What are Embedded Systems? Lecture 1 Introduction to Embedded Systems & Software

Size: px
Start display at page:

Download "What are Embedded Systems? Lecture 1 Introduction to Embedded Systems & Software"

Transcription

1 What are Embedded Systems? 1 Lecture 1 Introduction to Embedded Systems & Software Roopa Rangaswami October 9, 2002 Embedded systems are computer systems that monitor, respond to, or control an external environment Environment connected to system through sensors, actuators and other I/O interfaces Embedded systems must meet timing & other constraints imposed on it by environment Also called real-time or reactive systems - terms used interchangeably

2 Examples of Embedded Systems Vehicle systems for automobiles, subways, aircraft, railways Process Control for power & chemical plants Medical facilities for automatic patient care, air traffic control & remote bank accounting Military uses - tracking, command & control Telephone, radio & satellite communications Household systems for monitoring & controlling appliances 2 Generalised Embedded System Computer is interfaced directly to real-world physical equipment Physical equipment controlled through regularly sampling measurement devices Required - real-time clock, information about system state changes, operators console System software modules reflect physical nature of environment module for physical control of devices module to record system changes module to retrieve & display changes module to interact with operator 3

3 4 Embedded vs. Conventional Systems - Hardware 5 Computer hardware for embedded applications consists of fairly standard components - e.g. processors memory units buses & peripherals plus real-time I/O devices, e.g. sensors & actuators

4 Embedded vs. Conventional Systems - Software (1) Embedded software differs from conventional software: (1) program must be both logically & temporally correct software must satisfy timing assertions on relations over relative & absolute times - e.g. deadlines - a limit on (relative or absolute) time when a computation must complete Distinction between hard & soft real-time systems Hard - must meet timing constraints, else system fails; e.g. system that controls vertical motion of a lift Soft - considered successful despite missing some timing constraints; performance may deteriorate; e.g. Failed phone connection 6 Embedded vs. Conventional Systems - Software (2) (2) Embedded software must deal with inherent physical concurrency - part of the external world to which they re connected Signals from environment can arrive simultaneously disjoint but parallel activities may be monitored/controlled by a single computer system & output signals may need to be emitted at the same time (timing constraints) Complexity of system design increases because of combination of concurrency and timing problems 7

5 Embedded vs. Conventional Systems - Software (3) (3) Reliability & Fault Tolerance issues are particularly significant Reliability - measure of how often a system will fail, or the probability that it will perform correctly over a given period of time However, no system is perfectly reliable, so must be able to cope with failures - e.g. mission failures, loss of human life or money can be very costly Fault Tolerance - concerned with recognising & handling failures; avoid failures where possible, else fail gracefully with as little cost as possible 8 Embedded vs. Conventional Systems - Software (4) Criticality - measure of the cost of failure Higher the cost of failure, the more critical the system e.g. - aircraft or nuclear power plant controller are highly critical systems Differentiate hardness & criticality (often go together) - not meeting a constraint may cause system failure, but failure may not be critical 9

6 10 Embedded vs. Conventional Systems - Software (5) (4) Most conventional computer systems are general-purpose - i.e. run several applications at the same time Embedded systems, on the other hand, are application-specific & often stand-alone - all s/w including OS is tailor-made for the particular system (5) Many embedded systems have a human operator who interactively controls & monitors it - human-machine interface design must prevent errors & confusion Embedded vs. Conventional Systems - Software (6) (6) Testing & Validation - due to high costs of failures, it is often impossible to test & validate systems in their environments, but rely on simulations testing of subsystems careful specifications & comprehensive analysis of designs run-time procedures for fault detection & handling 11

7 12 Interaction with Hardware Devices Embedded systems require components to interact with environmental devices through sensors & actuators Computer interface is through input & output registers - operation is device & system dependent Devices can also generate interrupts to signal the processor Control of devices must often be direct (not through OS) because of time-criticality Interfacing to devices considered later Requirements of Embedded Hardware Tight timing constraints often require high speeds of operation of components Run-time behaviour must be predictable to enable s/w designers to predict applications behaviour Hardware must be reliable & fault-tolerant either to prevent, or predictably handle costly errors Memories, caches, processors, controllers & I/O devices need to be program accessible & controllable 13

8 14 Generic Embedded Hardware Configuration (1) Generic Embedded Hardware Configuration (2) 15 Comprises several nodes connected by a comms. network Significant - presence of sensors, actuators, displays, precise clocks & timers For the purpose of timing prediction, behaviour of virtual memories, instruction & data caches must predictable System should provide both polling & priority interrupts for sensors, actuators & I/O devices

9 16 Generic Embedded Hardware Configuration (3) Resource sharing between processors & I/O devices can cause unpredictable performance Programs can be organised so that processors & I/O don t access same memory locations simultaneously More difficult to guarantee deterministic timing over a comms. network Message transmission times unpredictable because of transmission path or medium multiplicity, or shared network H/w reliability within and between nodes obtained through redundancy Software Life-cycle of Embedded Systems Life Cycle - stages from initial specification to final deployment & use Classified into six sequential phases or tasks 1. Concept - determination of project needs & goals 2. Requirements - what the software must do 3. Design - how s/w will meet its requirements 4. Implementation - programming the application 5. Testing - set of independently developed test cases are used to verify that system meets requirements 6. Maintenance - additions, deletions & modifications due to changing conditions Feedback loops connect the phases 17

10 18 Concept Phase Determine project goals & needs - driven by customer input, technology changes & marketing decisions Includes feasibility studies By-product of stage - often a white paper, detailing what to build, and justifying the project & its feasibility Requirements Phase (1) Formal requirements specification about interfaces, functions, timing & physical constraints, such as, mass, power, voltage, etc. Does not specify how to meet requirements, but may specify budget & schedule Test requirements committed to a test plan (used to generate test cases in stage 5) 19 Forms the contract if customer & designer are different

11 20 Requirements Phase (2) Functional Requirements - features which can be tested by exercising the system Non-functional Requirements - specification about processor type, implementation language, methodology, version control, documentation, maintainability, modularity, schedule, etc. Chief goals of phase - define h/w & s/w interfaces write requirements document write test plan prepare project schedule & budget Design Phase Converts requirements document into a detailed specification called detailed design document Specifies how requirements are to be met by partitioning functional features into h/w or s/w modules Design phase often finds problems in the requirements document, such as, conflicts, redundancies or technological difficulties Requirements document may need to be modified - e.g. exempt certain requirements 21

12 22 Design Phase - Major Tasks Partition system into modules whose implementation is clear Allocate modules to h/w or s/w Prepare detailed design document Develop specific test cases Implementation Phase Implement modules detailed in design phase - programs for s/w, circuits for h/w - implemented concurrently Phase ends when all modules implemented & integrated Tools (e.g. CASE) can be used to manage software development 23 Major Tasks - Code s/w & build h/w modules Debug s/w & h/w and integrate modules Developed automated test cases

13 24 Testing Phase Testing, in order to debug software, occurs throughout implementation phase Testing phase is a formal step where a set of independently developed test cases are used to verify that system meets its requirements System cannot be changed in this phase - if it fails, has to be redesigned and then completely re-tested Phase consists of: 25 Maintenance Phase Product deployment Customer support Continuing system error correction Release control Phase ends when product is no longer required Main tasks in this phase - perform system validation & prepare test reports

CS4514 Real-Time Systems and Modeling

CS4514 Real-Time Systems and Modeling CS4514 Real-Time Systems and Modeling Fall 2015 José M. Garrido Department of Computer Science College of Computing and Software Engineering Kennesaw State University Real-Time Systems RTS are computer

More information

Introduction to Real-time Systems. Advanced Operating Systems (M) Lecture 2

Introduction to Real-time Systems. Advanced Operating Systems (M) Lecture 2 Introduction to Real-time Systems Advanced Operating Systems (M) Lecture 2 Introduction to Real-time Systems Real-time systems deliver services while meeting some timing constraints Not necessarily fast,

More information

SWE 760 Lecture 1: Introduction to Analysis & Design of Real-Time Embedded Systems

SWE 760 Lecture 1: Introduction to Analysis & Design of Real-Time Embedded Systems SWE 760 Lecture 1: Introduction to Analysis & Design of Real-Time Embedded Systems Hassan Gomaa References: H. Gomaa, Chapters 1, 2, 3 - Real-Time Software Design for Embedded Systems, Cambridge University

More information

Components & Characteristics of an Embedded System Embedded Operating System Application Areas of Embedded d Systems. Embedded System Components

Components & Characteristics of an Embedded System Embedded Operating System Application Areas of Embedded d Systems. Embedded System Components Components & Characteristics of an Embedded System Embedded Operating System Application Areas of Embedded d Systems Automotive Industrial Automation Building Automation etc. 1 2 Embedded System Components

More information

Introduction to Software Fault Tolerance Techniques and Implementation. Presented By : Hoda Banki

Introduction to Software Fault Tolerance Techniques and Implementation. Presented By : Hoda Banki Introduction to Software Fault Tolerance Techniques and Implementation Presented By : Hoda Banki 1 Contents : Introduction Types of faults Dependability concept classification Error recovery Types of redundancy

More information

Real-Time Systems 1. Basic Concepts

Real-Time Systems 1. Basic Concepts Real-Time Systems 1 Basic Concepts Typical RTS 2 Example: Car 3 Mission: Reaching the destination safely. Controlled System: Car. Operating environment: Road conditions and other cars. Controlling System

More information

DISTRIBUTED REAL-TIME SYSTEMS

DISTRIBUTED REAL-TIME SYSTEMS Distributed Systems Fö 11/12-1 Distributed Systems Fö 11/12-2 DISTRIBUTED REAL-TIME SYSTEMS What is a Real-Time System? 1. What is a Real-Time System? 2. Distributed Real Time Systems 3. Predictability

More information

4/6/2011. Informally, scheduling is. Informally, scheduling is. More precisely, Periodic and Aperiodic. Periodic Task. Periodic Task (Contd.

4/6/2011. Informally, scheduling is. Informally, scheduling is. More precisely, Periodic and Aperiodic. Periodic Task. Periodic Task (Contd. So far in CS4271 Functionality analysis Modeling, Model Checking Timing Analysis Software level WCET analysis System level Scheduling methods Today! erformance Validation Systems CS 4271 Lecture 10 Abhik

More information

Software Architecture. Lecture 4

Software Architecture. Lecture 4 Software Architecture Lecture 4 Last time We discussed tactics to achieve architecture qualities We briefly surveyed architectural styles 23-Jan-08 http://www.users.abo.fi/lpetre/sa08/ 2 Today We check

More information

Overall Structure of RT Systems

Overall Structure of RT Systems Course Outline Introduction Characteristics of RTS Real Time Operating Systems (RTOS) OS support: scheduling, resource handling Real Time Programming Languages Language support, e.g. Ada tasking Scheduling

More information

Syllabus Instructors:

Syllabus Instructors: Introduction to Real-Time Systems Embedded Real-Time Software Lecture 1 Syllabus Instructors: Dongsoo S. Kim Office : Room 83345 (031-299-4642) E-mail : dskim@iupui.edu Office Hours: by appointment 2 Syllabus

More information

Real-Time Operating Systems Design and Implementation. LS 12, TU Dortmund

Real-Time Operating Systems Design and Implementation. LS 12, TU Dortmund Real-Time Operating Systems Design and Implementation (slides are based on Prof. Dr. Jian-Jia Chen) Anas Toma, Jian-Jia Chen LS 12, TU Dortmund October 19, 2017 Anas Toma, Jian-Jia Chen (LS 12, TU Dortmund)

More information

EC EMBEDDED AND REAL TIME SYSTEMS

EC EMBEDDED AND REAL TIME SYSTEMS EC6703 - EMBEDDED AND REAL TIME SYSTEMS Unit I -I INTRODUCTION TO EMBEDDED COMPUTING Part-A (2 Marks) 1. What is an embedded system? An embedded system employs a combination of hardware & software (a computational

More information

VALLIAMMAI ENGINEERING COLLEGE

VALLIAMMAI ENGINEERING COLLEGE VALLIAMMAI ENGINEERING COLLEGE SRM Nagar, Kattankulathur 603 203 DEPARTMENT OF ELECTRONICS AND INSTRUMENTATION ENGINEERING QUESTION BANK VI SEMESTER EE6602 EMBEDDED SYSTEMS Regulation 2013 Academic Year

More information

3. Quality of Service

3. Quality of Service 3. Quality of Service Usage Applications Learning & Teaching Design User Interfaces Services Content Process ing Security... Documents Synchronization Group Communi cations Systems Databases Programming

More information

2. REAL-TIME CONTROL SYSTEM AND REAL-TIME NETWORKS

2. REAL-TIME CONTROL SYSTEM AND REAL-TIME NETWORKS 2. REAL-TIME CONTROL SYSTEM AND REAL-TIME NETWORKS 2.1 Real-Time and Control Computer based digital controllers typically have the ability to monitor a number of discrete and analog inputs, perform complex

More information

Real-Time Component Software. slide credits: H. Kopetz, P. Puschner

Real-Time Component Software. slide credits: H. Kopetz, P. Puschner Real-Time Component Software slide credits: H. Kopetz, P. Puschner Overview OS services Task Structure Task Interaction Input/Output Error Detection 2 Operating System and Middleware Application Software

More information

Multiprocessor and Real-Time Scheduling. Chapter 10

Multiprocessor and Real-Time Scheduling. Chapter 10 Multiprocessor and Real-Time Scheduling Chapter 10 1 Roadmap Multiprocessor Scheduling Real-Time Scheduling Linux Scheduling Unix SVR4 Scheduling Windows Scheduling Classifications of Multiprocessor Systems

More information

IN4343 Real-Time Systems

IN4343 Real-Time Systems IN4343 Real-Time Systems Koen Langendoen, TA (TBD) 2017-2018 Delft University of Technology Challenge the future Course outline Real-time systems Lectures theory instruction Exam Reinder Bril TU/e Practicum

More information

Controller Timing Process

Controller Timing Process 17 Controller Timing Process The purpose of this activity is to give you the opportunity to learn more about basic actuated controller timing processes. Describe the actuated controller timing processes

More information

Real-time HOOD. Analysis and Design of Embedded Systems and OO* Object-oriented Programming Jan Bendtsen Automation and Control

Real-time HOOD. Analysis and Design of Embedded Systems and OO* Object-oriented Programming Jan Bendtsen Automation and Control Real-time HOOD Analysis and Design of Embedded Systems and OO* Object-oriented Programming Jan Bendtsen Automation and Control Structure (slightly modified) OO & UML Java basics Java Polym. Java Events

More information

Providing Real-Time and Fault Tolerance for CORBA Applications

Providing Real-Time and Fault Tolerance for CORBA Applications Providing Real-Time and Tolerance for CORBA Applications Priya Narasimhan Assistant Professor of ECE and CS University Pittsburgh, PA 15213-3890 Sponsored in part by the CMU-NASA High Dependability Computing

More information

Ensuring Schedulability of Spacecraft Flight Software

Ensuring Schedulability of Spacecraft Flight Software Ensuring Schedulability of Spacecraft Flight Software Flight Software Workshop 7-9 November 2012 Marek Prochazka & Jorge Lopez Trescastro European Space Agency OUTLINE Introduction Current approach to

More information

Environment: dictates timeliness requirements, to which the internal system has to react on time.

Environment: dictates timeliness requirements, to which the internal system has to react on time. 1. Introduction 1.1 What is a Real-Time System? Environment: dictates timeliness requirements, to which the internal system has to react on time. Internal system: contains many processes that are executed

More information

An Information Model for High-Integrity Real Time Systems

An Information Model for High-Integrity Real Time Systems An Information Model for High-Integrity Real Time Systems Alek Radjenovic, Richard Paige, Philippa Conmy, Malcolm Wallace, and John McDermid High-Integrity Systems Group, Department of Computer Science,

More information

Priya Narasimhan. Assistant Professor of ECE and CS Carnegie Mellon University Pittsburgh, PA

Priya Narasimhan. Assistant Professor of ECE and CS Carnegie Mellon University Pittsburgh, PA OMG Real-Time and Distributed Object Computing Workshop, July 2002, Arlington, VA Providing Real-Time and Fault Tolerance for CORBA Applications Priya Narasimhan Assistant Professor of ECE and CS Carnegie

More information

Redundancy in fault tolerant computing. D. P. Siewiorek R.S. Swarz, Reliable Computer Systems, Prentice Hall, 1992

Redundancy in fault tolerant computing. D. P. Siewiorek R.S. Swarz, Reliable Computer Systems, Prentice Hall, 1992 Redundancy in fault tolerant computing D. P. Siewiorek R.S. Swarz, Reliable Computer Systems, Prentice Hall, 1992 1 Redundancy Fault tolerance computing is based on redundancy HARDWARE REDUNDANCY Physical

More information

FAULT TOLERANCE. Fault Tolerant Systems. Faults Faults (cont d)

FAULT TOLERANCE. Fault Tolerant Systems. Faults Faults (cont d) Distributed Systems Fö 9/10-1 Distributed Systems Fö 9/10-2 FAULT TOLERANCE 1. Fault Tolerant Systems 2. Faults and Fault Models. Redundancy 4. Time Redundancy and Backward Recovery. Hardware Redundancy

More information

4. Hardware Platform: Real-Time Requirements

4. Hardware Platform: Real-Time Requirements 4. Hardware Platform: Real-Time Requirements Contents: 4.1 Evolution of Microprocessor Architecture 4.2 Performance-Increasing Concepts 4.3 Influences on System Architecture 4.4 A Real-Time Hardware Architecture

More information

Architectural Design

Architectural Design Architectural Design Objectives To introduce architectural design and to discuss its importance To explain the architectural design decisions that have to be made To introduce three complementary architectural

More information

Giancarlo Vasta, Magneti Marelli, Lucia Lo Bello, University of Catania,

Giancarlo Vasta, Magneti Marelli, Lucia Lo Bello, University of Catania, An innovative traffic management scheme for deterministic/eventbased communications in automotive applications with a focus on Automated Driving Applications Giancarlo Vasta, Magneti Marelli, giancarlo.vasta@magnetimarelli.com

More information

Real Time Operating Systems and Middleware

Real Time Operating Systems and Middleware Real Time Operating Systems and Middleware Introduction to Real-Time Systems Luca Abeni abeni@disi.unitn.it Credits: Luigi Palopoli, Giuseppe Lipari, Marco Di Natale, and Giorgio Buttazzo Scuola Superiore

More information

How to choose an Industrial Automation Controller: White Paper, Title Page WHITE PAPER. How to choose an Industrial Automation Controller

How to choose an Industrial Automation Controller: White Paper, Title Page WHITE PAPER. How to choose an Industrial Automation Controller How to choose an Industrial Automation Controller: White Paper, Title Page How to choose an Industrial Automation Controller Choosing the most effective controller requires careful evaluation of multiple

More information

Lecture 9: MIMD Architectures

Lecture 9: MIMD Architectures Lecture 9: MIMD Architectures Introduction and classification Symmetric multiprocessors NUMA architecture Clusters Zebo Peng, IDA, LiTH 1 Introduction A set of general purpose processors is connected together.

More information

FAULT TOLERANT SYSTEMS

FAULT TOLERANT SYSTEMS FAULT TOLERANT SYSTEMS http://www.ecs.umass.edu/ece/koren/faulttolerantsystems Part 18 Chapter 7 Case Studies Part.18.1 Introduction Illustrate practical use of methods described previously Highlight fault-tolerance

More information

ECE519 Advanced Operating Systems

ECE519 Advanced Operating Systems IT 540 Operating Systems ECE519 Advanced Operating Systems Prof. Dr. Hasan Hüseyin BALIK (10 th Week) (Advanced) Operating Systems 10. Multiprocessor, Multicore and Real-Time Scheduling 10. Outline Multiprocessor

More information

Programming Languages for Real-Time Systems. LS 12, TU Dortmund

Programming Languages for Real-Time Systems. LS 12, TU Dortmund Programming Languages for Real-Time Systems Prof. Dr. Jian-Jia Chen LS 12, TU Dortmund 20 June 2016 Prof. Dr. Jian-Jia Chen (LS 12, TU Dortmund) 1 / 41 References Slides are based on Prof. Wang Yi, Prof.

More information

Overview Computer Networking What is QoS? Queuing discipline and scheduling. Traffic Enforcement. Integrated services

Overview Computer Networking What is QoS? Queuing discipline and scheduling. Traffic Enforcement. Integrated services Overview 15-441 15-441 Computer Networking 15-641 Lecture 19 Queue Management and Quality of Service Peter Steenkiste Fall 2016 www.cs.cmu.edu/~prs/15-441-f16 What is QoS? Queuing discipline and scheduling

More information

Developing deterministic networking technology for railway applications using TTEthernet software-based end systems

Developing deterministic networking technology for railway applications using TTEthernet software-based end systems Developing deterministic networking technology for railway applications using TTEthernet software-based end systems Project n 100021 Astrit Ademaj, TTTech Computertechnik AG Outline GENESYS requirements

More information

Time Triggered and Event Triggered; Off-line Scheduling

Time Triggered and Event Triggered; Off-line Scheduling Time Triggered and Event Triggered; Off-line Scheduling Real-Time Architectures -TUe Gerhard Fohler 2004 Mälardalen University, Sweden gerhard.fohler@mdh.se Real-time: TT and ET Gerhard Fohler 2004 1 Activation

More information

Introduction. What is an Operating System? A Modern Computer System. Computer System Components. What is an Operating System?

Introduction. What is an Operating System? A Modern Computer System. Computer System Components. What is an Operating System? Introduction CSCI 315 Operating Systems Design Department of Computer Science What is an Operating System? A Modern Computer System Computer System Components Disks... Mouse Keyboard Printer 1. Hardware

More information

Commercial Real-time Operating Systems An Introduction. Swaminathan Sivasubramanian Dependable Computing & Networking Laboratory

Commercial Real-time Operating Systems An Introduction. Swaminathan Sivasubramanian Dependable Computing & Networking Laboratory Commercial Real-time Operating Systems An Introduction Swaminathan Sivasubramanian Dependable Computing & Networking Laboratory swamis@iastate.edu Outline Introduction RTOS Issues and functionalities LynxOS

More information

The requirements engineering process

The requirements engineering process 3 rd Stage Lecture time: 8:30-12:30 AM Instructor: Ali Kadhum AL-Quraby Lecture No. : 5 Subject: Software Engineering Class room no.: Department of computer science Process activities The four basic process

More information

Administrative Stuff. We are now in week 11 No class on Thursday About one month to go. Spend your time wisely Make any major decisions w/ Client

Administrative Stuff. We are now in week 11 No class on Thursday About one month to go. Spend your time wisely Make any major decisions w/ Client Administrative Stuff We are now in week 11 No class on Thursday About one month to go Spend your time wisely Make any major decisions w/ Client Real-Time and On-Line ON-Line Real-Time Flight avionics NOT

More information

Embedded Systems Dr. Santanu Chaudhury Department of Electrical Engineering Indian Institution of Technology, IIT Delhi

Embedded Systems Dr. Santanu Chaudhury Department of Electrical Engineering Indian Institution of Technology, IIT Delhi Embedded Systems Dr. Santanu Chaudhury Department of Electrical Engineering Indian Institution of Technology, IIT Delhi Lecture - 20 Fundamentals of Embedded Operating Systems In today s class, we shall

More information

2. Introduction to Software for Embedded Systems

2. Introduction to Software for Embedded Systems 2. Introduction to Software for Embedded Systems Lothar Thiele ETH Zurich, Switzerland 2-1 Contents of Lectures (Lothar Thiele) 1. Introduction to Embedded System Design 2. Software for Embedded Systems

More information

Issues in Programming Language Design for Embedded RT Systems

Issues in Programming Language Design for Embedded RT Systems CSE 237B Fall 2009 Issues in Programming Language Design for Embedded RT Systems Reliability and Fault Tolerance Exceptions and Exception Handling Rajesh Gupta University of California, San Diego ES Characteristics

More information

Architectural Design

Architectural Design Architectural Design Topics i. Architectural design decisions ii. Architectural views iii. Architectural patterns iv. Application architectures Chapter 6 Architectural design 2 PART 1 ARCHITECTURAL DESIGN

More information

Architectural Design. CSCE Lecture 12-09/27/2016

Architectural Design. CSCE Lecture 12-09/27/2016 Architectural Design CSCE 740 - Lecture 12-09/27/2016 Architectural Styles 2 Today s Goals Define what architecture means when discussing software development. Discuss methods of documenting and planning

More information

02 - Distributed Systems

02 - Distributed Systems 02 - Distributed Systems Definition Coulouris 1 (Dis)advantages Coulouris 2 Challenges Saltzer_84.pdf Models Physical Architectural Fundamental 2/60 Definition Distributed Systems Distributed System is

More information

Ch 5 Industrial Control Systems

Ch 5 Industrial Control Systems Ch 5 Industrial Control Systems Sections: 1. Process Industries vs. Discrete Manufacturing Industries 2. Continuous vs. Discrete Control 3. Computer Process Control Industrial Control - Defined The automatic

More information

Lecture 9. Quality of Service in ad hoc wireless networks

Lecture 9. Quality of Service in ad hoc wireless networks Lecture 9 Quality of Service in ad hoc wireless networks Yevgeni Koucheryavy Department of Communications Engineering Tampere University of Technology yk@cs.tut.fi Lectured by Jakub Jakubiak QoS statement

More information

The control of I/O devices is a major concern for OS designers

The control of I/O devices is a major concern for OS designers Lecture Overview I/O devices I/O hardware Interrupts Direct memory access Device dimensions Device drivers Kernel I/O subsystem Operating Systems - June 26, 2001 I/O Device Issues The control of I/O devices

More information

CDA 5140 Software Fault-tolerance. - however, reliability of the overall system is actually a product of the hardware, software, and human reliability

CDA 5140 Software Fault-tolerance. - however, reliability of the overall system is actually a product of the hardware, software, and human reliability CDA 5140 Software Fault-tolerance - so far have looked at reliability as hardware reliability - however, reliability of the overall system is actually a product of the hardware, software, and human reliability

More information

PC Interrupt Structure and 8259 DMA Controllers

PC Interrupt Structure and 8259 DMA Controllers ELEC 379 : DESIGN OF DIGITAL AND MICROCOMPUTER SYSTEMS 1998/99 WINTER SESSION, TERM 2 PC Interrupt Structure and 8259 DMA Controllers This lecture covers the use of interrupts and the vectored interrupt

More information

AirTight: A Resilient Wireless Communication Protocol for Mixed- Criticality Systems

AirTight: A Resilient Wireless Communication Protocol for Mixed- Criticality Systems AirTight: A Resilient Wireless Communication Protocol for Mixed- Criticality Systems Alan Burns, James Harbin, Leandro Indrusiak, Iain Bate, Robert Davis and David Griffin Real-Time Systems Research Group

More information

Sommerville Chapter 6 The High-Level Structure of a Software Intensive System. Architectural Design. Slides courtesy Prof.

Sommerville Chapter 6 The High-Level Structure of a Software Intensive System. Architectural Design. Slides courtesy Prof. Sommerville Chapter 6 The High-Level Structure of a Software Intensive System Architectural Design Slides courtesy Prof.Mats Heimdahl 1 Fall 2 2013 Architectural Parallels Architects are the technical

More information

Contemporary Design. Traditional Hardware Design. Traditional Hardware Design. HDL Based Hardware Design User Inputs. Requirements.

Contemporary Design. Traditional Hardware Design. Traditional Hardware Design. HDL Based Hardware Design User Inputs. Requirements. Contemporary Design We have been talking about design process Let s now take next steps into examining in some detail Increasing complexities of contemporary systems Demand the use of increasingly powerful

More information

Department of Computer Science Institute for System Architecture, Operating Systems Group REAL-TIME MICHAEL ROITZSCH OVERVIEW

Department of Computer Science Institute for System Architecture, Operating Systems Group REAL-TIME MICHAEL ROITZSCH OVERVIEW Department of Computer Science Institute for System Architecture, Operating Systems Group REAL-TIME MICHAEL ROITZSCH OVERVIEW 2 SO FAR talked about in-kernel building blocks: threads memory IPC drivers

More information

Lecture 15 Distributed System Architectures

Lecture 15 Distributed System Architectures Lecturer: Sebastian Coope Ashton Building, Room G.18 E-mail: coopes@liverpool.ac.uk COMP 201 web-page: http://www.csc.liv.ac.uk/~coopes/comp201 Lecture 15 Distributed System Architectures Architectural

More information

RE for Embedded Systems - Part 1

RE for Embedded Systems - Part 1 REQUIREMENTS ENGINEERING LECTURE 2017/2018 Dr. Jörg Dörr RE for Embedded Systems - Part 1 Fraunhofer IESE Lecture Outline Embedded systems and their characteristics Requirements specifications (for embedded

More information

Establishing the overall structure of a software system

Establishing the overall structure of a software system Architectural Design Establishing the overall structure of a software system Ian Sommerville 1995 Software Engineering, 5th edition. Chapter 13 Slide 1 Objectives To introduce architectural design and

More information

15: OS Scheduling and Buffering

15: OS Scheduling and Buffering 15: OS Scheduling and ing Mark Handley Typical Audio Pipeline (sender) Sending Host Audio Device Application A->D Device Kernel App Compress Encode for net RTP ed pending DMA to host (~10ms according to

More information

CHAPTER 3 LabVIEW REAL TIME APPLICATION DEVELOPMENT REFERENCES: [1] NI, Real Time LabVIEW. [2] R. Bishop, LabVIEW 2009.

CHAPTER 3 LabVIEW REAL TIME APPLICATION DEVELOPMENT REFERENCES: [1] NI, Real Time LabVIEW. [2] R. Bishop, LabVIEW 2009. CHAPTER 3 By Radu Muresan University of Guelph Page 1 ENGG4420 CHAPTER 3 LECTURE 1 October 31 10 5:12 PM CHAPTER 3 LabVIEW REAL TIME APPLICATION DEVELOPMENT REFERENCES: [1] NI, Real Time LabVIEW. [2] R.

More information

Lecture 9: Load Balancing & Resource Allocation

Lecture 9: Load Balancing & Resource Allocation Lecture 9: Load Balancing & Resource Allocation Introduction Moler s law, Sullivan s theorem give upper bounds on the speed-up that can be achieved using multiple processors. But to get these need to efficiently

More information

Architectural Design

Architectural Design Architectural Design Topics i. Architectural design decisions ii. Architectural views iii. Architectural patterns iv. Application architectures PART 1 ARCHITECTURAL DESIGN DECISIONS Recap on SDLC Phases

More information

System Models 2. Lecture - System Models 2 1. Areas for Discussion. Introduction. Introduction. System Models. The Modelling Process - General

System Models 2. Lecture - System Models 2 1. Areas for Discussion. Introduction. Introduction. System Models. The Modelling Process - General Areas for Discussion System Models 2 Joseph Spring School of Computer Science MCOM0083 - Distributed Systems and Security Lecture - System Models 2 1 Architectural Models Software Layers System Architecture

More information

Objectives. Architectural Design. Software architecture. Topics covered. Architectural design. Advantages of explicit architecture

Objectives. Architectural Design. Software architecture. Topics covered. Architectural design. Advantages of explicit architecture Objectives Architectural Design To introduce architectural design and to discuss its importance To explain the architectural design decisions that have to be made To introduce three complementary architectural

More information

CHAPTER 1: REAL TIME COMPUTER CONTROL

CHAPTER 1: REAL TIME COMPUTER CONTROL CHAPTER 1 Page 1 ENGG4420 LECTURE 2 September 08 10 12:49 PM CHAPTER 1: REAL TIME COMPUTER CONTROL REFERENCES: G. F. Franklin et al., ``Feedback Control of Dynamic Systems,`` 5th Edition, Pearson, 2006.

More information

A Data-Centric Approach for Modular Assurance Abstract. Keywords: 1 Introduction

A Data-Centric Approach for Modular Assurance Abstract. Keywords: 1 Introduction A Data-Centric Approach for Modular Assurance Gabriela F. Ciocarlie, Heidi Schubert and Rose Wahlin Real-Time Innovations, Inc. {gabriela, heidi, rose}@rti.com Abstract. A mixed-criticality system is one

More information

Department of Computer Science, Institute for System Architecture, Operating Systems Group. Real-Time Systems '08 / '09. Hardware.

Department of Computer Science, Institute for System Architecture, Operating Systems Group. Real-Time Systems '08 / '09. Hardware. Department of Computer Science, Institute for System Architecture, Operating Systems Group Real-Time Systems '08 / '09 Hardware Marcus Völp Outlook Hardware is Source of Unpredictability Caches Pipeline

More information

Multi-processor,multi-board real-time software architecture for Defence Applications

Multi-processor,multi-board real-time software architecture for Defence Applications Multi-processor,multi-board real-time software architecture for Defence Applications By Subramanian A L, Senior Architect (Software), Mistral Solutions Pvt. Ltd. Modern day defence electronic systems running

More information

Hardware/Software Co-design

Hardware/Software Co-design Hardware/Software Co-design Zebo Peng, Department of Computer and Information Science (IDA) Linköping University Course page: http://www.ida.liu.se/~petel/codesign/ 1 of 52 Lecture 1/2: Outline : an Introduction

More information

02 - Distributed Systems

02 - Distributed Systems 02 - Distributed Systems Definition Coulouris 1 (Dis)advantages Coulouris 2 Challenges Saltzer_84.pdf Models Physical Architectural Fundamental 2/58 Definition Distributed Systems Distributed System is

More information

CS 268: Internet Architecture & E2E Arguments. Today s Agenda. Scott Shenker and Ion Stoica (Fall, 2010) Design goals.

CS 268: Internet Architecture & E2E Arguments. Today s Agenda. Scott Shenker and Ion Stoica (Fall, 2010) Design goals. CS 268: Internet Architecture & E2E Arguments Scott Shenker and Ion Stoica (Fall, 2010) 1 Today s Agenda Design goals Layering (review) End-to-end arguments (review) 2 1 Internet Design Goals Goals 0 Connect

More information

Overview of Potential Software solutions making multi-core processors predictable for Avionics real-time applications

Overview of Potential Software solutions making multi-core processors predictable for Avionics real-time applications Overview of Potential Software solutions making multi-core processors predictable for Avionics real-time applications Marc Gatti, Thales Avionics Sylvain Girbal, Xavier Jean, Daniel Gracia Pérez, Jimmy

More information

Operating System: Chap13 I/O Systems. National Tsing-Hua University 2016, Fall Semester

Operating System: Chap13 I/O Systems. National Tsing-Hua University 2016, Fall Semester Operating System: Chap13 I/O Systems National Tsing-Hua University 2016, Fall Semester Outline Overview I/O Hardware I/O Methods Kernel I/O Subsystem Performance Application Interface Operating System

More information

ELEC 5260/6260/6266 Embedded Computing Systems

ELEC 5260/6260/6266 Embedded Computing Systems ELEC 5260/6260/6266 Embedded Computing Systems Spring 2019 Victor P. Nelson Text: Computers as Components, 4 th Edition Prof. Marilyn Wolf (Georgia Tech) Course Web Page: http://www.eng.auburn.edu/~nelsovp/courses/elec5260_6260/

More information

UnRegistered MB39C602 LED LIGHTING SYSTEM BULB 9W ZIGBEE CONTROL USER MANUAL. Fujitsu Semiconductor Design (Chengdu) Co. Ltd.

UnRegistered MB39C602 LED LIGHTING SYSTEM BULB 9W ZIGBEE CONTROL USER MANUAL. Fujitsu Semiconductor Design (Chengdu) Co. Ltd. Fujitsu Semiconductor Design (Chengdu) Co. Ltd. User Manual ANA-UM-500001-E-10 MB39C602 LED LIGHTING SYSTEM BULB 9W ZIGBEE CONTROL USER MANUAL MB39C601 LED LIGHTING SYSTEM BULB 9W ZIGBEE CONTROL Revision

More information

Introduction Electrical Considerations Data Transfer Synchronization Bus Arbitration VME Bus Local Buses PCI Bus PCI Bus Variants Serial Buses

Introduction Electrical Considerations Data Transfer Synchronization Bus Arbitration VME Bus Local Buses PCI Bus PCI Bus Variants Serial Buses Introduction Electrical Considerations Data Transfer Synchronization Bus Arbitration VME Bus Local Buses PCI Bus PCI Bus Variants Serial Buses 1 Most of the integrated I/O subsystems are connected to the

More information

PROJECT FINAL REPORT

PROJECT FINAL REPORT PROJECT FINAL REPORT Grant Agreement number: INFSO-ICT-224350 Project acronym: Project title: Funding Scheme: flexware Flexible Wireless Automation in Real-Time Environments STREP Period covered: from

More information

CSCI 445 Amin Atrash. Control Architectures. Introduction to Robotics L. Itti, M. J. Mataric

CSCI 445 Amin Atrash. Control Architectures. Introduction to Robotics L. Itti, M. J. Mataric Introduction to Robotics CSCI 445 Amin Atrash Control Architectures The Story So Far Definitions and history Locomotion and manipulation Sensors and actuators Control => Essential building blocks Today

More information

Lecture 9: MIMD Architectures

Lecture 9: MIMD Architectures Lecture 9: MIMD Architectures Introduction and classification Symmetric multiprocessors NUMA architecture Clusters Zebo Peng, IDA, LiTH 1 Introduction MIMD: a set of general purpose processors is connected

More information

Real-time Support in Operating Systems

Real-time Support in Operating Systems Real-time Support in Operating Systems Colin Perkins teaching/2003-2004/rtes4/lecture11.pdf Lecture Outline Overview of the rest of the module Real-time support in operating systems Overview of concepts

More information

5/9/2014. Recall the design process. Lecture 1. Establishing the overall structureof a software system. Topics covered

5/9/2014. Recall the design process. Lecture 1. Establishing the overall structureof a software system. Topics covered Topics covered Chapter 6 Architectural Design Architectural design decisions Architectural views Architectural patterns Application architectures Lecture 1 1 2 Software architecture The design process

More information

Computer Hardware Requirements for Real-Time Applications

Computer Hardware Requirements for Real-Time Applications Lecture (4) Computer Hardware Requirements for Real-Time Applications Prof. Kasim M. Al-Aubidy Computer Engineering Department Philadelphia University Real-Time Systems, Prof. Kasim Al-Aubidy 1 Lecture

More information

Safety and Reliability of Software-Controlled Systems Part 14: Fault mitigation

Safety and Reliability of Software-Controlled Systems Part 14: Fault mitigation Safety and Reliability of Software-Controlled Systems Part 14: Fault mitigation Prof. Dr.-Ing. Stefan Kowalewski Chair Informatik 11, Embedded Software Laboratory RWTH Aachen University Summer Semester

More information

Implementing Scheduling Algorithms. Real-Time and Embedded Systems (M) Lecture 9

Implementing Scheduling Algorithms. Real-Time and Embedded Systems (M) Lecture 9 Implementing Scheduling Algorithms Real-Time and Embedded Systems (M) Lecture 9 Lecture Outline Implementing real time systems Key concepts and constraints System architectures: Cyclic executive Microkernel

More information

MULTIPROCESSORS. Characteristics of Multiprocessors. Interconnection Structures. Interprocessor Arbitration

MULTIPROCESSORS. Characteristics of Multiprocessors. Interconnection Structures. Interprocessor Arbitration MULTIPROCESSORS Characteristics of Multiprocessors Interconnection Structures Interprocessor Arbitration Interprocessor Communication and Synchronization Cache Coherence 2 Characteristics of Multiprocessors

More information

Sensor Network Applications and In-Network Processing

Sensor Network Applications and In-Network Processing EE360: Lecture 16 Outline Sensor Network Applications and In-Network Processing Announcements 2nd summary due today 12am (1 day extension possible) Project poster session March 15 5:30pm (3 rd floor Packard)

More information

Wireless Sensor Networks. Application Domains. Crosslayer Protocol Design in Sensor Networks. Technology Thrusts. Wireless Sensor Networks

Wireless Sensor Networks. Application Domains. Crosslayer Protocol Design in Sensor Networks. Technology Thrusts. Wireless Sensor Networks EE360: Lecture 16 Outline Sensor Network Applications and In-Network Processing Announcements 2nd summary due today 12am (1 day extension possible) Project poster session March 15 5:30pm (3 rd floor Packard)

More information

International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: Issue 2, Volume 2 (February 2015)

International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: Issue 2, Volume 2 (February 2015) FAULT TOLERANCE IN WIRELESS SENSOR NETWORKS C.Ahila Jerlin #1 Anand Institute of Higher Technology, Department of ME Embedded System Technologies, Kazhipattur, Chennai-603103 N.Rajkamal #2 Anand Institute

More information

PROFIBUS. Sharani Sankaran

PROFIBUS. Sharani Sankaran PROFIBUS Sharani Sankaran fq8610@wayne.edu Outline Introduction TransmissionTechnologies Communication Protocol Application Profiles Integration Technologies Technical Support INTRODUCTION: Field buses

More information

CS244-Introduction to Embedded Systems and Ubiquitous Computing. Instructor: Eli Bozorgzadeh Computer Science Department UC Irvine Winter 2010

CS244-Introduction to Embedded Systems and Ubiquitous Computing. Instructor: Eli Bozorgzadeh Computer Science Department UC Irvine Winter 2010 CS244-Introduction to Embedded Systems and Ubiquitous Computing Instructor: Eli Bozorgzadeh Computer Science Department UC Irvine Winter 2010 CS244 Lecture 2 Embedded Applications Winter 2010- CS 244 2

More information

Microcontroller-Based Wireless Sensor Networks Prof. Kasim M. Al-Aubidy Philadelphia University

Microcontroller-Based Wireless Sensor Networks Prof. Kasim M. Al-Aubidy Philadelphia University Embedded Systems Design (0630414) Lecture 14 Microcontroller-Based Wireless Sensor Networks Prof. Kasim M. Al-Aubidy Philadelphia University Introduction: Wireless Sensor Networks (WSNs) have been identified

More information

Overview. Introduction to Embedded Systems. What is an embedded system? What are some of their characteristics? What is the required skill set?

Overview. Introduction to Embedded Systems. What is an embedded system? What are some of their characteristics? What is the required skill set? Embedded Basics Overview Introduction to Embedded Systems What is an embedded system? What are some of their characteristics? What is the required skill set? Software Development Process Waterfall vs Agile

More information

SCRAMNet GT. A New Technology for Shared-Memor y Communication in High-Throughput Networks. Technology White Paper

SCRAMNet GT. A New Technology for Shared-Memor y Communication in High-Throughput Networks. Technology White Paper Technology White Paper SCRAMNet GT A New Technology for Shared-Memor y Communication in High-Throughput Networks Introduction A number of today s most advanced networking applications require the fast

More information

OPERATING SYSTEM OVERVIEW

OPERATING SYSTEM OVERVIEW OPERATING SYSTEM OVERVIEW Contents O.S.Functions The Evolution of O.S. Characteristics of O.S. Basic hardware elements Contents O.S.Components System calls O.S.Structure O.S. Classification Internal structure

More information

Software Architecture--Continued. Another Software Architecture Example

Software Architecture--Continued. Another Software Architecture Example Software Architecture--Continued References for Software Architecture examples: Software Architecture, Perspectives on an Emerging Discipline, by Mary Shaw and David Garlin, Prentice Hall, 1996. B. Hayes-Roth,

More information

GE Consumer & Industrial Power Protection. Digital Energy LP Series UPS. Uninterruptible Power Supply 3-30 kva. GE imagination at work

GE Consumer & Industrial Power Protection. Digital Energy LP Series UPS. Uninterruptible Power Supply 3-30 kva. GE imagination at work GE Consumer & Industrial Power Protection Digital Energy LP Series UPS Uninterruptible Power Supply 3-30 kva GE imagination at work For more than a century, GE has led the way with innovative technologies

More information