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Lambda architecture

Lambda architecture is a data-processing architecture designed to handle massive quantities of data by taking advantage of both batch and stream-processing methods. This approach to architecture attempts to balance latency, throughput, and fault-tolerance by using batch processing to provide comprehensive and accurate views of batch data, while…

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Overview

Data-processingBatchStream-processingLatencyThroughput
30 related topics

Lambda architecture in use

DruidYahooApache HadoopNetflix
4 related topics

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Lambda architecture in use

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Lambda architecture

Nodes37
Edges36
Triples19
Avg. degree1.95
Density0.054054
Components1

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Lambda architecture

Top relations

related to Lambda architecture in use · 6
Lambda architecture → Apache Hadoop, Apache Storm, Druid, For, Metamarkets, Yahoo
related to overview · 6
Lambda architecture → CAP, How, Lambda, Nathan Marz, The, This
related to Criticism and alternatives · 3
Lambda architecture → Criticism, The, Yet
is a · 1
Lambda architecture → data-processing architecture designed to handle massive quantities of data by taking advantage of both batch and stream-processing methods

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Important terminology

data batch architecture layer processing lambda views real-time latency serving apache speed output handle approach using provide may analytics system

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Lambda architectureis adata-processing architecture designed to handle massive quantities of data by taking advantage of both batch and stream-processing methods0.90text
partial computationinstance ofand techniques0.80text
resource-usage optimizations can effectively help lower latencyinstance ofand techniques0.80text
Apache Samza could provide some of the same benefits as batch processing without the latencyinstance ofit was noted that using a flexible streaming framework0.80text
Lambda architecturerelated to Criticism and alternativesCriticism0.60section
Lambda architecturerelated to Criticism and alternativesThe0.60section
Lambda architecturerelated to Criticism and alternativesYet0.60section
Lambda architecturerelated to Lambda architecture in useMetamarkets0.60section
Lambda architecturerelated to Lambda architecture in useDruid0.60section
Lambda architecturerelated to Lambda architecture in useFor0.60section
Lambda architecturerelated to Lambda architecture in useYahoo0.60section
Lambda architecturerelated to Lambda architecture in useApache Storm0.60section

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