國立高雄大學圖資館 |

登入

回首頁

Performance engineeringlearning through applications using JMT /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Performance engineeringby Giuseppe Serazzi.
其他題名:	learning through applications using JMT /
作者:	Serazzi, Giuseppe.
出版者:	Cham :Springer Nature Switzerland :2024.
面頁冊數:	xii, 146 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Computer networksManagement.
電子資源:	https://doi.org/10.1007/978-3-031-36763-2
ISBN:	9783031367632$q(electronic bk.)

Performance engineeringlearning through applications using JMT /
Serazzi, Giuseppe.

Performance engineeringlearning through applications using JMT /[electronic resource] :by Giuseppe Serazzi. - Cham :Springer Nature Switzerland :2024. - xii, 146 p. :ill., digital ;24 cm.

The process of Modeling -- Systems with homogeneous workloads -- Systems with heterogeneous workloads -- Impact of variability of interarrival and service times -- Parallel computing -- Reference models.

Open access.

This open access book improves the users' skills needed to implement models for performance evaluation of digital infrastructures. Building a model is usually a relatively easy task, but making it an accurate representation of the phenomenon to be reproduced is a completely different matter. It is well-known that to increase the ability to build reliable models it is necessary to accumulate experience. The book addresses this need by presenting a collection of case studies of increasing complexity. Readers are introduced to the modeling process gradually, learning the basic concepts step-by-step as they go through the case studies. Queueing Networks are used to design the models solved with simulation and analytical techniques from the open source Java Modelling Tools (JMT) Among the models analyzed there are systems for optimizing performance, identifying bottlenecks, evaluating the impact of the variability of traffic and service demands, analyzing the effects of synchronization policies in parallel computing. Four case studies derived from real-life scenarios are also presented: a surveillance system, autoscaling load fluctuations, web app workflow simulation, and crowd computing platform. This book serves as a reference tool for graduate and senior-level computer science students in courses of performance evaluation and modeling, as well as for researchers and practitioners.

ISBN: 9783031367632$q(electronic bk.)

Standard No.: 10.1007/978-3-031-36763-2doiSubjects--Topical Terms:

182253
Computer networks
--Management.

LC Class. No.: TK5105.5 / .S47 2024

Dewey Class. No.: 004.24

Performance engineeringlearning through applications using JMT /
LDR:02623nmm a2200337 a 4500 001 660401
003 DE-He213
005 20230923105234.0
006 m d
007 cr nn 008maaau
008 241106s2024 sz s 0 eng d
020 $a 9783031367632$q(electronic bk.)
020 $a 9783031367625$q(paper)
024 7 $a 10.1007/978-3-031-36763-2 $2 doi
035 $a 978-3-031-36763-2
040 $a GP $c GP
041 0 $a eng
050 4 $a TK5105.5 $b .S47 2024
072 7 $a UYD $2 bicssc
072 7 $a COM074000 $2 bisacsh
072 7 $a UYD $2 thema
082 0 4 $a 004.24 $2 23
090 $a TK5105.5 $b .S482 2024
100 1 $a Serazzi, Giuseppe. $3 971741
245 1 0 $a Performance engineering $h [electronic resource] : $b learning through applications using JMT / $c by Giuseppe Serazzi.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xii, 146 p. : $b ill., digital ; $c 24 cm.
505 0 $a The process of Modeling -- Systems with homogeneous workloads -- Systems with heterogeneous workloads -- Impact of variability of interarrival and service times -- Parallel computing -- Reference models.
506 $a Open access.
520 $a This open access book improves the users' skills needed to implement models for performance evaluation of digital infrastructures. Building a model is usually a relatively easy task, but making it an accurate representation of the phenomenon to be reproduced is a completely different matter. It is well-known that to increase the ability to build reliable models it is necessary to accumulate experience. The book addresses this need by presenting a collection of case studies of increasing complexity. Readers are introduced to the modeling process gradually, learning the basic concepts step-by-step as they go through the case studies. Queueing Networks are used to design the models solved with simulation and analytical techniques from the open source Java Modelling Tools (JMT) Among the models analyzed there are systems for optimizing performance, identifying bottlenecks, evaluating the impact of the variability of traffic and service demands, analyzing the effects of synchronization policies in parallel computing. Four case studies derived from real-life scenarios are also presented: a surveillance system, autoscaling load fluctuations, web app workflow simulation, and crowd computing platform. This book serves as a reference tool for graduate and senior-level computer science students in courses of performance evaluation and modeling, as well as for researchers and practitioners.
650 0 $a Computer networks $x Management. $3 182253
650 1 4 $a System Performance and Evaluation. $3 273898
650 2 4 $a Electronic Circuits and Systems. $3 913394
650 2 4 $a Computer Networks. $3 919579
650 2 4 $a Software Engineering. $3 274511
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-031-36763-2
950 $a Computer Science (SpringerNature-11645)