The 5 Vs of Big Data Volume: The enormous amount of data collected, often measured in terabytes or petabytes.
amali46
3 views
8 slides
Sep 16, 2025
Slide 1 of 8
1
2
3
4
5
6
7
8
About This Presentation
The 5 Vs of Big Data
Volume: The enormous amount of data collected, often measured in terabytes or petabytes.
Velocity: The speed at which data is generated and processed, frequently in real-time.
Variety: The diversity of data types and formats, including structured, semi-structured, and unstruct...
The 5 Vs of Big Data
Volume: The enormous amount of data collected, often measured in terabytes or petabytes.
Velocity: The speed at which data is generated and processed, frequently in real-time.
Variety: The diversity of data types and formats, including structured, semi-structured, and unstructured data.
Veracity: The trustworthiness and accuracy of the data, which must be verified for quality.
Value: The ability to convert raw data into meaningful insights and actionable information.
Size: 33.72 KB
Language: en
Added: Sep 16, 2025
Slides: 8 pages
Slide Content
Data Storage & File Formats Program Studi Teknik Informatika Corporate Minimalist Deck
Learning Outcomes Memahami format data (CSV, JSON, Parquet, ORC) Menjelaskan konsep row vs columnar storage Mengimplementasikan partitioning & bucketing
Peta Konsep Sesi Format data utama Row vs Columnar
Teori Dasar CSV, JSON, Avro, Parquet, ORC
Analisa & Teknik Partitioning Compaction
Studi Kasus Optimasi query BI dengan Parquet
Update Tren 2025 Iceberg, Delta Lake
Ringkasan & Tugas Ringkasan format & tugas analisis file format