areas of computing study. artificial intelligence databases and data science human-centered...

21
Areas of Computing Study

Upload: berenice-matthews

Post on 04-Jan-2016

213 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Areas of Computing Study

Page 2: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

• Artificial Intelligence• Databases and Data Science• Human-Centered Computing• Networking • Information Security• System Software• Software Engineering• Theoretical Computer Science• COMPUTER VISION

Page 3: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Computer Architeture

• What is computer architecture?– How does it work?

• Three Categories of Computer Architecture– System design, instruction set architecture (ISA), and

Microarchitecture• Computer Architecture’s four main components

– Structure, organization, implementation, and performance

• Von Neumann architecture

11/4/2014Computer

Architecture 3

Page 4: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

What is Computer Architecture?

• Computer architecture is a set of rules that discusses a computer system by talking about its parts and their relations. – Shows how the CPU acts and how it uses the computer memory

http://www.youtube.com/watch?v=4PoRzVRIu_I

11/4/2014 Computer Architecture 4

Page 5: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Computer Architects

• Computer architects study and use computers to create better and more powerful computers we use every day– Architects study the three categories and the

four main components of computer architecture

11/4/2014 Computer Architecture 5

Page 6: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Three Categories of Computer Architecture

• System design – Instruction set architecture (ISA)• Microarchitecture

11/4/2014 Computer Architecture 6

Page 7: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Computer Architecture’s Four Main Components

• Four Components:– Structure –Organization– Implementation –Performance

11/4/2014 Computer Architecture

7

Page 8: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Structure

Performance

Organization

Implementation

11/4/2014 Computer Architecture 8

Page 9: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

IBM Computer Architecture Projects

Current Projects

Completed Projects

Total Projects

9 12 23

11/4/2014Computer

Architecture 9

Page 10: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

http://researcher.watson.ibm.com/researcher/view_group.php?id=1894

11/4/2014 Computer Architecture 10

Page 11: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

System Design

• Includes all hardware components in the system, as well as data processors with the CPU, such as, graphics processing unit and direct memory access– System design also includes:

11/4/2014 Computer Architecture 11

Page 12: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Instruction Set Architecture (ISA)

• Instruction Set Architecture is the embedded programming language of the central processing unit

• ISA defines the CPU’s functions and abilities based on what programming it can perform– These programs can include the word size,

processor register types, memory addressing modes, data formats and the instruction set that programmers use

11/4/2014 Computer Architecture 12

Page 13: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Microarchitecture• AKA computer organization• Microarchitecture defines the paths of

data, data processing and storage elements, as well as how they should be put into the ISA

11/4/2014 Computer Architecture

13

Page 14: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Structure & Organization

• Structures:– the static arrangements of parts

• Organization:– the overall interaction of the computer parts

and what they control

11/4/2014 Computer Architecture 14

Page 15: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Implementation & Performance

• Implementation:– the overall design of the computers building

blocks

• Performance:– the behavioral study of the system or of

some of its components

11/4/2014 Computer Architecture

15

Page 16: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Von Neumann Architecture

• Von Neumann architecture is the most popular type of computer architecture and is still used by most computers today. It started in 1945 by the mathematician Jon Von Neumann, and it describes the design of an electronic computer with its CPU, which includes the arithmetic logic unit, control unit, registers, memory for data and instructions, an input/output interface and external storage functions

• https://www.csupomona.edu/~hnriley/www/VonN.html

11/4/2014 Computer Architecture 16

Page 17: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

IBM Computer Architecture Projects

“At its core, IBM is a computer company; and IBM researchers have made seminal contributions to the computer architecture field.”– Current Projects:

• Blue Gene• Compiler Technology for Scalable Architectures• Mambo• POWER7.• Power-aware design

11/4/2014 Computer Architecture 17

Page 18: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

IBM’s Completed Projects

• Deep Blue– IBM's Deep Blue computer beat the human world chess champion in

the year 1997. Now the technology is being applied to other areas.• Very Long Instruction Word (VLIW)

– The IBM VLIW research project resulted in a hardware prototype, three generations of research compilers, and many publications and patents.

• ASCI White Blue Pacific– IBM's scalable multiprocessor systems offer many areas of fruitful

research. IBM Research recently contributed to the Accelerated Strategic Computing Initiative's White and Blue Pacific supercomputers.

11/4/2014 Computer Architecture 18

Page 19: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Summary

Computer Architecture is a set of rules that discusses a computer system by talking about its parts and their relations. There are three different categories for computer architecture: System design, instruction set architecture (ISA), and Microarchitecture. There are also four main components such as, structure, organization, implementation, and performance. And the most popular type of computer architecture is Von Neumann Architecture which was started in 1945 by the mathematician Jon Von Neumann. Many modern computer companies work on various projects involving computer architecture today.

11/4/2014 Computer Architecture

19

Page 20: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

Questions

• Name one of the four main components in computer architecture.

Structure, organization, implementation, or performance

• What is the most popular type of computer architecture?

Von Neumann Architecture

11/4/2014 Computer Architecture 20

Page 21: Areas of Computing Study. Artificial Intelligence Databases and Data Science Human-Centered Computing Networking Information Security System Software

References

• https://www.csupomona.edu/~hnriley/www/VonN.html

• http://www.techopedia.com/definition/26757/computer-architecture

• http://en.wikipedia.org/wiki/Computer_architecture

• http://www.youtube.com/watch?v=4PoRzVRIu_I

11/4/2014Computer

Architecture 21