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	<title>Unbound DNA &#187; Lynn Langit</title>
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		<title>Google Cloud Data Pipeline Patterns</title>
		<link>https://craigsmith.id.au/2017/05/05/google-cloud-data-pipeline-patterns/</link>
		<comments>https://craigsmith.id.au/2017/05/05/google-cloud-data-pipeline-patterns/#comments</comments>
		<pubDate>Fri, 05 May 2017 06:13:39 +0000</pubDate>
		<dc:creator><![CDATA[Craig Smith]]></dc:creator>
				<category><![CDATA[Big Data]]></category>
		<category><![CDATA[Development]]></category>
		<category><![CDATA[Google Cloud]]></category>
		<category><![CDATA[Lynn Langit]]></category>
		<category><![CDATA[YOW!]]></category>
		<category><![CDATA[YOW! Nights]]></category>

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		<description><![CDATA[At the recent YOW! Night in Brisbane (as well and Sydney and Melbourne), Lynn Langit, and independent software consultant and cloud expert presented&#160;&#8220;Google Cloud Data Pipeline Patterns&#8221;. &#160;It was great to meet her, here are my notes from the event: Storage is so simple you don&#8217;t need to think about it &#8211; data lake architecture &#8230; <a href="https://craigsmith.id.au/2017/05/05/google-cloud-data-pipeline-patterns/">Continue reading <span>Google Cloud Data Pipeline&#160;Patterns</span></a><img alt="" border="0" src="https://pixel.wp.com/b.gif?host=craigsmith.id.au&#38;blog=1253279&#38;post=2190&#38;subd=cds43&#38;ref=&#38;feed=1" width="1" height="1">]]></description>
				<content:encoded><![CDATA[<p><a href="https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png"><img data-attachment-id="1949" data-permalink="https://craigsmith.id.au/2016/03/29/martin-fowler-on-microservices-event-sourcing-and-infrastructure-as-code/yow-nights_logo_stacked/" data-orig-file="https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png" data-orig-size="1048,600" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="YOW-Nights_Logo_stacked" data-image-description="" data-medium-file="https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png?w=300&#038;h=172" data-large-file="https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png?w=676" class="alignright wp-image-1949 size-medium" src="https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png?w=300&#038;h=172" alt="" width="300" height="172" srcset="https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png?w=300&amp;h=172 300w, https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png?w=600&amp;h=344 600w, https://cds43.files.wordpress.com/2016/04/yow-nights_logo_stacked.png?w=150&amp;h=86 150w" sizes="(max-width: 300px) 100vw, 300px" /></a>At the recent <a href="https://www.eventbrite.com.au/e/yow-night-2017-brisbane-lynn-langit-feb-20-tickets-30913155079">YOW! Night in Brisbane</a> (as well and Sydney and Melbourne), <a href="https://lynnlangit.com/">Lynn Langit</a>, and independent software consultant and cloud expert presented “Google Cloud Data Pipeline Patterns&#8221;.  It was great to meet her, here are my notes from the event:</p>
<p><img class="alignnone size-full" src="https://lh3.googleusercontent.com/pP_3hTYTrz15EpYdTfdL_sqFkuAjfE9rvIVgsm-U1DLQrXXC4VCZJaX5yUnjDwYEBDqL9cDUxGyoe7lsUjJIk76AWb7dGdVu7FFj199Y-iD0zXX7YoFIQr8Wg9zlfnTnUJjTkiKO59SNDsSJP13_UGJw3ZnwYO97HH9FTqQbaCVYne5a4-bCqnwtSSFnkFGmVOM9h1MzXJXpuXp_CEAuX9Rp8rxsjWXROEm-0BhcdoTp3Yv9WQYCGJgg4VZ-JJe36Htja01tDvT0QHZ7LpMpCMGan35ZvRa0vTYxuumRRcZRhFTvlJUpAEglbvy7ZMLJtsetQYtZCJUPjmZR6ODzb6Kpv_-2rwaZHRIRLvNxN2PRL4nXXzD9hfJMmLNU3zPoEKZKXVsgHkBYlN7CCCWmo7SSajxOpEmyI1MPXdVa-LupZvFRkIXjbrkIFG35bbBTDEjGHV8gUzcn1IC3kdDYfQwfniMpbxIPH9TiiAYi2WanVDZByvEhnw9FVsHc3r5FqYG2XVtQS1uiEj4HTigNfA1NQCpN9WgFkFXpeD7p0mDZeI6-wo5fkgHNsY3xQvOtJqWzNjm8IaHHdOwKvLLZREUZ9-smVSSez9hVCd5z3EZwhlzA=w1745-h1309-no" alt="Lynn Langit" width="1745" height="1309" /></p>
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<ul>
<li>Storage is so simple you don&#8217;t need to think about it &#8211; data lake architecture</li>
<li>Simply select how much memory and how many cores and it computes the cost</li>
<li>Google is quick because they are laying their own fibre and using their own infrastructure &#8211; less than a minute to spin up a VM, with no local data centre</li>
<li><a href="https://chrome.google.com/webstore/detail/chrome-remote-desktop/gbchcmhmhahfdphkhkmpfmihenigjmpp">Chrome has a RDP client</a> &#8211; who knew</li>
<li>Google philosophy is you shouldn&#8217;t have to hire someone to manage the pricing</li>
<li>Bioinformatics is new to the cloud and they are in great need of engineers, Google is having a stab at a <a href="https://cloud.google.com/genomics/reference/rest/">genomics API</a></li>
<li><a href="https://cloud.google.com/bigquery/">BigQuery</a> is NoOps, has been evolved to be a data warehouse, with no servers,</li>
<li>Big Relational if you just want SQL, <a href="https://aws.amazon.com/rds/aurora/details/">Amazon Aurora</a> is the fastest growing cloud database, Google has released <a href="https://cloud.google.com/spanner/">Cloud Spanner</a>, first database to truly meet CAP theory</li>
<li>BigQuery is column store, Cloud Spanner is OLTP</li>
<li><a href="http://mqtt.org/">MQTT</a> seems to be coming the defacto standard for IoT</li>
<li>IoT uses<a href="https://cloud.google.com/bigtable/"> BigTable</a> first and BigQuery second in Google reference architectures, because it is cheaper</li>
<li>Python is the emerging ML language for some reason</li>
<li><a href="http://teachingkidsprogramming.org/">Teaching Kids Programming</a></li>
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