没有合适的资源?快使用搜索试试~ 我知道了~
Art of Computer System Performance Analysis Techniques
4星 · 超过85%的资源 需积分: 50 9 下载量 116 浏览量
2012-02-17
08:50:15
上传
评论 2
收藏 15.72MB PDF 举报
温馨提示
performance analysis techniques
资源推荐
资源详情
资源评论
Search Tips
Advanced Search
Art of Computer Systems Performance Analysis Techniques For Experimental Design
Measurements Simulation And Modeling
by Raj Jain
Wiley Computer Publishing, John Wiley & Sons, Inc.
ISBN: 0471503363 Pub Date: 05/01/91
Search this book:
Preface
Acknowledgments
PART I—AN OVERVIEW OF PERFORMANCE EVALUATION
CHAPTER 1—INTRODUCTION
1.1 OUTLINE OF TOPICS
1.2 THE ART OF PERFORMANCE EVALUATION
1.3 PROFESSIONAL ORGANIZATIONS, JOURNALS, AND CONFERENCES
1.4 PERFORMANCE PROJECTS
EXERCISE
CHAPTER 2—COMMON MISTAKES AND HOW TO AVOID
THEM
2.1 COMMON MISTAKES IN PERFORMANCE EVALUATION
2.2 A SYSTEMATIC APPROACH TO PERFORMANCE EVALUATION
EXERCISES
CHAPTER 3—SELECTION OF TECHNIQUES AND METRICS
3.1 SELECTING AN EVALUATION TECHNIQUE
3.2 SELECTING PERFORMANCE METRICS
3.3 COMMONLY USED PERFORMANCE METRICS
3.4 UTILITY CLASSIFICATION OF PERFORMANCE METRICS
3.5 SETTING PERFORMANCE REQUIREMENTS
EXERCISES
Title
-----------
FURTHER READING FOR PART I
PART II—MEASUREMENT TECHNIQUES AND TOOLS
CHAPTER 4—TYPES OF WORKLOADS
4.1 ADDITION INSTRUCTION
4.2 INSTRUCTION MIXES
4.3 KERNELS
4.4 SYNTHETIC PROGRAMS
4.5 APPLICATION BENCHMARKS
4.6 POPULAR BENCHMARKS
4.6.1 Sieve
4.6.2 Ackermann’s Function
4.6.3 Whetstone
4.6.4 LINPACK
4.6.5 Dhrystone
4.6.6 Lawrence Livermore Loops
4.6.7 Debit-Credit Benchmark
4.6.8 SPEC Benchmark Suite
EXERCISES
CHAPTER 5—THE ART OF WORKLOAD SELECTION
5.1 SERVICES EXERCISED
5.2 LEVEL OF DETAIL
5.3 REPRESENTATIVENESS
5.4 TIMELINESS
5.5 OTHER CONSIDERATIONS IN WORKLOAD SELECTION
EXERCISES
CHAPTER 6—WORKLOAD CHARACTERIZATION
TECHNIQUES
6.1 TERMINOLOGY
6.2 AVERAGING
6.3 SPECIFYING DISPERSION
6.4 SINGLE-PARAMETER HISTOGRAMS
6.5 MULTIPARAMETER HISTOGRAMS
6.6 PRINCIPAL-COMPONENT ANALYSIS
6.7 MARKOV MODELS
6.8 CLUSTERING
6.8.1 Sampling
6.8.2 Parameter Selection
6.8.3 Transformation
6.8.4 Outliers
6.8.5 Data Scaling
6.8.6 Distance Metric
6.8.7 Clustering Techniques
6.8.8 Minimum Spanning Tree Method
6.8.9 Cluster Interpretation
6.8.10 Problems with Clustering
EXERCISES
CHAPTER 7—MONITORS
7.1 MONITOR TERMINOLOGY
7.2 MONITOR CLASSIFICATION
7.3 SOFTWARE MONITORS
7.3.1 Issues In Software Monitor Design
7.4 HARDWARE MONITORS
7.5 SOFTWARE VERSUS HARDWARE MONITORS
7.6 FIRMWARE AND HYBRID MONITORS
7.7 DISTRIBUTED-SYSTEM MONITORS
7.7.1 Observation
7.7.2 Collection
7.7.3 Analysis
7.7.4 Presentation
7.7.5 Interpretation
7.7.6 Console Functions
EXERCISES
CHAPTER 8—PROGRAM EXECUTION MONITORS AND
ACCOUNTING LOGS
8.1 PROGRAM EXECUTION MONITORS
8.1.1 Issues In Designing a Program Execution Monitor
8.2 TECHNIQUES FOR IMPROVING PROGRAM PERFORMANCE
8.3 ACCOUNTING LOGS
8.4 ANALYSIS AND INTERPRETATION OF ACCOUNTING LOG DATA
8.5 USING ACCOUNTING LOGS TO ANSWER COMMONLY ASKED
QUESTIONS
EXERCISE
CHAPTER 9—CAPACITY PLANNING AND BENCHMARKING
9.1 STEPS IN CAPACITY PLANNING AND MANAGEMENT
9.2 PROBLEMS IN CAPACITY PLANNING
9.3 COMMON MISTAKES IN BENCHMARKING
9.4 BENCHMARKING GAMES
9.5 LOAD DRIVERS
9.6 REMOTE-TERMINAL EMULATION
9.7 COMPONENTS OF AN RTE
9.8 LIMITATIONS OF CURRENT RTES
EXERCISES
CHAPTER 10—THE ART OF DATA PRESENTATION
10.1 TYPES OF VARIABLES
10.2 GUIDELINES FOR PREPARING GOOD GRAPHIC CHARTS
10.3 COMMON MISTAKES IN PREPARING CHARTS
10.4 PICTORIAL GAMES
10.5 GANTT CHARTS
10.6 KIVIAT GRAPHS
10.6.1 Shapes of Kiviat Graphs
10.6.2 Application of Kiviat Graphs to Other Systems
10.7 SCHUMACHER CHARTS
10.8 DECISION MAKER’S GAMES
CHAPTER 11—RATIO GAMES
11.1 CHOOSING AN APPROPRIATE BASE SYSTEM
11.2 USING AN APPROPRIATE RATIO METRIC
11.3 USING RELATIVE PERFORMANCE ENHANCEMENT
11.4 RATIO GAMES WITH PERCENTAGES
11.5 STRATEGIES FOR WINNING A RATIO GAME
11.6 CORRECT ANALYSIS
EXERCISES
FURTHER READING FOR PART II
PART III—PROBABILITY THEORY AND STATISTICS
CHAPTER 12—SUMMARIZING MEASURED DATA
12.1 BASIC PROBABILITY AND STATISTICS CONCEPTS
12.2 SUMMARIZING DATA BY A SINGLE NUMBER
12.3 SELECTING AMONG THE MEAN, MEDIAN, AND MODE
12.4 COMMON MISUSES OF MEANS
12.5 GEOMETRIC MEAN
12.6 HARMONIC MEAN
12.7 MEAN OF A RATIO
12.8 SUMMARIZING VARIABILITY
12.9 SELECTING THE INDEX OF DISPERSION
12.10 DETERMINING DISTRIBUTION OF DATA
EXERCISES
CHAPTER 13—COMPARING SYSTEMS USING SAMPLE DATA
13.1 SAMPLE VERSUS POPULATION
13.2 CONFIDENCE INTERVAL FOR THE MEAN
13.3 TESTING FOR A ZERO MEAN
13.4 COMPARING TWO ALTERNATIVES
13.4.1 Paired Observations
13.4.2 Unpaired Observations
13.4.3 Approximate Visual Test
13.5 WHAT CONFIDENCE LEVEL TO USE
13.6 HYPOTHESIS TESTING VERSUS CONFIDENCE INTERVALS
13.7 ONE-SIDED CONFIDENCE INTERVALS
13.8 CONFIDENCE INTERVALS FOR PROPORTIONS
13.9 DETERMINING SAMPLE SIZE
13.9.1 Sample Size for Determining Mean
13.9.2 Sample Size for Determining Proportions
13.9.3 Sample Size for Comparing Two Alternatives
CHAPTER 14—SIMPLE LINEAR REGRESSION MODELS
14.1 DEFINITION OF A GOOD MODEL
14.2 ESTIMATION OF MODEL PARAMETERS
14.5 CONFIDENCE INTERVALS FOR REGRESSION PARAMETERS
14.6 CONFIDENCE INTERVALS FOR PREDICTIONS
EXERCISES
CHAPTER 15—OTHER REGRESSION MODELS
15.1 MULTIPLE LINEAR REGRESSION MODELS
15.1.1 Analysis of Variance
15.1.2 Problem of Multicollinearity
15.2 REGRESSION WITH CATEGORICAL PREDICTORS
15.3 CURVILINEAR REGRESSION
15.4 TRANSFORMATIONS
15.5 OUTLIERS
15.6 COMMON MISTAKES IN REGRESSION
EXERCISES
FURTHER READING FOR PART III
PART IV—EXPERIMENTAL DESIGN AND ANALYSIS
CHAPTER 16—INTRODUCTION TO EXPERIMENTAL DESIGN
16.1 TERMINOLOGY
16.2 COMMON MISTAKES IN EXPERIMENTATION
16.3 TYPES OF EXPERIMENTAL DESIGNS
16-3.1 Simple Designs
16.3.2 Full Factorial Design
16.3.3 Fractional Factorial Designs
EXERCISE
CHAPTER 17—2
k
FACTORIAL DESIGNS
17.1 2
2
FACTORIAL DESIGNS
17.2 COMPUTATION OF EFFECTS
17.3 SIGN TABLE METHOD FOR CALCULATING EFFECTS
17.4 ALLOCATION OF VARIATION
17.5 GENERAL 2
k
FACTORIAL DESIGNS
剩余713页未读,继续阅读
资源评论
- oneinmore2014-09-11不是印刷版,只是网页搞成的PDF
- kmkjwjf2014-10-17虽然只是网页做成的PDF,但是这本书的内容不得不说,非常的赞
- JuanRiquelme2014-06-15作为DBA来讲,OS优化至关重要,这本书对我帮助很大
shadeinsun
- 粉丝: 1
- 资源: 4
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
最新资源
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功