Performance Engineering Learning Through Applications Using JMT
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...
Saved in:
Main Author: | |
---|---|
Format: | Electronic Book Chapter |
Language: | English |
Published: |
Cham
Springer Nature
2024
|
Subjects: | |
Online Access: | DOAB: download the publication DOAB: description of the publication |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
MARC
LEADER | 00000naaaa2200000uu 4500 | ||
---|---|---|---|
001 | doab_20_500_12854_121676 | ||
005 | 20231117 | ||
003 | oapen | ||
006 | m o d | ||
007 | cr|mn|---annan | ||
008 | 20231117s2024 xx |||||o ||| 0|eng d | ||
020 | |a 978-3-031-36763-2 | ||
020 | |a 9783031367632 | ||
020 | |a 9783031367625 | ||
040 | |a oapen |c oapen | ||
024 | 7 | |a 10.1007/978-3-031-36763-2 |c doi | |
041 | 0 | |a eng | |
042 | |a dc | ||
072 | 7 | |a UYD |2 bicssc | |
072 | 7 | |a TJFC |2 bicssc | |
072 | 7 | |a TJK |2 bicssc | |
072 | 7 | |a UMZ |2 bicssc | |
100 | 1 | |a Serazzi, Giuseppe |4 auth | |
245 | 1 | 0 | |a Performance Engineering |b Learning Through Applications Using JMT |
260 | |a Cham |b Springer Nature |c 2024 | ||
300 | |a 1 electronic resource (146 p.) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
506 | 0 | |a Open Access |2 star |f Unrestricted online 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. | ||
536 | |a Politecnico di Milano | ||
540 | |a Creative Commons |f by/4.0/ |2 cc |4 http://creativecommons.org/licenses/by/4.0/ | ||
546 | |a English | ||
650 | 7 | |a Systems analysis & design |2 bicssc | |
650 | 7 | |a Circuits & components |2 bicssc | |
650 | 7 | |a Communications engineering / telecommunications |2 bicssc | |
650 | 7 | |a Software Engineering |2 bicssc | |
653 | |a Capacity planning of digital infrastructures | ||
653 | |a Performance modeling | ||
653 | |a performance models | ||
653 | |a Petri Nets | ||
653 | |a Queueing Networks | ||
856 | 4 | 0 | |a www.oapen.org |u https://library.oapen.org/bitstream/20.500.12657/76735/1/978-3-031-36763-2.pdf |7 0 |z DOAB: download the publication |
856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/121676 |7 0 |z DOAB: description of the publication |