Data Storage & Compression
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Notes
Units of Data Storage
- A **bit** (b) is the smallest unit, representing a 1 or 0.
- A **nibble** = 4 bits; a **byte** (B) = 8 bits.
- Larger units: **Kibibyte (KiB)** = 1024 B, **Mebibyte (MiB)** = 1024 KiB, **Gibibyte (GiB)** = 1024 MiB, **Tebibyte (TiB)** = 1024 GiB, **Pebibyte (PiB)** = 1024 TiB, **Exbibyte (EiB)** = 1024 PiB.
- Binary prefixes (KiB, MiB) use powers of 2 (1024); decimal prefixes (KB, MB) use powers of 10 (1000).
- To convert to a larger unit, **divide by 1024**; to a smaller unit, **multiply by 1024**.
- Between bits and bytes: multiply/divide by **8**.
Calculating File Sizes
- Bitmap image size = **Resolution × Colour Depth** (or width × height × colour depth).
- Resolution = width × height in pixels; colour depth = bits per pixel.
- Sound file size = **Sample Rate × Duration (seconds) × Sample Resolution**.
- Sample rate = samples per second; sample resolution = bits per sample.
- Convert bits to bytes by dividing by 8; bytes to KiB by dividing by 1024.
Compression Overview
- **Compression** reduces file size to save storage space, reduce bandwidth, and shorten transmission time.
- Two types: **lossy** and **lossless**.
Lossy Compression
- **Lossy compression** permanently removes data to reduce file size; it is **irreversible**.
- Achieves large size reductions but at the cost of **quality loss**.
- Suitable for images, video, and sound where some quality loss is acceptable.
- Example: grouping similar colours in a photograph reduces colour count while keeping visual quality.
Lossless Compression
- **Lossless compression** encodes data to reduce size without losing information; it is **reversible**.
- Produces smaller files than original but not as small as lossy.
- Suitable for text/documents where quality must be preserved.
- Uses algorithms like **Run-Length Encoding (RLE)** to find patterns and repetition.
Run-Length Encoding (RLE)
- **RLE** compresses consecutive identical elements into a count and the value.
- Example: `AAAABBBCCDAA` becomes `4A3B2C1D2A`.
- Used in bitmap images to compress runs of the same colour (e.g., `5R3B` for 5 red, 3 blue pixels).
Data storage units hierarchy: bit → nibble → byte → KiB → MiB → GiB → TiB → PiB → EiB, each step ×1024 (except bit/byte ×8).
Practice questions
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1.Which of the following is the smallest unit of data storage?
Easy- ABit
- BByte
- CNibble
- DKilobyte
2.How many bits are there in one byte?
Easy- A4
- B8
- C16
- D1024
3.What is the value of 1 KiB (kibibyte) in bytes?
Medium- A1000
- B1024
- C8
- D10242
4.Convert 2 MiB to KiB.
Medium- A2048
- B2000
- C1024
- D4096
5.A sound file has a sample rate of 44,100 Hz, a duration of 10 seconds, and a sample resolution of 16 bits. What is the file size in bytes?
Hard- A882,000
- B705,600
- C7,056,000
- D44,100
6.Which formula correctly calculates the size of a bitmap image?
Medium- AResolution × colour depth
- BWidth × height × sample rate
- CSample rate × duration × colour depth
- DWidth × height × duration
7.What is compression?
Easy- AReducing the size of a file
- BIncreasing the quality of a file
- CConverting a file to a different format
- DEncrypting a file for security
8.Which type of compression is irreversible?
Easy- ALossy
- BLossless
- CRun length encoding
- DAll compression
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