Capacity Planning 
Corso di Laurea Magistrale in Ingegneria Informatica
Architetture e Sistemi Distribuiti
Anno accademico 2019/2020
6 crediti
Prof. Bruno Ciciani
Tutors: Ing. Romolo Marotta - Ing. Stefano Conoci

Program

Slides

• Introduction to Dependability - download
• Fault-tolerant Design Techniques - download
• Capacity Planning Methodology - download
• Dependability Evaluation Combinatorial Models- download
• Dependability Evaluation Markovian Models - download
• Single Queue Modeling - download
• Queue networks - download
• Single Disk-Arrays Disk - download
• Service Time for Network Protocols and Routers - download
• Multiple class queue networks - download
• Evaluation of Intranet Applications - download
• WWW Perf - download
• Web Workload - download
• MMPP/M/1 download
• CDN (Content Distribution Network) - download (paper)
  
• M/G/1 Queue download
• Client Side Model (part 1,  part 2, part 3, part 4)
• Server Side Model (download)
• Client Side Model (part 1,  part 2, part 3, part 4)
• Performability of a data centerl (TBA)
• Server with variable capacity (TBA)

• Reliability and availability - download
  
• Covering factor - download
  
• M/M/2/4 queue - download
  
• Performance - download
  
• Performability - download
  
• Network service time - download
  
• Performability wit MVA - download
  

Main Textbook

• D. A. Menascé, V. A. F. Almeida: Capacity Planning for Web Services: metrics, models and methods. Prentice Hall, PTR

Other Books

• L. Kleinrock: Queueing Systems, Vol. 1:Theory, John Wiley & Sons
• Mor Harchol Balter: Performance Modeling and Design of Computer Systems. Cambridge University Press
• G. Buonanno, N. Scarabattolo: Temi d’esame di Impianti di elaborazione, Progetto Leonardo
• B. Ciciani, F. Quaglia: Sistemi affidabili e in tempo reale (in web site)

Tools

Java Modelling Tools - JMT, a suite of applications for system modeling and performance analysis with analytical and simulation techniques