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IWSM MENSURA 2014 
SESSION COSMIC I 06.10.14 
Manage the automotive embedded software development cost & productivity 
with 
the automation of a Functional Size Measurement Method (COSMIC) 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
2 
CONTENTS 
01 INTRODUCTION 
02 COSMIC METHOD APPLY TO SIMULINK 
03 AUTOMATED MESURES 
04 USE CASES 
05 CONCLUSION 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
3 
01 
INTRODUCTION 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
INTRODUCTION (1/2) 
 The use of ECU software in cars has grown considerably in recent years. 
 ECU's software development and validation tasks are clearly identified up front. 
 Corresponding milestones in global car development planning are strongly 
positioned. 
 To manage more tightly the development costs of software suppliers, 
Renault : 
 measures the functional size of their ECU software specifications 
 and uses this information as the main input for estimating software development 
costs and schedules. 
4 
01 INTRODUCTION 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
INTRODUCTION (2/2) 
 Renault has chosen the COSMIC–ISO 19761 standard for measuring the 
size of real-time embedded software and for estimating project costs. 
 the design of the Functional Size Measurement (FSM) procedure based on the 
COSMIC method to obtain the functional size of software specifications expressed 
with the Simulink tool. 
 the automated measurement tool developed at Renault implementing this 
approach, and the various application cases. 
5 
01 INTRODUCTION 
 This presentation contains : 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
02 
COSMIC METHOD APPLY TO SIMULINK 
6 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
02 COSMIC METHOD APPLY TO SIMULINK 
COSMIC METHOD APPLIED TO SIMULINK : COSMIC overview & Renault upstream vision 
 Opportunity inside Renault to use it with Matlab/Simulink model. 
7 
 General advantages of the COSMIC functional size measures : 
• Independent of the used technology 
• Estimated early in a life of a project  Before coding process 
• Agreed to an ISO standard 
• Independent of coder’s experience 
 Alternative approaches from suppliers : 
• Formula and abacus based on their experiences 
• No wish to share on a transversal way. 
 Upstream Renault study to use the COSMIC Measure : 
• Great support from A. Abran through a dedicated PhD student. 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
C, C++, Java, Matlab … 
Specification 
Validation 
Development 
ISO standard : (19761,2011) 
COSMIC : A RELEVANT CHOICE FOR RENAULT
 A « Model Based Design » approach 
 Using of modelisation tool 
 Model Based Design rules definition 
 The COSMIC method is based on data movements’ measurement. 
 The COSMIC measurement process consists of 3 phases : 
8 
02 COSMIC METHOD APPLY TO SIMULINK 
COSMIC METHOD APPLY TO SIMULINK : General points 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
9 
02 COSMIC METHOD APPLY TO SIMULINK 
COSMIC METHOD APPLY TO SIMULINK : General points 
 Definition of the following concepts : 
 Target of the measure (apply COSMIC method to Simulink model) ; 
 The measure perimeter (level of Simulink subsystem) ; 
 The granularity level for the measure (block level of Simulink); 
 … 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
Measurement 
Strategy
10 
02 COSMIC METHOD APPLY TO SIMULINK 
COSMIC METHOD APPLY TO SIMULINK : General points 
 Establish the link between Simulink concepts & principles published by 
the COSMIC norm : 
 Boundaries concepts. 
 Data group concepts. 
 Functional process concepts. 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
Mapping 
Phase
11 
02 COSMIC METHOD APPLY TO SIMULINK 
COSMIC METHOD APPLY TO SIMULINK : General points 
 . 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
Measurement 
Phase 
COSMIC Function Points
12 
03 
AUTOMATED MESURES 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 FSM PROCEDURE AUTOMATION  COSMIC MEASUREMENT TOOL 
13 
03 AUTOMATED MEASURES 
AUTOMATED MESURES (1/3) 
A rules document “Simulink COSMIC Rules” has been submitted to the 
COSMIC consortium (www.cosmicon.com) 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 Renault COSMIC measurement phase is all automated. 
 A Matlab language based tool has been developed by Renault. 
14 
03 AUTOMATED MEASURES 
AUTOMATED MESURES (2/3) 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
Measurement results 
Select/Edit 
a configuration 
Options 
Report generation...) 
Select 
Simulink model(s) 
Export results in CSV format 
Generate a new 
configuration file 
A complete Simulink 
Model 
Delta between 
2 Simulink Models
 Automation Advantages regarding Measurement time : 
ECU Size (CFP) Manual workload Tool’s execution 
15 
03 AUTOMATED MEASURES 
AUTOMATED MESURE (3/3) 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
time 
Body Control 2000 4 days FTE About 1 minute 
Power train 2600 3 days FTE About 1 minute 20 
Power train Entire ECU Too long About 1 hour
16 
USE CASES 04 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
4.1 Coding and Unit Testing workload estimation using COSMIC (1/2) 
  based on productivity models which are obtained by statistic methods. 
  a linear relation between COSMIC size and related development workload 
Based on past development, productivity models can allow to estimate future 
development workload. 
17 
04 USE CASES 
4.1.1 Workload estimation 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 
Renault uses also 
productivity models 
for managing 
internally 
developers’ teams 
productivity in the 
Renault Nissan 
Technical Business 
India.
4.1 Coding and Unit Testing workload estimation using COSMIC (2/2) 
 This process can go until contracting on a productivity model for future 
developments. 
18 
04 USE CASES 
4.1.2 Supplier cost & productivity. 
 Productivity models are used to challenge suppliers. 
 a clear rule and support for negotiation. 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 The COSMIC size is also used in house to manage specifications’ 
productivity. 
The Renault powertrain software department has a large database including the 
size of each specification in Matlab/Simulink dedicated to Engine Control Module 
ECU. 
The relationship between available FTE (Full Time Equivalent) and volume of 
specification in Matlab/Simulink is established. 
Delivery reference 1 2 3 4 5 6 7 8 9 10 
Volume of specification (basis on 100) 68 72 75 77 81 86 89 91 98 100 
Volume of updated specification 10 16 13 12 15 17 17 19 23 20 
deleted specifications 0 1 0 1 1 1 1 2 1 2 
added specifications 2 5 4 3 4 7 4 5 8 4 
stability spec / L-1 85% 77% 82% 85% 82% 80% 81% 79% 76% 80% 
maturity package / L-3 62% 59% 60% 59% 62% 60% 58% 59% 54% 55% 
Volume of CFP 70 73 78 79 85 89 93 99 104 100 
Producted CFP 14 20 24 19 23 25 26 29 31 26 
19 
04 USE CASES 
4.2 Specification development & productivity (1/2) 
FTE (M.d) 
FTE (Cycle) 
Number of specification / FTE 
CFP producted / FTE 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 The performance of the Software Department is controlled and the 
objectives are updated. 
20 
04 USE CASES 
4.2 Specification development & productivity (2/2) 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 COSMIC method is one of the elements to predict the memory size needed 
for embedded software. 
 used before obtaining code (several months earlier in a project). 
 secures the ROM occupation in ECU at “Start of production” milestone and 
anticipates the needed margin for serial life. 
 The control is based on charts depending on selected compiler : 
21 
04 USE CASES 
4.3 Memory size estimation 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 To deal with the increase of software development complexity, OEMs 
(Original Equipment Manufacturers) and Suppliers used to exchange 
software function. 
 Renault has chosen to integrate the COSMIC size in the official internal 
formula which evaluates the value of a software function (in addition to 
“innovation level” etc…). 
22 
04 USE CASES 
4.4 Value of software functions. 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 the productivity models are realized on data set based on past projects with 
statistical methods as linear regression method. 
At the end of a new software development, the difference between initial used 
correlation and real new COSMIC stored values has to be lower than 5%. 
 the Renault method based on COSMIC has been compared with other Partner 
method based on software and tuning workload measures. The precision of 
Renault result is 12%. 
23 
1.1 TITRE DU CHAPITRE TITRE DU SOUS-CHAPITRE 
4.5 Control of the COSMIC model precision. 
 For Workload estimation use 
 For the value of software functions 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
24 
05 
CONCLUSION 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
CONCLUSION 
 COSMIC Measure is becoming one of the software reference metric at 
Renault. 
 The COSMIC method and Renault COSMIC Measurement Tool can be adapted 
to different uses and different modelling approach. 
 It is used to manage suppliers and internal productivity with a potential of extension use 
type. 
 It is used in various Software Department in Renault, especially in Powertrain domain : 
a common reference and tool. 
 The need progress through the context of Automatic Code Generation, used 
more and more at Renault and with suppliers. The COSMIC method continues to 
keep advantages regarding specification design step and validation step. 
25 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
 Renault wants to reinforce the use of software quality dashboard with 
relevant indicator in QCD to accelerate software project success. 
 COSMIC measures will be one of the key input to offer an automatic 
software status shared with executive and project software manager to 
anticipate risks and speeding-up decision-making. 
26 
NEXT STEPS FOR RENAULT 
 COSMIC use in Qualimetry software approach : 
RENAULT 
Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
Iwsm2014   manage the automotive embedded software (alexandre oriou)

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Iwsm2014 manage the automotive embedded software (alexandre oriou)

  • 1. IWSM MENSURA 2014 SESSION COSMIC I 06.10.14 Manage the automotive embedded software development cost & productivity with the automation of a Functional Size Measurement Method (COSMIC) RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 2. 2 CONTENTS 01 INTRODUCTION 02 COSMIC METHOD APPLY TO SIMULINK 03 AUTOMATED MESURES 04 USE CASES 05 CONCLUSION RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 3. 3 01 INTRODUCTION RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 4. INTRODUCTION (1/2)  The use of ECU software in cars has grown considerably in recent years.  ECU's software development and validation tasks are clearly identified up front.  Corresponding milestones in global car development planning are strongly positioned.  To manage more tightly the development costs of software suppliers, Renault :  measures the functional size of their ECU software specifications  and uses this information as the main input for estimating software development costs and schedules. 4 01 INTRODUCTION RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 5. INTRODUCTION (2/2)  Renault has chosen the COSMIC–ISO 19761 standard for measuring the size of real-time embedded software and for estimating project costs.  the design of the Functional Size Measurement (FSM) procedure based on the COSMIC method to obtain the functional size of software specifications expressed with the Simulink tool.  the automated measurement tool developed at Renault implementing this approach, and the various application cases. 5 01 INTRODUCTION  This presentation contains : RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 6. 02 COSMIC METHOD APPLY TO SIMULINK 6 RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 7. 02 COSMIC METHOD APPLY TO SIMULINK COSMIC METHOD APPLIED TO SIMULINK : COSMIC overview & Renault upstream vision  Opportunity inside Renault to use it with Matlab/Simulink model. 7  General advantages of the COSMIC functional size measures : • Independent of the used technology • Estimated early in a life of a project  Before coding process • Agreed to an ISO standard • Independent of coder’s experience  Alternative approaches from suppliers : • Formula and abacus based on their experiences • No wish to share on a transversal way.  Upstream Renault study to use the COSMIC Measure : • Great support from A. Abran through a dedicated PhD student. RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 C, C++, Java, Matlab … Specification Validation Development ISO standard : (19761,2011) COSMIC : A RELEVANT CHOICE FOR RENAULT
  • 8.  A « Model Based Design » approach  Using of modelisation tool  Model Based Design rules definition  The COSMIC method is based on data movements’ measurement.  The COSMIC measurement process consists of 3 phases : 8 02 COSMIC METHOD APPLY TO SIMULINK COSMIC METHOD APPLY TO SIMULINK : General points RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 9. 9 02 COSMIC METHOD APPLY TO SIMULINK COSMIC METHOD APPLY TO SIMULINK : General points  Definition of the following concepts :  Target of the measure (apply COSMIC method to Simulink model) ;  The measure perimeter (level of Simulink subsystem) ;  The granularity level for the measure (block level of Simulink);  … RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 Measurement Strategy
  • 10. 10 02 COSMIC METHOD APPLY TO SIMULINK COSMIC METHOD APPLY TO SIMULINK : General points  Establish the link between Simulink concepts & principles published by the COSMIC norm :  Boundaries concepts.  Data group concepts.  Functional process concepts. RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 Mapping Phase
  • 11. 11 02 COSMIC METHOD APPLY TO SIMULINK COSMIC METHOD APPLY TO SIMULINK : General points  . RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 Measurement Phase COSMIC Function Points
  • 12. 12 03 AUTOMATED MESURES RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 13.  FSM PROCEDURE AUTOMATION  COSMIC MEASUREMENT TOOL 13 03 AUTOMATED MEASURES AUTOMATED MESURES (1/3) A rules document “Simulink COSMIC Rules” has been submitted to the COSMIC consortium (www.cosmicon.com) RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 14.  Renault COSMIC measurement phase is all automated.  A Matlab language based tool has been developed by Renault. 14 03 AUTOMATED MEASURES AUTOMATED MESURES (2/3) RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 Measurement results Select/Edit a configuration Options Report generation...) Select Simulink model(s) Export results in CSV format Generate a new configuration file A complete Simulink Model Delta between 2 Simulink Models
  • 15.  Automation Advantages regarding Measurement time : ECU Size (CFP) Manual workload Tool’s execution 15 03 AUTOMATED MEASURES AUTOMATED MESURE (3/3) RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 time Body Control 2000 4 days FTE About 1 minute Power train 2600 3 days FTE About 1 minute 20 Power train Entire ECU Too long About 1 hour
  • 16. 16 USE CASES 04 RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 17. 4.1 Coding and Unit Testing workload estimation using COSMIC (1/2)   based on productivity models which are obtained by statistic methods.   a linear relation between COSMIC size and related development workload Based on past development, productivity models can allow to estimate future development workload. 17 04 USE CASES 4.1.1 Workload estimation RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014 Renault uses also productivity models for managing internally developers’ teams productivity in the Renault Nissan Technical Business India.
  • 18. 4.1 Coding and Unit Testing workload estimation using COSMIC (2/2)  This process can go until contracting on a productivity model for future developments. 18 04 USE CASES 4.1.2 Supplier cost & productivity.  Productivity models are used to challenge suppliers.  a clear rule and support for negotiation. RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 19.  The COSMIC size is also used in house to manage specifications’ productivity. The Renault powertrain software department has a large database including the size of each specification in Matlab/Simulink dedicated to Engine Control Module ECU. The relationship between available FTE (Full Time Equivalent) and volume of specification in Matlab/Simulink is established. Delivery reference 1 2 3 4 5 6 7 8 9 10 Volume of specification (basis on 100) 68 72 75 77 81 86 89 91 98 100 Volume of updated specification 10 16 13 12 15 17 17 19 23 20 deleted specifications 0 1 0 1 1 1 1 2 1 2 added specifications 2 5 4 3 4 7 4 5 8 4 stability spec / L-1 85% 77% 82% 85% 82% 80% 81% 79% 76% 80% maturity package / L-3 62% 59% 60% 59% 62% 60% 58% 59% 54% 55% Volume of CFP 70 73 78 79 85 89 93 99 104 100 Producted CFP 14 20 24 19 23 25 26 29 31 26 19 04 USE CASES 4.2 Specification development & productivity (1/2) FTE (M.d) FTE (Cycle) Number of specification / FTE CFP producted / FTE RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 20.  The performance of the Software Department is controlled and the objectives are updated. 20 04 USE CASES 4.2 Specification development & productivity (2/2) RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 21.  COSMIC method is one of the elements to predict the memory size needed for embedded software.  used before obtaining code (several months earlier in a project).  secures the ROM occupation in ECU at “Start of production” milestone and anticipates the needed margin for serial life.  The control is based on charts depending on selected compiler : 21 04 USE CASES 4.3 Memory size estimation RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 22.  To deal with the increase of software development complexity, OEMs (Original Equipment Manufacturers) and Suppliers used to exchange software function.  Renault has chosen to integrate the COSMIC size in the official internal formula which evaluates the value of a software function (in addition to “innovation level” etc…). 22 04 USE CASES 4.4 Value of software functions. RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 23.  the productivity models are realized on data set based on past projects with statistical methods as linear regression method. At the end of a new software development, the difference between initial used correlation and real new COSMIC stored values has to be lower than 5%.  the Renault method based on COSMIC has been compared with other Partner method based on software and tuning workload measures. The precision of Renault result is 12%. 23 1.1 TITRE DU CHAPITRE TITRE DU SOUS-CHAPITRE 4.5 Control of the COSMIC model precision.  For Workload estimation use  For the value of software functions RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 24. 24 05 CONCLUSION RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 25. CONCLUSION  COSMIC Measure is becoming one of the software reference metric at Renault.  The COSMIC method and Renault COSMIC Measurement Tool can be adapted to different uses and different modelling approach.  It is used to manage suppliers and internal productivity with a potential of extension use type.  It is used in various Software Department in Renault, especially in Powertrain domain : a common reference and tool.  The need progress through the context of Automatic Code Generation, used more and more at Renault and with suppliers. The COSMIC method continues to keep advantages regarding specification design step and validation step. 25 RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014
  • 26.  Renault wants to reinforce the use of software quality dashboard with relevant indicator in QCD to accelerate software project success.  COSMIC measures will be one of the key input to offer an automatic software status shared with executive and project software manager to anticipate risks and speeding-up decision-making. 26 NEXT STEPS FOR RENAULT  COSMIC use in Qualimetry software approach : RENAULT Alexandre ORIOU 06.10.2014 – IWSM MENSURA 2014

Notes de l'éditeur

  1. Boundaries: There is a boundary lying between any external software (functional user) and the software to be measured (application). Data groups: Identifying the data groups is a key element in correctly identifying the movements of data groups in each functional process. A line conveys a single data group and is taken a priori as a data group. Functional Process: A subsystem containing an elementary block is a functional process: when triggered, it receives, manipulates, and moves data groups.
  2. Regarding Renault experience, the workload used was including coding and unitary tests. However, it could be possible to include validation workload.