DataOps 和云之旅- Kunal Agarwa.pdf
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The DataOps Journey:
Beyond Observability
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Every company is a data company
Data Pipelines are creating strategic business advantages
and companies are depending on them more than ever before
Sold over 100M
Alexa virtual
assistants –
estimated to cover
at least 1 in 3 U.S.
households
Generate more
than 80% of
content views
through ML
recommendation
system
Increased booking
conversion rate by
~4% by modeling
likelihood of host
acceptance
Save ~100M
driving miles and
$350-400M per
year with ORION
route optimization
system
Reduced methane
emissions by 74%
and increased
production by 22%
in wells with Kelvin
sensor system
Earned ~$3B in
revenue in 2019
selling aggregated
data and analytics
services
of 39
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