs, except to the extent required to obtain interoperability with other independently created software or as specified by law, is prohibited. The information contained in this document is subject to change without notice. If you find any problems in the documentation, please report them to us in writing. This document is not warranted to be error-free. Except as may be expressly permitted in your license agreement...

Words: 199783 - Pages: 800