Essential Data Structures & Algorithms Concepts

Posted by on Jun 3, 2025 in Computer Engineering | 0 comments

Abstract Data Types (ADT) and Arrays

An Abstract Data Type (ADT) is a conceptual model that defines a set of operations and behaviors for a data structure, without specifying the underlying implementation details. Arrays, as an ADT, define how data is organized and accessed through indexes, but not how it is actually stored in memory.

Arrays as an ADT

  • An Array ADT defines a collection of elements that can be accessed by their index (position).
  • Common operations on an Array ADT include: accessing an
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Essential Concepts in Data Structures and Algorithms

Posted by on May 29, 2025 in Computer Engineering | 0 comments

Data Structures and Abstract Data Types

A data structure is a specialized format for organizing, processing, and storing data in a computer so that it can be accessed and modified efficiently. Data structures are essential for managing large amounts of data and are fundamental to computer science and programming. They provide a way to manage data in a way that enables efficient algorithms to operate on that data.

Abstract Data Type (ADT) Explained

An Abstract Data Type (ADT) is a theoretical concept

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Mobile Communication Networks: Technologies and Protocols

Posted by on May 29, 2025 in Computer Engineering | 0 comments

Mobile Communication Challenges and Solutions

Basic Challenges of Mobile Communications and Solution Areas:

Challenges:

  1. Mobility: Mobile devices constantly change location, requiring seamless handovers between cell towers or base stations.
  2. Interference: Multiple devices sharing the same frequency spectrum can lead to signal interference.
  3. Attenuation and Fading: Radio channels can suffer from signal attenuation due to distance and obstacles, leading to signal fading.
  4. Bandwidth Limitations: Radio frequency
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Essential Java Concepts for Developers

Posted by on May 28, 2025 in Computer Engineering | 0 comments

Java Platform Portability

Java is well-known for its ability to run on any device or platform thanks to the “Write Once, Run Anywhere” (WORA) philosophy. This is made possible because Java code is compiled into bytecode that runs on the Java Virtual Machine (JVM) instead of being compiled directly into machine code specific to any system.

How Java Achieves Portability

  1. Java Compiler and Bytecode: When you write Java code, it’s compiled into bytecode, which is platform-independent. This bytecode is
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Essential Concepts in Computer Networking

Posted by on May 23, 2025 in Computer Engineering | 0 comments

Network Fundamentals & Data Communication

1. Understanding Computer Networks

  • A computer network is a collection of computers, servers, mainframes, network devices, and other resources that are connected together to share data and resources. Networks enable communication between devices, either locally (LAN) or over large distances (WAN).
  • Usage of Computer Networks:
    • Communication: Networks facilitate communication between computers, allowing users to send emails, chat, or transfer files over the
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Understanding Set Similarity, Spatial Search, and Graph Algorithms

Posted by on May 16, 2025 in Computer Engineering | 0 comments

# 📚 Beyond Set Similarity, Spatial Similarity Search, and Graph Algorithms — DS-GA 1004: Big Data


## 🕛 Key Topics
– Locality-sensitive hashing (LSH)
– Bags/multi-sets similarity
– Spatial similarity search (vector database)
– Cosine similarity and LSH
– Graph-based relevance: PageRank


# 1. Locality-Sensitive Hashing (LSH)


## 💡 Key Use Cases
– Search: Content relevance via query-document similarity.
– Recommendation: Personalization from feedback.
– Graph algorithms: Relevance from network structure.

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