Modified: incubator/reef/site/introduction.html URL: http://svn.apache.org/viewvc/incubator/reef/site/introduction.html?rev=1660305&r1=1660304&r2=1660305&view=diff ============================================================================== --- incubator/reef/site/introduction.html (original) +++ incubator/reef/site/introduction.html Tue Feb 17 07:02:52 2015 @@ -1,392 +1,407 @@ -<!DOCTYPE html> -<!-- - | Generated by Apache Maven Doxia at 2015-01-23 - | Rendered using Apache Maven Fluido Skin 1.3.1 ---> -<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en"> - <head> - <meta charset="UTF-8" /> - <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150123" /> - <meta http-equiv="Content-Language" content="en" /> - <title>Apache REEF - Introduction to REEF</title> - <link rel="stylesheet" href="./css/apache-maven-fluido-1.3.1.min.css" /> - <link rel="stylesheet" href="./css/site.css" /> - <link 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Works"> + <i class="none"></i> + How Apache Works</a> + </li> + + <li> + + <a href="http://incubator.apache.org/" class="externalLink" title="Apache Incubator"> + <i class="none"></i> + Apache Incubator</a> + </li> + + <li> + + <a href="http://www.apache.org/licenses/LICENSE-2.0.html" class="externalLink" title="Apache License"> + <i class="none"></i> + Apache License</a> + </li> + + <li> + + <a href="http://www.apache.org/foundation/sponsorship.html" class="externalLink" title="Sponsorship"> + <i class="none"></i> + Sponsorship</a> + </li> + + <li> + + <a href="http://www.apache.org/foundation/thanks.html" class="externalLink" title="Thanks"> + <i class="none"></i> + Thanks</a> + </li> + </ul> + + + + <hr /> + + <div id="poweredBy"> + <div class="clear"></div> + <div class="clear"></div> + <div class="clear"></div> + <div class="clear"></div> + <a href="http://maven.apache.org/" title="Built by Maven" class="poweredBy"> + <img class="builtBy" alt="Built by Maven" src="./images/logos/maven-feather.png" /> + </a> + </div> + </div> + </div> + + + <div id="bodyColumn" class="span10" > + + <!-- Licensed to the Apache Software Foundation (ASF) under one +or more contributor license agreements. See the NOTICE file +distributed with this work for additional information +regarding copyright ownership. The ASF licenses this file +to you under the Apache License, Version 2.0 (the +"License"); you may not use this file except in compliance +with the License. You may obtain a copy of the License at + +http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, +software distributed under the License is distributed on an +"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +KIND, either express or implied. See the License for the +specific language governing permissions and limitations +under the License. --><h1>Introduction to REEF</h1> <p>It is instructive to first remind us of how MapReduce works: Hadoop Map-Reduce schedules compute tasks on containers for executing map and reduce functions on record data. The basic structure of a Map-Reduce job is as follows. For each input block, schedule a map task that passes each internal record to a user-defined map function and materializes the output in key-sorted order. Further, assign a user-defined number of reduce tasks to non-overlapping portions of the key-space from the map output, then shuffle it across the network to where the respective reduce task is scheduled. For each reduce task, perform a global key-based sort on the shuffled data, group it by key and call the reduce function on each record group; storing the output in a durable fashion (i.e., HDFS).</p> <p>From the perspective of the scheduler, a number of issues arise that must be appropriately handled in order to scale-out to massive datasets. First, each map task should be scheduled close to where the input block resides; ideally on the same machine or rack. Second, failures can occur at the task level at any step; requiring backup tasks to be scheduled or the job being aborted. Third, performance bottlenecks can cause an imbalance in the task-level progress. The scheduler must react to these stragglers by scheduling clones and incorporating the logical task that crosses the finish line first.</p> <p>Anyone of these issues can limit the scale-out degree of a Map-Reduce job. In what follows, we perscribe a scheduler framework that provides task life-cycle management mechanisms. Using this framework, we developed a complete version of the Map-Reduce runtime that addresses the above issues. Our framework is designed around three components.</p> @@ -420,35 +435,36 @@ <p>Recall that the <tt>Driver</tt> launches a <tt>Task</tt> on a submit method call from the <tt>ActiveContext</tt> reference. This state transition is denoted in the Figure above by the edge labeled submit; spanning the two state machines. The REEF-AM passes a <tt>RunningActivity</tt> object to the <tt>Driver</tt> after receiving confirmation of a successful <tt>Task</tt> start or resume. The <tt>Driver</tt> may use the <tt>RunningActivity</tt> reference to close or suspend the execution; triggering a <tt>CompletedActivity</tt> or <tt>SuspendedActivity</tt> object reference to the <tt>Driver</tt>. The <tt>SuspendedActivity</tt> object contains a memento used to resume the execution on some (possibly alternative) <tt>ActiveContext</tt>. Exceptions during the <tt>Task</tt> execution are surfaced to the <tt>Driver</tt> in the form of a <tt>FailedActivity</tt>, which contains the actual exception object.</p></div> <div class="section"> <h3>Task Component<a name="Task_Component"></a></h3> -<p>A <tt>Task</tt> encapsulates the task work of a job. The client interface contains a single synchronous call method that takes an optional memento argument and returns a byte array, which will be packaged with the <tt>CompletedActivity</tt> object surfaced to the <tt>Driver</tt>. An exception may be thrown at any point during the call method; returning control back to the <tt>Evaluator</tt>, which packages the exception and sends it to the <tt>Driver</tt> where it is surfaced as a <tt>FailedActivity</tt>. The <tt>Evaluator</tt> periodically performs a heartbeat with the REEF-AM to convey its status information. A <tt>Task</tt> can optionally implement a method interface that, when called, returns a (bounded) byte array, which the <tt>Evaluator</tt> includes in its heartbeat to the REEF-AM and surfaced to the <tt>Driver</tt>.</p></div></div> - </div> - </div> - </div> - - <hr/> - - <footer> - <div class="container-fluid"> - <div class="row-fluid"> - <p >Copyright © 2015. - All rights reserved. - - </p> - </div> - +<p>A <tt>Task</tt> encapsulates the task work of a job. The client interface contains a single synchronous call method that takes an optional memento argument and returns a byte array, which will be packaged with the <tt>CompletedActivity</tt> object surfaced to the <tt>Driver</tt>. An exception may be thrown at any point during the call method; returning control back to the <tt>Evaluator</tt>, which packages the exception and sends it to the <tt>Driver</tt> where it is surfaced as a <tt>FailedActivity</tt>. The <tt>Evaluator</tt> periodically performs a heartbeat with the REEF-AM to convey its status information. A <tt>Task</tt> can optionally implement a method interface that, when called, returns a (bounded) byte array, which the <tt>Evaluator</tt> includes in its heartbeat to the REEF-AM and surfaced to the <tt>Driver</tt>.</p></div></div> + </div> + </div> + </div> + + <hr/> + + <footer> + <div class="container-fluid"> + <div class="row-fluid"> + <p >Copyright © 2015 + <a href="http://www.apache.org/">The Apache Software Foundation</a>. + All rights reserved. + + </p> + </div> + <div class="container-fluid"> <div class="row-fluid"> <a href="http://www.apache.org">Apache Software Foundation</a> </div> -</div> +</div> <div class="row span12">Apache REEF, REEF, Apache, the Apache feather logo, and the Apache REEF logo are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered - trademarks of their respective owners.</div> - - - </div> - </footer> - </body> -</html> + trademarks of their respective owners.</div> + + + </div> + </footer> + </body> +</html> \ No newline at end of file
Modified: incubator/reef/site/issue-tracker.html URL: http://svn.apache.org/viewvc/incubator/reef/site/issue-tracker.html?rev=1660305&r1=1660304&r2=1660305&view=diff ============================================================================== --- incubator/reef/site/issue-tracker.html (original) +++ incubator/reef/site/issue-tracker.html Tue Feb 17 07:02:52 2015 @@ -1,421 +1,437 @@ -<!DOCTYPE html> -<!-- - | Generated by Apache Maven Doxia at 2015-01-23 - | Rendered using Apache Maven Fluido Skin 1.3.1 ---> -<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en"> - <head> - <meta charset="UTF-8" /> - <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150123" /> - <meta http-equiv="Content-Language" content="en" /> - <title>Apache REEF - Issue Tracker</title> - <link rel="stylesheet" href="./css/apache-maven-fluido-1.3.1.min.css" /> - <link rel="stylesheet" href="./css/site.css" /> - <link 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