Introduction CptS 223 Advanced Data Structures Larry Holder - PowerPoint PPT Presentation

Jun 29, 2023 •433 likes •530 views

Introduction CptS 223 Advanced Data Structures Larry Holder School of Electrical Engineering and Computer Science Washington State University 1 Advanced Data Structures Why not just use a big array? Example problem Search

Introduction CptS 223 – Advanced Data Structures Larry Holder School of Electrical Engineering and Computer Science Washington State University 1
Advanced Data Structures � “Why not just use a big array?” � Example problem � Search for a number k in a set of N numbers � Solution � Store numbers in an array of size N � Iterate through array until find k � Number of checks 15 10 22 3 12 19 27 � Best case: 1 (k= 15) � Worst case: N (k= 27) � Average case: N/2 2
Advanced Data Structures � Solution # 2 � Store numbers in a binary search tree � Search tree until find k 15 � Number of checks 10 22 � Best case: 1 (k= 15) 3 12 19 27 � Worst case: log 2 N (k= 27) � Average case: (log 2 N) / 2 3
Analysis � Does it matter? � N vs. (log 2 N) 100 90 80 Number of Checks 70 60 N 50 log2 N 40 30 20 10 0 10 20 30 40 50 60 70 80 90 100 N 4
Analysis � Does it matter? � Assume � N = 1,000,000,000 � 1 billion (Walmart transactions in 100 days) � 1 Ghz processor = 10 9 cycles per second � Solution # 1 (10 cycles per check) � Worst case: 1 billion checks = 10 seconds � Solution # 2 (100 cycles per check) � Worst case: 30 checks = 0.000003 seconds 5
Advanced Data Structures � Moral � Appropriate data structures ease design and improve performance � Challenge � Design appropriate data structure and associated algorithms for a problem � Analyze to show improved performance 6
Course Overview � Advanced data structures � Trees, hash tables, heaps, disjoint sets, graphs � Algorithm development and analysis � Insert, delete, search, sort � Applications � Object-oriented implementation in C+ + 7
Course Details � Course website www.eecs.wsu.edu/~ holder/courses/CptS223.html � Email list � Homework 0: Send me your name and email address To: holder@wsu.edu Subject: Student in 223 Name: … Email: … 8

Download Presentation

Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION

TRAINING COURSE ON SOCIAL PROTECTION & FORMALIZATION TRINIDAD AND TOBAGO MARCH 15, 2017 INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION Design of the NIS Assistance from the

547 views • 23 slides

INTRODUCTION Introduction 2/42 INTRODUCTION Alternations I am giving bread to the

Patterns of variation in the expression of case and agreement Andrs Brny Leiden University Centre for Linguistics 9 November 2019, BaSIS Workshop a.barany@hum.leidenuniv.nl INTRODUCTION Introduction 2/42 INTRODUCTION

1.37k views • 42 slides

Introduction Introduction Introduction Introduction Outline Motivation Failures

Introduction Introduction Introduction Introduction Outline Motivation Failures Definition and concepts Process and product properties Principles SE Approaches Motivation Software and the economy The economies of

1.03k views • 49 slides

Introduction Introduction Introduction Nationwide Cause for Concern 1

Introduction Introduction Introduction Nationwide Cause for Concern 1 https://www.cdc.gov/std/stats17/infographic.htm Introduction Epidemiology in Western Colorado CPHE Surveillance Data Report, May 2018 Chlamydia Epidemiology in Western

977 views • 39 slides

DAQ introduction Purpose of this talk : (1) Introduction for those who have not been in every

DAQ introduction Purpose of this talk : (1) Introduction for those who have not been in every meeting (2) Some ideas of diagrams for section 7.1 (Introduction) of TP. Giles Barr 25 Jan 2018, Pembroke College On DUNE, the reality is there is a

474 views • 10 slides

INTRODUCTION cf. Schneider, Chapter 1 INTRODUCTION THEY ARE OUT TO GET YOU INTRODUCTION WHAT

ADVANCED COMPUTER SECURITY INTRODUCTION cf. Schneider, Chapter 1 INTRODUCTION THEY ARE OUT TO GET YOU INTRODUCTION WHAT IS SECURITY? A systems security policies describe What the system is supposed to do Store and provide access

479 views • 16 slides

Overview Introduction to SMIL Introduction to W3C and XML Introduction to SMIL

Overview Introduction to SMIL Introduction to W3C and XML Introduction to SMIL Writing a SMIL file Adding Media Objects Martin Halvey Clipping media files January 2008 Timing and Synchronising Layout World Wide

387 views • 14 slides

14 Introduction Introduction Bad guys can put malware into Example: hosts

Introduction Introduction source Encapsulation ISO/OSI reference model message M application segment H t H t M transport network datagram H n H n H t M presentation: allow applications to frame link H l H n H t M interpret

583 views • 4 slides

Previous Lecture Introduction to SMIL 2 Introduction to W3C and XML Introduction to SMIL

Previous Lecture Introduction to SMIL 2 Introduction to W3C and XML Introduction to SMIL Writing a SMIL file Adding Media Objects Martin Halvey Clipping media files January 2008 Timing and Synchronising Layout

322 views • 8 slides

Lecture 1 Andreas Habegger Introduction Zynq Introduction Zynq Introduction Zynq PS vs. PL

Introduction Zynq Lecture 1 Andreas Habegger Introduction Zynq Introduction Zynq Introduction Zynq PS vs. PL Processing System Processor Peripherals Data Buses AXI Bus Conclusion BTE5380 - Embedded Systems Octobre 2014 Andreas Habegger

1.81k views • 30 slides

2018.06 01 SMILE5 Introduction S E 5 02 Alpha Cloud M I L 03 Company Introduction 04

2018.06 01 SMILE5 Introduction S E 5 02 Alpha Cloud M I L 03 Company Introduction 04 Project References S E 5 PART.1 SMILE5 Introduction M I L Introduction STORION-SMILE5 Residential Energy Storage System Inverter 5kW Output Input

1.06k views • 25 slides

Introduction to CICS Course introduction Course introduction What is CICS? What is an

Introduction to CICS Course introduction Course introduction What is CICS? What is an application server? Why use an application server? Course introduction Services provided by CICS How CICS applications are defined Scaling CICS to meet

1.84k views • 146 slides

Network Visualization Introduction Presented by Shahed Introduction Introduction Basic

Network Visualization Introduction Presented by Shahed Introduction Introduction Basic building blocks Node Links (relationship between nodes) Spatial information Network data

584 views • 9 slides

Introduction Introduction (1) Main argument of the paper: universities are not only

Le jugement des pairs comme outil de management des universits Peer-review as a management tool Christine Musselin (CSO, Sciences Po et CNRS) Avril 2013, Lirrsistible ascension du capitalisme acadmique Introduction Introduction (1)

590 views • 28 slides

Introduction Introduction to storage and to storage and filesystems filesystems Introduction

Moreno Baricevic Gilberto Daz Axel Kohlmeyer Stefano Cozzini ULA ICTP CNR-IOM DEMOCRITOS Merida, VENEZUELA Trieste, ITALY Trieste, ITALY Introduction Introduction to storage and to storage and filesystems filesystems Introduction

1.19k views • 51 slides

JABLOTRON JA-100 introduction November 2011 Introduction Todays goals First introduction of

JABLOTRON JA-100 introduction November 2011 Introduction Todays goals First introduction of the brand new JA-100 alarm system Visions Basic architecture System components Setting Help us with final validations You are the FIRST ones

1.69k views • 111 slides

CS104 Computer Organization and Design Datapaths CS104 (Hilton): Datapaths [Slides adapted from

CS104 Computer Organization and Design Datapaths CS104 (Hilton): Datapaths [Slides adapted from A. Roths] 1 Admin Homework Homework 4 out tonight Due Monday March 26 th Download/check your submissions Reading: Chapter

1.48k views • 131 slides

Spanning line configurations Brendan Pawlowski (joint with Brendon Rhoades) University of

Spanning line configurations Brendan Pawlowski (joint with Brendon Rhoades) University of Southern California July 3, 2019 Coinvariant algebras Type A n 1 coinvariant algebra: R n := Z [ x ] / ( e 1 , . . . , e n ) , e d = sum of degree d

321 views • 16 slides

Overview Tracking Structural Evolution using Origin Analysis Open questions in software

Overview Tracking Structural Evolution using Origin Analysis Open questions in software evolution research Motivation University of Waterloo Origin analysis and Beagle Michael Godfrey and Qiang Tu Efficiency

176 views • 3 slides

2018-2019 Budget Work Session Jason Perrin, D.Ed. May 21, 2018 District Goals: 17/18 Looking

2018-2019 Budget Work Session Jason Perrin, D.Ed. May 21, 2018 District Goals: 17/18 Looking Forward 18/19 Academic Success Improve academic performance and achievement for all students as measured by multiple sources of data

586 views • 23 slides

Heat Engines and the Second Law of Thermodynamics Heat Engines Reversible and Irreversible

Heat Engines and the Second Law of Thermodynamics Heat Engines Reversible and Irreversible Processes The Carnot Engine Refrigerators and Heat Pumps The Second Law of Thermodynamics Homework

248 views • 12 slides

Hashing Todays announcements HW3 out, due Nov 15, 23:59 MT2 Nov 7, 19:00-21:00 WOOD 2

Hashing Todays announcements HW3 out, due Nov 15, 23:59 MT2 Nov 7, 19:00-21:00 WOOD 2 PA2 due Nov 1, 23:59 Todays Plan B-Tree intro Warm up: What collision resolution strategy is best? Whats the best dictionary? Why

787 views • 10 slides

Measuring Performance November 17, 2008 Measuring Performance Introduction CPU Peformance and

Introduction CPU Peformance and Its Factors Evaluating Performance Measuring Performance November 17, 2008 Measuring Performance Introduction CPU Peformance and Its Factors Evaluating Performance Outline 1 Introduction 2 CPU Peformance and

988 views • 65 slides

Red Versus Blue Disks in Triaxial Dark Matter Halos (wrt the Milky Way) Victor P. Debattista

Red Versus Blue Disks in Triaxial Dark Matter Halos (wrt the Milky Way) Victor P. Debattista Debattista et al. 2008 Valluri et al. 2010 Valluri et al. 2012 Valluri et at. 2013 Debattista et al. 2013 Debattista et al. 2015 Earp et al. 2017

322 views • 14 slides