http://wiki.huihoo.com/wiki/?action=history&feed=atom&title=Apache_Spark 2026-04-04T03:50:38Z 本wiki的该页面的版本历史 MediaWiki 1.19.2 http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=163268&oldid=prev 2022-04-20T00:10:57Z

<p>‎<span dir="auto"><span class="autocomment">图集</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2022年4月20日 (三) 00:10的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第102行：</td> <td colspan="2" class="diff-lineno">第102行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:Berkeley-Data-Analytics-Stack.png|伯克利数据分析堆栈BDAS</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:Berkeley-Data-Analytics-Stack.png|伯克利数据分析堆栈BDAS</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:baidu-spark-one.png|百度Spark One</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:baidu-spark-one.png|百度Spark One</div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">image:hadoop-vs-spark.png|Hadoop vs Spark</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">image:Spark-Streaming.png|Spark Streaming</ins></div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>&lt;/gallery&gt;</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>&lt;/gallery&gt;</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=151003&oldid=prev 2018-10-17T00:18:47Z

<p></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2018年10月17日 (三) 00:18的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第1行：</td> <td colspan="2" class="diff-lineno">第1行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>Apache Spark：新一代大数据解决方案</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>Apache Spark：新一代大数据解决方案</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>Spark 是用[[Scala]]语言编写的一套分布式内存计算系统，它的核心抽象模型是 RDD (Resilient Distributed Dataset，弹性分布式数据集)，围绕 RDD 构建了一系列分布式 API，可以直接对数据集进行分布式处理。</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">==简介==</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>Spark 是用[[Scala<ins class="diffchange diffchange-inline">]]和[[Java</ins>]]语言编写的一套分布式内存计算系统，它的核心抽象模型是 RDD (Resilient Distributed Dataset，弹性分布式数据集)，围绕 RDD 构建了一系列分布式 API，可以直接对数据集进行分布式处理。</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>相对于 [[MapReduce]] 上的批量计算、迭代计算，以及基于 [[Apache Hive]] 的 SQL 查询，Spark 可以带来一到两个数量级的性能提升。</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>相对于 [[MapReduce]] 上的批量计算、迭代计算，以及基于 [[Apache Hive]] 的 SQL 查询，Spark 可以带来一到两个数量级的性能提升。</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=150542&oldid=prev 2018-09-17T00:18:45Z

<p>‎<span dir="auto"><span class="autocomment">项目</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2018年9月17日 (一) 00:18的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第50行：</td> <td colspan="2" class="diff-lineno">第50行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==项目==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==项目==</div></td></tr> <tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[https://cwiki.apache.org/confluence/display/SPARK/Supplemental+Spark+Projects Spark的相关项目和生态系统: Supplemental Spark Projects]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">[https://github.com/awesome-spark/awesome-spark Awesome Spark] [[文件:awesome.png]]</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">*</ins>[https://cwiki.apache.org/confluence/display/SPARK/Supplemental+Spark+Projects Spark的相关项目和生态系统: Supplemental Spark Projects]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/spark-jobserver/spark-jobserver spark-jobserver]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/spark-jobserver/spark-jobserver spark-jobserver]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/amplab-extras/SparkR-pkg SparkR]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/amplab-extras/SparkR-pkg SparkR]</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=149684&oldid=prev 2018-04-28T17:15:26Z

<p>‎<span dir="auto"><span class="autocomment">Spark on HBase</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2018年4月28日 (六) 17:15的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第17行：</td> <td colspan="2" class="diff-lineno">第17行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==Spark on HBase==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==Spark on HBase==</div></td></tr> <tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[http://spark-packages.org/package/Huawei-Spark/Spark-SQL-on-HBase Spark SQL on HBase]: Spark SQL/DataFrame access to NoSQL data in [[Apache HBase]]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">*使用 [[HDFS]] 内存层实现 RDD 共享</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">*</ins>[http://spark-packages.org/package/Huawei-Spark/Spark-SQL-on-HBase Spark SQL on HBase]: Spark SQL/DataFrame access to NoSQL data in [[Apache HBase]]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==Spark on YARN==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==Spark on YARN==</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=147927&oldid=prev 2017-12-30T01:43:22Z

<p>‎<span dir="auto"><span class="autocomment">图集</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2017年12月30日 (六) 01:43的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第92行：</td> <td colspan="2" class="diff-lineno">第92行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==图集==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==图集==</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>&lt;gallery&gt;</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>&lt;gallery&gt;</div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">image:spark-runs-everywhere.png|Spark</ins></div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:spark-streaming-architecture.png|Streaming</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:spark-streaming-architecture.png|Streaming</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:Spark-Streaming-Cassandra-Kafka-and-Akka.png|堆栈</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>image:Spark-Streaming-Cassandra-Kafka-and-Akka.png|堆栈</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=144205&oldid=prev 2017-06-28T01:58:24Z

<p>‎<span dir="auto"><span class="autocomment">用户</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2017年6月28日 (三) 01:58的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第72行：</td> <td colspan="2" class="diff-lineno">第72行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==用户==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==用户==</div></td></tr> <tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>[https://cwiki.apache.org/confluence/display/SPARK/Powered+By+Spark Powered By Spark]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">*</ins>[https://cwiki.apache.org/confluence/display/SPARK/Powered+By+Spark Powered By Spark<ins class="diffchange diffchange-inline">]</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins class="diffchange diffchange-inline">*[https://zhuanlan.zhihu.com/p/27538270 60 TB 数据：Facebook 是如何大规模使用 Apache Spark 的</ins>]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==课程==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==课程==</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=144186&oldid=prev 2017-06-26T15:39:21Z

<p>‎<span dir="auto"><span class="autocomment">机器学习</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2017年6月26日 (一) 15:39的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第39行：</td> <td colspan="2" class="diff-lineno">第39行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/ariskk/distributedWekaSpark Weka on Spark]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/ariskk/distributedWekaSpark Weka on Spark]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/amplab/keystone KeystoneML]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/amplab/keystone KeystoneML]</div></td></tr> <tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>*[<del class="diffchange diffchange-inline">https://github.com/amplab/SparkNet </del>SparkNet]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>*[<ins class="diffchange diffchange-inline">[</ins>SparkNet<ins class="diffchange diffchange-inline">]</ins>]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/gingsmith/cocoa CoCoA]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/gingsmith/cocoa CoCoA]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/zhangyuc/splash Splash Project for parallel stochastic learning]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/zhangyuc/splash Splash Project for parallel stochastic learning]</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=144000&oldid=prev 2017-06-12T09:16:54Z

<p>‎<span dir="auto"><span class="autocomment">机器学习</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2017年6月12日 (一) 09:16的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第44行：</td> <td colspan="2" class="diff-lineno">第44行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Deeplearning4j]]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[Deeplearning4j]]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[H2O]] Spark</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[H2O]] Spark</div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[https://github.com/yahoo/TensorFlowOnSpark TensorFlowOnSpark]</ins></div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*Yahoo [https://github.com/yahoo/CaffeOnSpark CaffeOnSpark]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*Yahoo [https://github.com/yahoo/CaffeOnSpark CaffeOnSpark]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://arimo.com/machine-learning/deep-learning/2016/arimo-distributed-tensorflow-on-spark/ Arimo Tensorflow On Spark]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://arimo.com/machine-learning/deep-learning/2016/arimo-distributed-tensorflow-on-spark/ Arimo Tensorflow On Spark]</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=143412&oldid=prev 2017-04-26T05:10:17Z

<p>‎<span dir="auto"><span class="autocomment">机器学习</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2017年4月26日 (三) 05:10的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第42行：</td> <td colspan="2" class="diff-lineno">第42行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/gingsmith/cocoa CoCoA]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/gingsmith/cocoa CoCoA]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/zhangyuc/splash Splash Project for parallel stochastic learning]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/zhangyuc/splash Splash Project for parallel stochastic learning]</div></td></tr> <tr><td class='diff-marker'>−</td><td style="background: #ffa; color:black; font-size: smaller;"><div>*[[<del class="diffchange diffchange-inline">DeepLearning4j</del>]]</div></td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div>*[[<ins class="diffchange diffchange-inline">Deeplearning4j</ins>]]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[H2O]] Spark</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[[H2O]] Spark</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*Yahoo [https://github.com/yahoo/CaffeOnSpark CaffeOnSpark]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*Yahoo [https://github.com/yahoo/CaffeOnSpark CaffeOnSpark]</div></td></tr> </table>

Allen http://wiki.huihoo.com/wiki/?title=Apache_Spark&diff=143411&oldid=prev 2017-04-26T04:14:32Z

<p>‎<span dir="auto"><span class="autocomment">机器学习</span></span></p> <table class='diff diff-contentalign-left'> <col class='diff-marker' /> <col class='diff-content' /> <col class='diff-marker' /> <col class='diff-content' /> <tr valign='top'> <td colspan='2' style="background-color: white; color:black;">←上一版本</td> <td colspan='2' style="background-color: white; color:black;">2017年4月26日 (三) 04:14的版本</td> </tr><tr><td colspan="2" class="diff-lineno">第42行：</td> <td colspan="2" class="diff-lineno">第42行：</td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/gingsmith/cocoa CoCoA]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/gingsmith/cocoa CoCoA]</div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/zhangyuc/splash Splash Project for parallel stochastic learning]</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>*[https://github.com/zhangyuc/splash Splash Project for parallel stochastic learning]</div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[DeepLearning4j]]</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[[H2O]] Spark</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*Yahoo [https://github.com/yahoo/CaffeOnSpark CaffeOnSpark]</ins></div></td></tr> <tr><td colspan="2">&#160;</td><td class='diff-marker'>+</td><td style="background: #cfc; color:black; font-size: smaller;"><div><ins style="color: red; font-weight: bold; text-decoration: none;">*[https://arimo.com/machine-learning/deep-learning/2016/arimo-distributed-tensorflow-on-spark/ Arimo Tensorflow On Spark]</ins></div></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"></td></tr> <tr><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==项目==</div></td><td class='diff-marker'>&#160;</td><td style="background: #eee; color:black; font-size: smaller;"><div>==项目==</div></td></tr> </table>

Allen