Author: matei
Date: Sat Jul 18 17:16:22 2015
New Revision: 1691756
URL: http://svn.apache.org/r1691756
Log:
Updates to documentation and research pages
Modified:
spark/documentation.md
spark/research.md
spark/site/documentation.html
spark/site/research.html
Modified: spark/documentation.md
URL:
http://svn.apache.org/viewvc/spark/documentation.md?rev=1691756&r1=1691755&r2=1691756&view=diff
==============================================================================
--- spark/documentation.md (original)
+++ spark/documentation.md Sat Jul 18 17:16:22 2015
@@ -143,7 +143,7 @@ Slides, videos and EC2-based exercises f
<li><a href="http://www.manning.com/bonaci/";>Spark in Action</a>, by Marko
Bonaci and Petar Zecevic (Manning)</li>
<li><a href="http://shop.oreilly.com/product/0636920035091.do";>Advanced
Analytics with Spark</a>, by Sandy Ryza, Uri Laserson, Sean Owen and Josh Wills
(O'Reilly Media)</li>
<li><a href="http://manning.com/malak/";>Spark GraphX in Action</a>, by
Michael Malak (Manning)</li>
- <li><a
href="http://www.packtpub.com/fast-data-processing-with-spark/book";>Fast Data
Processing with Spark</a>, by Holden Karau (Packt Publishing)</li>
+ <li><a
href="https://www.packtpub.com/big-data-and-business-intelligence/fast-data-processing-spark-second-edition";>Fast
Data Processing with Spark</a>, by Holden Karau (Packt Publishing)</li>
</ul>
<h3>Examples</h3>
@@ -169,20 +169,26 @@ The following papers have been published
<ul>
<li>
- <a
href="http://www.eecs.berkeley.edu/Pubs/TechRpts/2012/EECS-2012-214.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold Xin, Joshua Rosen, Matei Zaharia,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>Technical Report
UCB/EECS-2012-214</em>. November 2012.
+ <a
href="http://people.csail.mit.edu/matei/papers/2015/sigmod_spark_sql.pdf";>Spark
SQL: Relational Data Processing in Spark</a>. Michael Armbrust, Reynold S. Xin,
Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer
Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia. <em>SIGMOD 2015</em>.
June 2015.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
+ <a
href="https://amplab.cs.berkeley.edu/wp-content/uploads/2014/02/graphx.pdf";>GraphX:
Unifying Data-Parallel and Graph-Parallel Analytics</a>. Reynold S. Xin,
Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion
Stoica. <em>OSDI 2014</em>. October 2014.
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf";>Discretized
Streams: Fault-Tolerant Streaming Computation at Scale</a>. Matei Zaharia,
Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica. <em>SOSP
2013</em>. November 2013.
+ </li>
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sigmod_shark.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold S. Xin, Joshua Rosen, Matei
Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica. <em>SIGMOD 2013</em>.
June 2013.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Haoyuan Li, Scott Shenker,
Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b> and <b>Honorable
Mention for Community Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold S. Xin, Matei Zaharia, Haoyuan Li, Scott
Shenker, Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2011/tr_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>Technical Report UCB/EECS-2011-82</em>. July 2011.</li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b>.
+ </li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
+ <a
href="http://people.csail.mit.edu/matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
</li>
</ul>
Modified: spark/research.md
URL:
http://svn.apache.org/viewvc/spark/research.md?rev=1691756&r1=1691755&r2=1691756&view=diff
==============================================================================
--- spark/research.md (original)
+++ spark/research.md Sat Jul 18 17:16:22 2015
@@ -34,21 +34,26 @@ Spark offers an abstraction called <a hr
<ul>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2013/sosp_spark_streaming.pdf";>Discretized
Streams: Fault-Tolerant Streaming Computation at Scale</a>. Matei Zaharia,
Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica. <em>SOSP
2013</em>. November 2013.
+ <a
href="http://people.csail.mit.edu/matei/papers/2015/sigmod_spark_sql.pdf";>Spark
SQL: Relational Data Processing in Spark</a>. Michael Armbrust, Reynold S. Xin,
Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer
Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia. <em>SIGMOD 2015</em>.
June 2015.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2013/sigmod_shark.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold Xin, Joshua Rosen, Matei Zaharia,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>SIGMOD 2013</em>. June 2013.
+ <a
href="https://amplab.cs.berkeley.edu/wp-content/uploads/2014/02/graphx.pdf";>GraphX:
Unifying Data-Parallel and Graph-Parallel Analytics</a>. Reynold S. Xin,
Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion
Stoica. <em>OSDI 2014</em>. October 2014.
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf";>Discretized
Streams: Fault-Tolerant Streaming Computation at Scale</a>. Matei Zaharia,
Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica. <em>SOSP
2013</em>. November 2013.
+ </li>
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sigmod_shark.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold S. Xin, Joshua Rosen, Matei
Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica. <em>SIGMOD 2013</em>.
June 2013.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Haoyuan Li, Scott Shenker,
Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold S. Xin, Matei Zaharia, Haoyuan Li, Scott
Shenker, Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b> and <b>Honorable
Mention for Community Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b>.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
+ <a
href="http://people.csail.mit.edu/matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
</li>
</ul>
Modified: spark/site/documentation.html
URL:
http://svn.apache.org/viewvc/spark/site/documentation.html?rev=1691756&r1=1691755&r2=1691756&view=diff
==============================================================================
--- spark/site/documentation.html (original)
+++ spark/site/documentation.html Sat Jul 18 17:16:22 2015
@@ -301,7 +301,7 @@ Slides, videos and EC2-based exercises f
<li><a href="http://www.manning.com/bonaci/";>Spark in Action</a>, by Marko
Bonaci and Petar Zecevic (Manning)</li>
<li><a href="http://shop.oreilly.com/product/0636920035091.do";>Advanced
Analytics with Spark</a>, by Sandy Ryza, Uri Laserson, Sean Owen and Josh Wills
(O'Reilly Media)</li>
<li><a href="http://manning.com/malak/";>Spark GraphX in Action</a>, by
Michael Malak (Manning)</li>
- <li><a
href="http://www.packtpub.com/fast-data-processing-with-spark/book";>Fast Data
Processing with Spark</a>, by Holden Karau (Packt Publishing)</li>
+ <li><a
href="https://www.packtpub.com/big-data-and-business-intelligence/fast-data-processing-spark-second-edition";>Fast
Data Processing with Spark</a>, by Holden Karau (Packt Publishing)</li>
</ul>
<h3>Examples</h3>
@@ -327,23 +327,30 @@ The following papers have been published
<ul>
<li>
- <a
href="http://www.eecs.berkeley.edu/Pubs/TechRpts/2012/EECS-2012-214.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold Xin, Joshua Rosen, Matei Zaharia,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>Technical Report
UCB/EECS-2012-214</em>. November 2012.
+ <a
href="http://people.csail.mit.edu/matei/papers/2015/sigmod_spark_sql.pdf";>Spark
SQL: Relational Data Processing in Spark</a>. Michael Armbrust, Reynold S. Xin,
Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer
Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia. <em>SIGMOD 2015</em>.
June 2015.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
+ <a
href="https://amplab.cs.berkeley.edu/wp-content/uploads/2014/02/graphx.pdf";>GraphX:
Unifying Data-Parallel and Graph-Parallel Analytics</a>. Reynold S. Xin,
Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion
Stoica. <em>OSDI 2014</em>. October 2014.
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf";>Discretized
Streams: Fault-Tolerant Streaming Computation at Scale</a>. Matei Zaharia,
Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica. <em>SOSP
2013</em>. November 2013.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Haoyuan Li, Scott Shenker,
Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sigmod_shark.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold S. Xin, Joshua Rosen, Matei
Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica. <em>SIGMOD 2013</em>.
June 2013.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b> and <b>Honorable
Mention for Community Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2011/tr_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>Technical Report UCB/EECS-2011-82</em>. July 2011.</li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold S. Xin, Matei Zaharia, Haoyuan Li, Scott
Shenker, Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
+ </li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b>.
</li>
-</ul>
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
+ </li>
+
+</li></ul>
</div>
</div>
Modified: spark/site/research.html
URL:
http://svn.apache.org/viewvc/spark/site/research.html?rev=1691756&r1=1691755&r2=1691756&view=diff
==============================================================================
--- spark/site/research.html (original)
+++ spark/site/research.html Sat Jul 18 17:16:22 2015
@@ -195,24 +195,30 @@ Spark offers an abstraction called <a hr
<ul>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2013/sosp_spark_streaming.pdf";>Discretized
Streams: Fault-Tolerant Streaming Computation at Scale</a>. Matei Zaharia,
Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica. <em>SOSP
2013</em>. November 2013.
+ <a
href="http://people.csail.mit.edu/matei/papers/2015/sigmod_spark_sql.pdf";>Spark
SQL: Relational Data Processing in Spark</a>. Michael Armbrust, Reynold S. Xin,
Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer
Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia. <em>SIGMOD 2015</em>.
June 2015.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2013/sigmod_shark.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold Xin, Joshua Rosen, Matei Zaharia,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>SIGMOD 2013</em>. June 2013.
+ <a
href="https://amplab.cs.berkeley.edu/wp-content/uploads/2014/02/graphx.pdf";>GraphX:
Unifying Data-Parallel and Graph-Parallel Analytics</a>. Reynold S. Xin,
Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion
Stoica. <em>OSDI 2014</em>. October 2014.
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf";>Discretized
Streams: Fault-Tolerant Streaming Computation at Scale</a>. Matei Zaharia,
Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica. <em>SOSP
2013</em>. November 2013.
+ </li>
+ <li>
+ <a
href="http://people.csail.mit.edu/matei/papers/2013/sigmod_shark.pdf";>Shark:
SQL and Rich Analytics at Scale</a>. Reynold S. Xin, Joshua Rosen, Matei
Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica. <em>SIGMOD 2013</em>.
June 2013.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/hotcloud_spark_streaming.pdf";>Discretized
Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large
Clusters</a>. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion
Stoica. <em>HotCloud 2012</em>. June 2012.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Haoyuan Li, Scott Shenker,
Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/sigmod_shark_demo.pdf";>Shark:
Fast Data Analysis Using Coarse-grained Distributed Memory</a> (demo). Cliff
Engle, Antonio Lupher, Reynold S. Xin, Matei Zaharia, Haoyuan Li, Scott
Shenker, Ion Stoica. <em>SIGMOD 2012</em>. May 2012. <b>Best Demo Award</b>.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b> and <b>Honorable
Mention for Community Award</b>.
+ <a
href="http://people.csail.mit.edu/matei/papers/2012/nsdi_spark.pdf";>Resilient
Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster
Computing</a>. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave,
Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica.
<em>NSDI 2012</em>. April 2012. <b>Best Paper Award</b>.
</li>
<li>
- <a
href="http://www.cs.berkeley.edu/~matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
+ <a
href="http://people.csail.mit.edu/matei/papers/2010/hotcloud_spark.pdf";>Spark:
Cluster Computing with Working Sets</a>. Matei Zaharia, Mosharaf Chowdhury,
Michael J. Franklin, Scott Shenker, Ion Stoica. <em>HotCloud 2010</em>. June
2010.
</li>
-</ul>
+
+</li></ul>
</div>
</div>
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