Design of Distributed & Multi-Core Systems and Software
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Course Highlights:
This course examines the high-level design of embedded systems and software for distributed and multicore
processing environments.
It begins with a discussion of the basic concepts of distributed systems and multi-core systems-on-a-chip ("SoC's").
This is followed by an in-depth study of distributed control systems design, including examples from automotive
applications and home automation. Guidelines are given for the design of large and complex distributed systems, with
examples from the worlds of transportation and high-performance communication systems. The course then shifts
focus to the use of multi-core SoC's in embedded systems designs. This includes detailed study of both symmetric and
asymmetric multiprocessing -- from the perspectives of hardware, software and operating systems support. It delves
deeply into operating systems for multi-core SoC's, multi-core software architectural design, and special memory issues
in multi-core software.
This course is far from a general course about system or software design theory, but rather it is highly focused on the
practical design of multi-processor embedded systems and software that will operate in distributed and multicore
processing configurations
Objective of the course
The primary goal of this course is to give the participant the skills necessary to design software for real-time and
embedded multiprocessing systems that will operate in distributed and/or multicore processing configurations. This is
a very practical, results-oriented course that will provide knowledge and skills that can be applied immediately.
Who Should Attend:
This course is intended for practicing real-time and embedded systems software system architects, project managers
and technical consultants who will have responsibility for designing, structuring and implementing the software for
real-time and embedded multiprocessing systems that will operate in distributed and/or multicore processing
configurations.
Course participants are expected to have background in embedded and real-time software design. [This knowledge can
be gained by attending a prerequisite embedded software design course such as "Architectural Design of Real-Time Software".]
Course Outline:
Definitions and Background
Distributed Systems
Multi-Core Systems-on-a-Chip
Differences: Multi-Core vs. Distributed
Distributed Control Design
Loosely-Coupled Distributed Systems
Distributing a Control Capability
Examples: On-Board Automotive Networks
System Partitioning Guidelines
Exercise: Body Electronics Control for Airport Train
Designing Complex Distributed Systems
Identifying Sub-systems: Sub-system Structuring Criteria
Distributed Applications: Logical vs. Physical Nodes
Design Models for Distributed Applications
Exercise: Multiprocessing System Performance Calculations
Decomposition of Sub-systems into Software Tasks (Optional)
Message Communication Performance Modeling (Optional)
Case Study: High-Performance IP Communication Router Design
Multi-Core Systems-on-a-Chip (SoC's)
Amdahl's Law
Fine-Grained vs. Coarse-Grained Parallelism
Symmetric vs. Asymmetric Multiprocessing
Operating Systems for Embedded Multiprocessing
Symmetric Multiprocessing ("SMP")
Organizing Software for SMP
Operating Systems Support for SMP
Spinlocks
Load Balancing vs. Processor Affinity
Hidden Dangers in Designing Software for SMP
Asymmetric Multiprocessing ("AMP")
When to Use AMP
Operating Systems for AMP
Design Patterns for Multicore Software
Moving from Uni-Processing to AMP
Memory Issues in MultiCore Software
Working with Cache Memory
Memory Contention
"False Sharing"
Memory Consistency and Inconsistency
Final Examination.
INSTRUCTOR: Dr. David Kalinsky
Dr David Kalinsky has more than thirty years of experience in the design and construction of real-time and embedded
computer systems software. He is a popular lecturer and seminar leader on technologies for embedded software
development, appearing before audiences of professional engineers in North America, Europe and Israel. David
regularly presents classes at the Embedded Systems Conferences on topics such as "Architectural Design of Device
Drivers" and "Principles of High Availability Embedded Systems Design".
He has built and managed high-tech training programs on aspects of software engineering for the development of
real-time and embedded systems for a number of Silicon Valley companies. He has also been involved in the design
of many embedded medical and aerospace systems. In addition, he has in the past developed and taught training
courses on a number of major real-time operating systems (RTOSs), including VRTX, pSOS, VxWorks, OSEK / VDX,
Nucleus, OSE and others. With his broad experience, he has trained thousands of embedded systems software
engineers and architectural designers throughout the world.
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