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π Data Structure
π Data Structure
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implement: by Array
Implement: by Linked List
operation: Insert
operation: Delete
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Priority
Priority
Adt
Implement: by Linked List
Double-Ended
Set
Set
Queue
Queue
ADT
Pros
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Fast Union / Quick Find
Path Compression
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Map
Map
ADT
Tree
Tree
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Binary
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Traversal: Threaded: Queueless
Traversal: Threaded: Stackless
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Expression
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XOR
Binary Search
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Create by Traversal
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Traversal
AVL
AVL
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Red-Black
Red-Black
Operation
Multiway
Multiway
B
B+
Generic
n-Ary
Variations
Graph
Graph
Representation
Representation
Adjacency: Matrix
Adjacency: List
Modelling
Modelling
Visualization
Visualization
Traversal
Traversal
Depth-First Traversal (DFS)
Breadth-First Traversal (BFS)
Sort
Sort
Topological
App
App
Connected Circles
Nine Tails
Weighted
Weighted
Representation
Modelling
Minimal Spanning Tree
Minimal Spanning Tree
Prim
Kruskal
Shortest Path
App
App
Weighted Nine Tails
File
File
Classification
Operation
Organization
Organization
Sequence
Sequence Index
Relative
Inverted
String
String
Hash Table
Tree: Binary Search
Tries
Tree: Ternary Search
Tree: Suffix
π Algorithm
π Algorithm
Design
Design
Classification
Class: by Implementation
Class: by Design Method
Classification: Other
Complexity
Complexity
Polynomial vs. Exponential
Decision: Problem
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Type
Reduction
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Recursion
What
Why
Format
Memory
recursionIteration
Case
Case
2^n
x^n
1 + 2 + … + n
Directory Size
Tower of Hanoi
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Backtracking
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Why
Format
Memory
Case
Sort
Sort
Classification
Bubble
Selection
Selection: Recursive
Insertion
Shell
Merge
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Quick
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External
Comparison
Search
Search
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Interpolation
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Hash
String
Select
Select
Sort
Partition
Linear
k-Smallest Element
Symbol
Symbol
Table
Table: Comparison
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Hash
Hash
vs. Direct Address
Component
Table
Collision: Open Addressing
Collision: Separate Chaining
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Rehash
Map with Hash
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When not Use
Technique
Bloom Filter
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String
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Matching: Rabin-Karp
Matching: Finite Automata
KMP
Boyer-Moore
Greedy
Greedy
Strategy
Always works?
Implement
Pros
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Divide & Conquer
Divide & Conquer
Strategy
Always works?
Pros
Cons
Theorem
Dynamic Programming
Dynamic Programming
Property
vs. Greedy vs. Divide & Conquer
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Implement
Longest Common Subsequence
Bitwise Programming
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𧬠Design Pattern
Creational
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Factory
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Iterator
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Strategy
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Structural
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Proxy
Other
Other
Dependency Injection
πΈ System Design
πΈ System Design
Intro
Intro
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P2P Network
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Cloud Design Pattern
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Gatekeeper
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Leader Election
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Throttling
Valet Key
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Distributed System
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Last update:
2022-11-29
Created:
2022-11-29
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