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Computer Science
Storage
Compression
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Created by
Caleb Ward
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What is
compression
?
A process that reduces
data
size while retaining original information
What are the two main
types
of compression?
ont>What are the two main types of compression?</front> <back
Lossless
and
Lossy
Compression
Advantages of
Lossless Compression
Preserves original data,
guaranteed
decompression, robust and stable,
unaltered
file quality
Comparison
of
Lossless
and
Lossy
Compression
Data integrity
, file quality,
compression ratio
, use cases
Effects of Lossy Compression
on Audio Quality
Frequency response
,
dynamic range
,
noise floor
,
perceptual loss
Types of Lossy Audio Compression
MP3
,
AAC
,
Opus
Advantages of
Lossy Compression
Higher
compression ratios
, faster compression and
decompression
, smaller
file sizes
, improved user experience
Use Cases for
Lossy Compression
Streaming media
, online storage,
real-time applications
Disadvantages of
Lossy Compression
Loss of data,
unpredictable results
, no guaranteed decompression,
artifacts
and distortion
Limitations of
Lossy Compression
Limited
bitrate
, sensitivity to
input data
, difficulty in optimizing
Disadvantages of
Lossless Compression
Lower
compression ratios
, slower compression and
decompression
, increased
complexity
, higher
storage requirements
Limitations of
Lossless Compression
Limited
applicability
, higher error sensitivity, difficulty in
optimizing
Lossy Compression
Data compression that discards some of the original
data
to reduce file size
Lossless Compression
Data compression that reduces file size without
discarding
any original data