aws lambda, wtf
TRANSCRIPT
Brent PayneHead of Machine Learning
@ Cursive Labs
I S E C R E T LY H AT E Y O U , A W S L A M B D A
AWS Lambda, WTF?
2
1.5 GB runtime memory space
60s runtime
6 MB Input
I S E C R E T LY H AT E Y O U , A W S L A M B D A
AWS Lambda, WTF?
3
L O G S C A L E R O C K S
AWS Lambda, WTF?
4
L O G S C A L E R O C K S
Runtime
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L O G S C A L E R O C K S
Runtime
Practically Everything
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C H U N K S I Z E B O U N D E D B Y R A R E E V E N T S
Maximum Runtime
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C H U N K S I Z E B O U N D E D B Y R A R E E V E N T S
Maximum Runtime
Haunts Me
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I N S M A L L B AT C H E S
Big Data
Photo: Jodie Wilson, https://www.flickr.com/photos/jumpyjodes/160552669/
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M O S T E F F I C I E N T S I Z E
Inefficient
6000 events
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M O S T E F F I C I E N T S I Z E , A C T U A L S I Z E
Inefficient
6000 events
2000 events
L A M B D A E X C E P T I O N A L C A S E H A N D L I N G
Lambda Waterfall
2000 event chunk
A W S A C T U A L LY R E C O M M E N D S T H I S
Lambda Waterfall
2000 event chunk
512 event chunks
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E L E P H A N T S A L L T H E W AY D O W N
Lambda Waterfall
2000 event chunk
512 event chunks
I hate you Lambda