Lambda Architecture for High Data Volume and Fast Business Response
summary
Presents a Lambda architecture pattern for handling very large data volumes while providing fast, near-real-time business responses. Describes using ingestion and analysis tools with the Hadoop ecosystem plus ElasticSearch and Kibana for querying and visualization to meet both real-time and deep-analytics needs.
AI-written summary · about
chapters (7)
- 0:00Start
- 11:47Trend: Intelligent Applications
- 16:26Architecture Principles - Big Data
- 20:13Simplified Processing Model
- 27:53Big Data Architecture
- 33:33Demo - Metal Parts Factory
- 34:05Proposed Architecture
related talks
52mLambda Architecture for Real-Time Analytics — Risks and Benefits
53mNoLambda: A new architecture combining streaming, ad hoc, machine...
48mLambda Architecture with Apache Spark
39mDeploying Batch and Streaming Architectures on AWS
34mDesigning Data Intensive Applications In Serverless Architecture
48mAn Evolution of Data Architectures - Lambda, Kappa, Delta, Mesh & Fabric
45mModern Data Architecture
44mWhat's the Best Big Data Architecture for You?