Power of Doubling! Lecture 8:! How does a computer! store words, pictures, sounds?! Secret Number Card Trick! Why does this matter?!
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1 9/22/10 UNIVERSITY of WISCONSIN-MADISON! Computer Sciences Department! CS 202! Introduction to Computation! Professor Andrea Arpaci-Dusseau! Fall 2010! Lecture 8:! How does a computer! "! store words, pictures, sounds?! Power of Doubling! Inventor of chess so pleased king, given any prize! Cleverly asked:! for 1st square of chess board, 1 grain! 2nd square, 2 grains! 3rd square, 4 grains,! So forth 64 squares! Impossible to deliver promise!! Why does this matter?! 263 grains on final square! grains on board! 18,446,744,073,709,551,615 grains! Wheat: 80 times harvest all arable land! Rice Total volume: 37 km3! 461,168,602,000 metric tons! Secret Number Card Trick! Adding 1 bit doubles amount can be represented! 1 bit: 2 numbers (0, 1)! 2 bits: 4 numbers (00, 01, 10, 11)! 3 bits: 8 numbers (000, 001, 010, 011, 100, 101, 110, 111)! 4 bits: 24 = 16 numbers!! 8 bits = 28 = 256!! 16 bits: 216 = 65536! 32 bits: 232 = 4,294,967,296! 64 bits: 264 = 18,446,744,073,709,551,616! Can you figure out how it works? Can you figure out how to implement it?! 1
2 What kinds of data must! bits represent?! Logical: True, False! Straight-forward: Two states! True: 1, False: 0! Numbers! Signed, unsigned, integers, floating point, complex, rational, irrational,! Text! Characters, words, strings,! Images! Pixels, colors, shapes, movies! Sound! Instructions! Representing Letters, Words, Strings in Binary?! How would you do it???! Representing Letters! ASCII! Simplest approach: Associate each letter with binary number (table shows decimal numbers)! If saw in computer memory: (but in binary), how would you! decode (or translate from computer to human)?! hello! How would you encode (translate from human to computer): scratch! " ! How many bits are needed for this simple encoding?! Round up to nearest power of two! 32 = 2 5 Need 5 bits! Problems with using only 5 bits?! Need extra characters for capitals, punctuation, spaces, etc.! ASCII: American Standard Code for Information Interchange! 8 bits; how many different characters?! "2 8 = 256! 2
3 Representing Pictures! Picture: Zooming In! Picture looks smooth looks analog! Picture: Zooming In More! How might represent picture?! Assume black and white only! How would you represent?! Pixel: Small square short for Picture-Element! We ve transformed analog information into digital! What is the problem with this approach?! 3
4 9/22/10 Problems with Naïve Approach?! Requires many bits to represent large pictures! Consumes a lot of storage (memory, disk)! Consumes a lot of time to transmit (fax, network)! Run-Length Compression! Run-length encoding! Record length of each run of white then black pixels! Lossless or lossy?! Important: Millions of pixels on modern displays! How can we use fewer bits?! General technique: Compression! Lossless: loses no information! Lossy: throws away info that humans (hopefully) can t detect anyways! More Complications?! Demo: Seurat or Paintballs?! Length is represented with binary number! Assume 8 bit binary number! Problem?! Cannot record lengths that don t fit in 8 bits!! What is the maximum length that can be recorded?! 28-1 = 255! How can we represent run of 500 black pixels?! ! How would you represent colors?! Examples: JPEG, TIFF, PNG, GIF, BMP (See Reading!)! 4
5 Representing Sound with Binary! Digital representation of music! Sound is analog information: continuous sinusoidal waveform! Amplitude (height): loudness! Frequency (1/period) : pitch! Humans can hear sounds in range 20-20,000 Hz! Sample wave at fixed points in time! Record amplitude at those points! How would you represent? How would you transform analog into digital?! How would you store less information to represent this sound?! "Sample less frequently (fewer points)! "Use fewer bits to represent each sample! Today s Summary! Today s topics! Text: ASCII code maps letters/symbols to numbers! Translate analog to digital! Images: Represent color of each pixel! Use run-length encoding to compress size! Sound: Sample amplitude of sound wave! Reading:! Pages of Invitation to Computer Science! Announcements! Homework 3: Decision tree for interative story; extend! Due before class Friday! Grades for HW1 and HW2 posted through Learn@UW! 5
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