عنوان

Block trace analysis and storage system optimization :

(Number (ISBN

1484239288

(Number (ISBN

9781484239285

Erroneous ISBN

148423927X

Erroneous ISBN

9781484239278

Title Proper

Block trace analysis and storage system optimization :

General Material Designation

[Book]

Other Title Information

a practical approach with MATLAB/Python tools /

First Statement of Responsibility

Jun Xu.

Place of Publication, Distribution, etc.

[Place of publication not identified] :

Name of Publisher, Distributor, etc.

Apress,

Date of Publication, Distribution, etc.

[2018]

Date of Publication, Distribution, etc.

©2018

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Chapter 1: Introduction -- Chapter 2: Trace Characteristics -- Chapter 3: Trace Collection -- Chapter 4: Trace Analysis -- Chapter 5: Case Study: Benchmarking Tools -- Chapter 6: Case Study: Modern Disks -- Chapter 7: Case Study: RAID -- Chapter 8: Case Study: Hadoop -- Chapter 9: Case Study: Ceph -- Appendix A: Tools and Functions -- Appendix B: Blktrace and Tools.

0

Text of Note

Understand the fundamental factors of data storage system performance and master an essential analytical skill using block trace via applications such as MATLAB and Python tools. You will increase your productivity and learn the best techniques for doing specific tasks (such as analyzing the IO pattern in a quantitative way, identifying the storage system bottleneck, and designing the cache policy). In the new era of IoT, big data, and cloud systems, better performance and higher density of storage systems has become crucial. To increase data storage density, new techniques have evolved and hybrid and parallel access techniques-together with specially designed IO scheduling and data migration algorithms-are being deployed to develop high-performance data storage solutions. Among the various storage system performance analysis techniques, IO event trace analysis (block-level trace analysis particularly) is one of the most common approaches for system optimization and design. However, the task of completing a systematic survey is challenging and very few works on this topic exist. Block Trace Analysis and Storage System Optimization brings together theoretical analysis (such as IO qualitative properties and quantitative metrics) and practical tools (such as trace parsing, analysis, and results reporting perspectives). The book provides content on block-level trace analysis techniques, and includes case studies to illustrate how these techniques and tools can be applied in real applications (such as SSHD, RAID, Hadoop, and Ceph systems). What You'll Learn: Understand the fundamental factors of data storage system performance Master an essential analytical skill using block trace via various applications Distinguish how the IO pattern differs in the block level from the file level Know how the sequential HDFS request becomes "fragmented" in final storage devices Perform trace analysis tasks with a tool based on the MATLAB and Python platforms.

Source for Acquisition/Subscription Address

Safari Books Online

Stock Number

CL0501000018

Title

Block trace analysis and storage system optimization.

International Standard Book Number

9781484239278

MATLAB.

MATLAB.

Computer networks.

Python (Computer program language)

Computer networks.

COMPUTERS-- Computer Literacy.

COMPUTERS-- Computer Science.

COMPUTERS-- Data Processing.

COMPUTERS-- Hardware-- General.

COMPUTERS-- Information Technology.

COMPUTERS-- Machine Theory.

COMPUTERS-- Reference.

Network hardware.

Python (Computer program language)

COM-- 013000

COM-- 014000

COM-- 018000

COM-- 032000

COM-- 037000

COM-- 052000

COM-- 067000

UKN

UKN

Number

Edition

Class number

Xu, Jun

Date of Transaction

20200823032429.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y