Computer Systems Performance Analysis

About Course

Computer Systems (CSs) Performance Analysis

In this introduction to (CSs) performance measurement and analysis, you will learn the typical goals of the (CSs) performance analyst, the fundamental techniques used to study the performance of (CSs), and the advantages and disadvantages of the different techniques. You also will be introduced to the concept of performance debugging.

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Course Content

Computer Systems Performance Analysis

Computer Systems Analysis: Part 1

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Computer Systems Analysis: Part 2

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Computer Systems Analysis: Common Mistakes & How To Avoid Them

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Computer Systems Analysis: Selection of Techniques & Metrics

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Computer Systems Analysis: Types of Workloads – Part 1

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Computer Systems Analysis: Types of Workloads – Part 2

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Computer Systems Analysis: The Art of Workload Selection

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Computer Systems Analysis: The Art of Data Presentation- Part 1

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Computer Systems Analysis: The Art of Data Presentation- Part 2

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Computer Systems Analysis: Ratio Games

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Computer Systems Analysis: Summarizing Measured Data – Part 1

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Computer Systems Analysis: Summarizing Measured Data – Part 2

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Computer Systems Analysis: Summarizing Measured Data – Part 3

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Computer Systems Analysis: Summarizing Measured Data – Part 4

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Computer Systems Analysis: Comparing Systems Using Sample Data – Part 1

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Computer Systems Analysis: Comparing Systems Using Sample Data – Part 2

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Computer Systems Analysis: Comparing Systems Using Sample Data – Part 3

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Simple Linear Regression Models: Part 1

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Simple Linear Regression Models: Part 2

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Other Regression Models: Part 1

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Other Regression Models: Part 2

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Other Regression Models: Part 3

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Other Regression Models: Part 4

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Introduction to Experimental Design

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2^(k-p) Fractional Factorial Design

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One Factor Experiments

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Two Factors Full Factorial Design without Replications

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Two Factors Full Factorial Design With Replications

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General Full Factorial Design With k Factors

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Analysis of A Single Queue

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Random Number Generation: Part 1

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Random Number Generation: Part 2

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Random Number Generation: Part 3

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Introduction to Queueing Theory: Part 1

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Introduction to Queueing Theory: Part 2

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Queueing Networks

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Operational Laws for Computer Systems Performance Evaluation: Part 1

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Operational Laws for Computer Systems Performance Evaluation: Part 2

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Mean Value Analysis and Related Techniques: Part 1

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Mean Value Analysis and Related Techniques: Part 2

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Introduction to Time Series Analysis: Part 1

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Introduction to Time Series Analysis: Part 2

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Heavy-Tailed Distributions,Self-Similar Processes, and Long-Range Dependence: Part 1

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Heavy-Tailed Distributions,Self-Similar Processes, and Long-Range Dependence: Part 2

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Heavy-Tailed Distributions, Self-Similar Processes, and Long-Range Dependence: Part 3

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2^k Factorial Designs: Part 1

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2^k Factorial Designs: Part 2

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2^kr Factorial Designs: Part 1

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2^kr Factorial Designs: Part 2

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About Course

Computer Systems (CSs) Performance Analysis

What Will You Learn?

Course Content

Computer Systems Performance Analysis

Computer Systems Analysis: Part 1

Computer Systems Analysis: Part 2

Computer Systems Analysis: Common Mistakes & How To Avoid Them

Computer Systems Analysis: Selection of Techniques & Metrics

Computer Systems Analysis: Types of Workloads – Part 1

Computer Systems Analysis: Types of Workloads – Part 2

Computer Systems Analysis: The Art of Workload Selection

Computer Systems Analysis: The Art of Data Presentation- Part 1

Computer Systems Analysis: The Art of Data Presentation- Part 2

Computer Systems Analysis: Ratio Games

Computer Systems Analysis: Summarizing Measured Data – Part 1

Computer Systems Analysis: Summarizing Measured Data – Part 2

Computer Systems Analysis: Summarizing Measured Data – Part 3

Computer Systems Analysis: Summarizing Measured Data – Part 4

Computer Systems Analysis: Comparing Systems Using Sample Data – Part 1

Computer Systems Analysis: Comparing Systems Using Sample Data – Part 2

Computer Systems Analysis: Comparing Systems Using Sample Data – Part 3

Simple Linear Regression Models: Part 1

Simple Linear Regression Models: Part 2

Other Regression Models: Part 1

Other Regression Models: Part 2

Other Regression Models: Part 3

Other Regression Models: Part 4

Introduction to Experimental Design

2^(k-p) Fractional Factorial Design

One Factor Experiments

Two Factors Full Factorial Design without Replications

Two Factors Full Factorial Design With Replications

General Full Factorial Design With k Factors

Analysis of A Single Queue

Random Number Generation: Part 1

Random Number Generation: Part 2

Random Number Generation: Part 3

Introduction to Queueing Theory: Part 1

Introduction to Queueing Theory: Part 2

Queueing Networks

Operational Laws for Computer Systems Performance Evaluation: Part 1

Operational Laws for Computer Systems Performance Evaluation: Part 2

Mean Value Analysis and Related Techniques: Part 1

Mean Value Analysis and Related Techniques: Part 2

Introduction to Time Series Analysis: Part 1

Introduction to Time Series Analysis: Part 2

Heavy-Tailed Distributions,Self-Similar Processes, and Long-Range Dependence: Part 1

Heavy-Tailed Distributions,Self-Similar Processes, and Long-Range Dependence: Part 2

Heavy-Tailed Distributions, Self-Similar Processes, and Long-Range Dependence: Part 3

2^k Factorial Designs: Part 1

2^k Factorial Designs: Part 2

2^kr Factorial Designs: Part 1

2^kr Factorial Designs: Part 2

Student Ratings & Reviews