computer architecture for ms students at usc - USC

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COMPUTER ARCHITECTURE FOR MS

STUDENTS AT USC

MICHEL DUBOIS

AUGUST 15, 2011 slide 1

AGENDA

WHAT IS COMPUTER ARCHITECTURE, WHAT DO WE TEACH

FACULTY

COURSES

OPPORTUNITIES slide 2

WHAT IS COMPUTER ARCHITECTURE?

Application

Compiler /Libraries of macros and procedures

SOFTWARE

Operating system

Instruction set (ISA)

COMPUTER

ARCHITECTURE

Computer System Organization

Circuits (implementation of hardware functions)

HARDWARE

Semiconductor physics

ROLE OF THE COMPUTER ARCHITECT:

TO MAKE DESIGN TRADE-OFFS ACROSS THE HW/SW INTERFACE TO MEET

FUNCTIONAL, PERFORMANCE AND COST REQUIREMENTS

“FUNCTIONAL” INCLUDES CORRECTNESS PLUS POWER/RELIABILITY

OBJECTIVES

KNOWLEDGE OF HARDWARE (VLSI) DESIGN, O/S, AND COMPILERS slide 3

COMPUTER ORGANIZATION

MODERN PC ARCHITECTURE

Multi-core microprocessor

Core0 Core1

Shared cache

Backside bus

Off-chip cache

Frontside bus

Graphics processor

North

Bridge

Main memory

(DRAM)

Disk

PCI bus

Network

Interface

South bridge

Slow IO devices

Network

WE HAVE COURSES THAT TARGET THE DESIGN OF THESE COMPONENTS slide 4

CLASSICAL COMPUTER ORGANIZATION

GENERIC HIGH-END PARALLEL SYSTEM:

Disk

I/O Bus

M

NI

C

INTERCONNECTION

NI

System busses

M C M

NI

C

P P P

MAJOR COMPONENTS: PROCESSOR, MEMORY SYSTEMS, I/O AND NETWORKS,

MULTIPROCESSORS--CHIP MULTIPROCESSORS

TARGETS: DESIGN OF PCs, WORKSTATIONS, LARGE SCALE SERVERS, DATA

CENTERS slide 5

EXTENSIONS TO CLUSTERS, DATA CENTERS AND CLOUD

COMPUTING

Distributed

Computing

High –Perf.

Computing

P2P

Clusters

GRID/

Cloud

Web

Services slide 6

FACULTY IN COMPUTER ARCHITECTURE

MURALI ANNAVARAM, ASSISTANT PROFESSOR

TECHNOLOGY, MICROARCHITECTURE, DATA CENTERS, WIRELESS

MICHEL DUBOIS, PROFESSOR

MICROARCHITECTURE, MULTIPROCESSORS, MEMORY SYSTEMS

KAI HWANG, PROFESSOR

DISTRIBUTED PROCESSING, CLUSTERS, SECURITY, DATA CENTERS, WIRELESS

TIMOTHY PINKSTON, PROFESSOR

INTERCONNECTION NETWORKS

VIKTOR PRASANNA, PROFESSOR

VLSI AND FPGA ARCHITECTURES, MAPPING OF ALGORITHMS ON ARCHITECTURE

GANDHI PUVVADA, PROFESSOR OF ENGINEERING PRACTICE

MONTE UNG, PROFESSOR OF ENGINEERING PRACTICE slide 7

COURSES IN COMPUTER ARCHITECTURE AVAILABLE FOR

EE CREDIT TO MS STUDENTS

400 LEVEL AND ABOVE ONLY.

EE454L--INTRODUCTION TO SYSTEM DESIGN USING MICROPROCESSORS

EE457--COMPUTER SYSTEMS ORGANIZATION

EE554-- REAL TIME COMPUTER SYSTEMS

EE557--COMPUTER SYSTEMS ARCHITECTURE

EE560--DIGITAL SYSTEM DESIGN: TOOLS AND TECHNIQUES

EE653--ADVANCED TOPICS IN MICROARCHITECTURE

EE657--PARALLEL AND DISTRIBUTED COMPUTING

EE659--INTERCONNECTION NETWORKS

EE677--VLSI ARCHITECTURES AND ALGORITHMS slide 8

COMPUTER ARCHITECTURE COURSES: FLOWCHART

400 LEVEL

EE 454L

INTRODUCTION TO

SYSTEM DESIGN

USING MICROPROCESSORS

500 LEVEL

EE 554

REAL TIME COMPUTER

SYSTEMS

600 LEVEL

EE 653

ADVANCED TOPICS IN

MICROARCHITECTURE

EE 659

INTERCONNECTION

NETWORKS EE 457

COMPUTER SYSTEMS

ORGANIZATION

EE 557

COMPUTER SYSTEMS

ARCHITECTURE

EE 560

DIGITAL SYSTEMS

DESIGN: TOOLS AND

TECHNIQUES

EE 657

PARALLEL AND

DISTRIBUTED

COMPUTING

EE 677

VLSI ARCHITECTURES

AND ALGORITHMS CSCI455

INTRODUCTION TO

PROGRAMMING SYSTEM

DESIGN

CSCI503

PARALLEL PROGRAMMING

CSCI402

OPERATING SYSTEMS

CSCI565

COMPILER DESIGN slide 9

DEGREE OPTIONS

MASTER OF SCIENCE IN ELECTRICAL ENGINEERING

HIGHLIGHTS:

TOTAL OF 27 UNITS (IN GENERAL, THIS MEANS NINE COURSES)

3.0 GPA

NO MORE THAN 3 COURSES OR 12 UNITS AT THE 400 LEVEL

AT LEAST 18 UNITS AT THE 500 OR 600 LEVEL

AT LEAST 18 UNITS IN ELECTRICAL ENGINEERING

AT LEAST 21 UNITS IN THE SCHOOL OF ENGINEERING

MOST FLEXIBLE

MUST STAY FOCUSSED

GENERIC EE DEGREE, NOT CENG NOR ARCHITECTURE

THESIS OPTION slide 10

DEGREE OPTIONS

MASTER OF SCIENCE IN COMPUTER ENGINEERING

HIGHLIGHTS:

TOTAL OF 27 UNITS

3.0 GPA

15 UNITS IN ELECTRICAL ENGINEERING

ENTRANCE REQUIREMENTS: CSCI 455 AND EE 357

FUNDAMENTAL COURSES: CSCI 402, EE450 or 465, EE457, EE477 (PLACEMENT EXAM OR

WAIVER)

CORE: EE 550 or EE 555, EE557, EE577a (PICK 2 OUT OF 3)

AT LEAST 6 UNITS FROM A LIST OF ELECTIVES IN EE AND CSCI

FLEXIBILITY IS LIMITED TO 2 COURSES

DEGREE IS SPECIFIC TO COMPUTER ENGINEERING

THESIS OPTION slide 11

EE454L:INTRODUCTION TO SYSTEM DESIGN USING

MICROPROCESSORS

HARDWARE DESIGN OF A MICROPROCESSOR-BASED SYSTEM

INTERFACING OF MEMORY AND I/O TO 8/16/32 BIT PROCESSORS

I/O CHIPS, INTERRUPT AND DMA CONTROLLERS

ASYNCHRONOUS AND SYNCHRONOUS SRAMs AND DRAMs

OFFERED EVERY SEMESTER

EE457: COMPUTER SYSTEMS ORGANIZATION

THE PREREQUISTE FOR EE557 AND OTHER 500-LEVEL COURSES

CAN ONLY BE WAIVED BY TAKING THE PLACEMENT EXAM

TOP SENIOR LEVEL CLASS IN COMPUTER ARCHITECTURE

UNDERSTANDING OF THE WORKING OF A CPU AT THE LOGIC DESIGN LEVEL,5-

STAGE PIPELINE AND SPECULATIVE OoO EXECUTION, MEMORY HIERACHIES

OFFERED EVERY SEMESTER slide 12

EE557: COMPUTER SYSTEMS ARCHITECTURE

FLAGSHIP GRADUATE COURSE IN COMPUTER ARCHITECTURE AT USC

A PREREQUISITE FOR ALL ADVANCED (600) COURSES AND NECESSARY FOR

ANY RESEARCH IN ARCHITECTURE (DIRECTED RESEARCH)

COVERS VARIOUS PARALLEL PARADIGMS SUCH AS DEEP PIPELINING,

SPECULATIVE EXECUTION, VLIW, INTERCONNECTIONS, HIGHLY

CONCURRENT MEMORY SYSTEMS, MULTIPROCESSORS, COHERENCE AND

CONSISTENCY MODELS, SYNCHRONIZATION

OFFERED EVERY SEMESTER

EE554: REAL-TIME COMPUTER SYSTEMS

STRUCTURE OF REAL-TIME COMPUTER SYSTEMS

ANALOG SIGNALS AND DEVICES;

SCHEDULING, SYNCHRONIZATION, RELIABILITY, AVAILABILITY

REAL-TIME O/S AND LANGUAGES

OFFERED IN SPRING SEMESTERS slide 13

EE560: DIGITAL SYSTEM DESIGN: TOOLS AND

TECHNIQUES

DEALS WITH HARDWARE ARCHITECTURE AND IMPLEMENTATION OF COMPLEX

HARDWARE SYSTEMS

CRITICAL TO UNDERSTANDING HOW A COMPLEX ARCHITECTURAL-LEVEL

DESIGN CAN BE TRANSLATED INTO AN ACTUAL HARDWARE DESIGN

OFFERED EVERY SUMMER

EE653: ADVANCED TOPICS IN MICROARCHITECTURE

CHIP MULTIPROCESSORS AND CORE MULTITHREADING

ADVANCED TECHNIQUES TO EXPLOIT ILP

IMPACT OF TECHNOLOGY (POWER, RELIABILITY, WIRE-DELAY)

IMPACT OF TECHNOLOGY SCALING

PARALLEL PROGRAMMING SUPPORT

USUALLY EVERY FALL SEMESTER slide 14

EE657: PARALLEL AND DISTRIBUTED COMPUTING

SUPERCOMPUTING,

NETWORK-BASED COMPUTING,

PARALLEL PROCESSING,

GRID COMPUTING

CLOUD COMPUTING

OFFERED IN SPRING SEMESTERS

EE659: INTERCONNECTION NETWORKS

EFFICIENT COMMUNICATION WITHIN A CHIP AND BETWEEN CHIPS

DESIGN AND ANALYSIS OF STATE-OF-THE-ART INTERCONNECTIONS

EMPHASIS ON RELIABILITY, ENERGY EFFICIENCY AND PERFORMANCE

NETWORK SWITCHING, FLOW CONTROL, ROUTING, DEADLOCK HANDLING,

ARBITRATION AND SCHEDULING

OFFERED IN SPRING SEMESTERS slide 15

EE677: VLSI ARCHITECTURES AND ALGORITHMS

STUDY VLSI ARCHITECTURE AND ALGORITHMS

EVALUATE VARIOUS ARCHITECTURES, MAPPING TECHNIQUES TO

UNDERSTAND PERFORMANCE

IMPLEMENTATIONS USING FPGAs

RECONFIGURABLE COMPUTING

OFFERED IN FALL SEMESTERS

PLUS, PLEASE DO NOT OVERLOOK COMPUTER

SCIENCE COURSES SUCH AS

OPERATING SYSTEMS (CSCI402 AND 555),

COMPILERS (CSCI 565 AND 595) AND

PARALLEL PROGRAMMING (CSCI 503)

PLUS VLSI COURSES (eg, ee577a)

slide 16

JOB OPPORTUNITIES

USC COMPUTER ARCHITECTS ARE VERY MUCH SOUGHT AFTER IN INDUSTRY

AND HAVE A REPUTATION FOR THEIR HARDWARE DESIGN SKILLS.

COMPANIES SUCH AS

INTEL

AMD

SUN MICROSYSTEMS (ORACLE)

IBM

TEXAS INSTRUMENTS

BROADCOM

QUALCOM

SAMSUNG

STARTUPs AND LOTS OF SMALLER COMPANIES

WHY SO MUCH NEED FOR COMPUTER ARCHITECTS???

EACH COMPANY HAS MANY PROJECTS IN PARALLEL TO DESIGN ITS NEXT PRODUCT

PROJECT TIMELINES ARE PIPELINED

MOST OF THESE PROJECTS ARE (SADLY) ABORTED

EACH ENGINEER FOCUSSES ON A SMALL PART OF THE OVERALL SYSTEM

VERIFICATION, VERIFICATION, VERIFICATION slide 17

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