Autobuild (#145)

* Autobuild

* restore files
diff --git a/druid-powered.html b/druid-powered.html
index bd08472..51f7afc 100644
--- a/druid-powered.html
+++ b/druid-powered.html
@@ -172,6 +172,10 @@
 and hundreds batch indexing jobs on daily basis.
 It&#39;s a pleasure to work with Druid, extraordinarily efficient and exceptionally stable platform with vibrant community.</p>
 
+<h2 id="alphaa-ai">Alphaa AI</h2>
+
+<p>We leverage Apache Druid in conjunction with the Alphaa AI Super AI NLP Engine to implement Natural Language Query on billions of rows of data for Alphaa Cloud customers.</p>
+
 <h2 id="amobee">Amobee</h2>
 
 <p>Today’s consumers move across screens with ease. But advertisers and media companies alike struggle to unify audiences and optimize media investment. Only <a href="https://www.amobee.com/">Amobee</a> brings it all together. We give you the power to bridge these silos with end-to-end solutions that help brands, agencies, and media companies optimize the consumer experience across linear TV, connected TV and digital, including social. You are in control, finding the audiences you seek and getting the performance that you need to drive meaningful results for your business. Our loyal customers have achieved dramatic performance improvements and efficiencies by holistically optimizing their full portfolio of media against strategic, in-market audiences. Together, these beloved household brands and premium media providers have made Amobee a world leading advertising &amp; premium media management platform. Why? Like us, they believe that when all media investment can be mapped to business outcomes, everyone wins -- including the consumer.</p>
@@ -652,6 +656,10 @@
 
 <p><a href="https://www.nodex.co.uk">Nodex</a> uses Druid in its real time analytics pipeline to deliver insights and analytics across a wide range of recruitment CRM software, Job boards and recruitment career portals. We ingest large amounts of data and needed something capable of real time metrics to offer KPI&#39;s to our clients to allow them to make better business decisions based on actual usage data.</p>
 
+<h2 id="noon">Noon</h2>
+
+<p>At Noon – The Social Learning Platform, on a daily basis we process close to 100M audio and sketch samples from more than 80K students to help measure the voice and sketch quality of our online classrooms. We built a real time analytics platform on Apache Druid and Apache Flink to provide realtime feedback on classroom quality &amp; engagement metrics. </p>
+
 <h2 id="ntt-com">NTT Com</h2>
 
 <ul>
@@ -845,6 +853,7 @@
 
 <ul>
 <li><a href="https://www.singular.net/singular-app-roi-analytics/">How Singular Delivers Blazing Fast App Analytics</a></li>
+<li><a href="https://singular-engineering-blog.medium.com/achieving-fast-upserts-for-apache-druid-db6c33fba466">Achieving fast upserts for Apache Druid</a></li>
 </ul>
 
 <h2 id="sk-telecom">SK Telecom</h2>
diff --git a/index.html b/index.html
index aa3416b..b2055a9 100644
--- a/index.html
+++ b/index.html
@@ -221,40 +221,6 @@
   <div class="event">
     <div class="mini-cal">
       <div class="date-month">
-        Oct
-      </div>
-      <div class="date-day">
-        26
-      </div>
-    </div>
-    <p>
-      <a href="https://www.meetup.com/druidio/events/281360443/">
-        <span class ="title">October Apache Druid Office Hours</span><br>
-        <span class="text-muted">Bay Area Apache Druid Meetup</span>
-      </a>
-    </p>
-  </div>
-  
-  <div class="event">
-    <div class="mini-cal">
-      <div class="date-month">
-        Oct
-      </div>
-      <div class="date-day">
-        28
-      </div>
-    </div>
-    <p>
-      <a href="https://www.meetup.com/bigdata-ai-milano/events/281244276/">
-        <span class ="title">Data in the Fast Lane</span><br>
-        <span class="text-muted">Big Data & AI Milano</span>
-      </a>
-    </p>
-  </div>
-  
-  <div class="event">
-    <div class="mini-cal">
-      <div class="date-month">
         Nov
       </div>
       <div class="date-day">
@@ -269,6 +235,91 @@
     </p>
   </div>
   
+  <div class="event">
+    <div class="mini-cal">
+      <div class="date-month">
+        Nov
+      </div>
+      <div class="date-day">
+         9
+      </div>
+    </div>
+    <p>
+      <a href="https://www.meetup.com/Apache-Druid-London/events/281507217/">
+        <span class ="title">Apache Druid® Basics training in London</span><br>
+        <span class="text-muted">The Imply Accreditation Program</span>
+      </a>
+    </p>
+  </div>
+  
+  <div class="event">
+    <div class="mini-cal">
+      <div class="date-month">
+        Nov
+      </div>
+      <div class="date-day">
+         9
+      </div>
+    </div>
+    <p>
+      <a href="https://www.meetup.com/Apache-Druid-London/events/281507996/">
+        <span class ="title">Druid Summit 2021 Watch Party in London</span><br>
+        <span class="text-muted">London Apache Druid Meetup</span>
+      </a>
+    </p>
+  </div>
+  
+  <div class="event">
+    <div class="mini-cal">
+      <div class="date-month">
+        Nov
+      </div>
+      <div class="date-day">
+         9
+      </div>
+    </div>
+    <p>
+      <a href="https://www.meetup.com/Paris-Apache-Druid-Meetup-by-Imply/events/281508400/">
+        <span class ="title">Apache Druid® Basics training in Paris</span><br>
+        <span class="text-muted">The Imply Accreditation Program</span>
+      </a>
+    </p>
+  </div>
+  
+  <div class="event">
+    <div class="mini-cal">
+      <div class="date-month">
+        Nov
+      </div>
+      <div class="date-day">
+         9
+      </div>
+    </div>
+    <p>
+      <a href="https://www.meetup.com/Paris-Apache-Druid-Meetup-by-Imply/events/281509996/">
+        <span class ="title">Druid Summit 2021 Watch Party in Paris</span><br>
+        <span class="text-muted">Paris Apache Druid Meetup</span>
+      </a>
+    </p>
+  </div>
+  
+  <div class="event">
+    <div class="mini-cal">
+      <div class="date-month">
+        Feb
+      </div>
+      <div class="date-day">
+         2
+      </div>
+    </div>
+    <p>
+      <a href="https://www.meetup.com/St-Louis-Big-Data-IDEA/events/281070114/">
+        <span class ="title">Some Like it Hot: Choosing a System for Large-Scale Data Analysis</span><br>
+        <span class="text-muted">STL Big Data</span>
+      </a>
+    </p>
+  </div>
+  
   <a class="btn btn-default btn-xs" href="https://www.meetup.com/topics/apache-druid/">Join a Druid Meetup!</a>
 </div>
 
@@ -280,6 +331,15 @@
   </h3>
   
   <p>
+    <a href="https://blog.hellmar-becker.de/2021/09/25/multivalue-dimensions-in-apache-druid-part-3/">
+      <span class="title">Multi-Value Dimensions in Apache Druid (Part 3)</span><br>
+      <span class="text-muted">Hellmar Becker - </span>
+      <span class="text-muted">Imply</span><br>
+      <span class="text-muted">Sep 25 2021</span>
+    </a>
+  </p>
+  
+  <p>
     <a href="https://vijay-narayanan-bigdata.medium.com/anomaly-detection-using-druid-and-imply-pivot-d6cd5bf158db">
       <span class="title">Anomaly detection using Druid and Imply Pivot</span><br>
       <span class="text-muted">Vijay Narayanan - </span>
@@ -315,15 +375,6 @@
     </a>
   </p>
   
-  <p>
-    <a href="https://youtu.be/dOBb0IOdsnU">
-      <span class="title">Funnel Analysis with Spark, Druid and DataSketches</span><br>
-      <span class="text-muted">Itai Yaffe, Yakir Buskila - </span>
-      <span class="text-muted">Databricks Data and AI Summit 2021</span><br>
-      <span class="text-muted">Aug  9 2021</span>
-    </a>
-  </p>
-  
 </div>
       <div class="bottom-news">
         <link rel="stylesheet" href="/css/news-list.css">