Item #:
266835943
Data Engineering im großen Stil: Belastbare Pipelines, Lakehouses und Streaming-Systeme entwerfen, die dem Produktivbetrieb wirklich standhalten
Item #:
266835943
XCD 86
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Product Details
- Ein Datensystem für den lokalen Rechner zu entwerfen, ist einfach. Pipelines zu bauen, die Terabytes an Informationen verarbeiten, unvorhersehbare Netzwerkausfälle überstehen und strenge Budgets einhalten, stellt eine völlig andere Herausforderung dar.Data Engineering im großen Stil lehrt Sie, produktionsreife Architekturen auf der Grundlage von drei unverhandelbaren Prinzipien zu konstruieren: Genauigkeit, Beobachtbarkeit und Kostenkontrolle. Anstatt sich auf kurzfristige Trends zu konzentrieren, schlüsselt dieser Leitfaden die Mechanik hinter verteilter Verarbeitung und skalierbarem Speicher auf. Sie lernen, wie Sie Idempotenz anwenden, um Datenduplizierung zu verhindern, wie Sie spät eintreffende Ereignisse verwalten und historische Neuberechnungen durchführen, ohne Ihre Analysen zu verfälschen.Der Text analysiert die interne Funktionsweise offener Tabellenformate wie Apache Iceberg und Delta Lake und zeigt, wie diese ACID-Transaktionen in Ihre Data Lakes bringen. Sie werden außerdem verstehen, wie Sie Ungleichgewichte (Data Skew) in verteilten Shuffles diagnostizieren und beheben, Ihren Speicher für analytische Abfragen optimieren und technische Entscheidungen mit finanziellen Vorgaben in Einklang bringen. Ob Sie Apache Spark, Flink oder Kafka nutzen – dieses Buch liefert Ihnen die operativen Frameworks, um widerstandsfähige Datenplattformen zu bauen.In diesem Buch lernen Sie:• Idempotente Sinks zu entwerfen und Exactly-Once-Semantik zu steuern.• Kosteneffiziente Speicherarchitekturen mit Parquet und ORC aufzubauen.• Data Skew zu minimieren und verteilte Joins zu optimieren.• CI/CD, Orchestrierung und Datenqualitätstests zu automatisieren.• Zwischen Batch- und Streaming-Architekturen anhand des tatsächlichen Geschäftswerts abzuwägen.Erweitern Sie Ihre technischen Fähigkeiten und bauen Sie Datensysteme, die dem Härtetest der Produktion standhalten.
| Publisher | Independently published |
| Publication date | 21 Sept. 2026 |
| Language | German |
| Print length | 185 pages |
| ISBN-13 | 979-8176188608 |
| Item weight | 426 g |
| Dimensions | 17.78 x 1.07 x 25.4 cm |
Product Description
Data Engineering im großen Stil: Belastbare Pipelines, Lakehouses und Streaming-Systeme entwerfen, die dem Produktivbetrieb wirklich standhalten
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XCD 86
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