├── .gitignore ├── Flink ├── pom.xml └── src │ └── main │ ├── java │ └── cn │ │ └── edu │ │ └── ecnu │ │ └── flink │ │ └── examples │ │ └── java │ │ ├── fibonacciexample │ │ └── FibonacciExample.java │ │ ├── integersum │ │ ├── DataflowModel_How.java │ │ ├── DataflowModel_What.java │ │ ├── DataflowModel_When.java │ │ ├── DataflowModel_Where.java │ │ ├── producer │ │ │ └── Producer.java │ │ └── trigger │ │ │ ├── CustomerTrigger.java │ │ │ └── CustomerTriggerWithAccumulation.java │ │ ├── wordcount │ │ └── WordCount.java │ │ └── wordcountwithfaulttolerance │ │ └── WordCountWithFaultTolerance.java │ ├── resources │ └── META-INF │ │ └── MANIFEST.MF │ └── scala │ └── cn │ └── edu │ └── ecnu │ └── flink │ └── examples │ └── scala │ ├── fibonacciexample │ └── FibonacciExample.scala │ ├── integersum │ ├── DataflowModel_How.scala │ ├── DataflowModel_What.scala │ ├── DataflowModel_When.scala │ ├── DataflowModel_Where.scala │ ├── producer │ │ └── Producer.scala │ └── trigger │ │ ├── CustomerTrigger.scala │ │ └── CustomerTriggerWithAccumulation.scala │ ├── wordcount │ └── WordCount.scala │ └── wordcountwithfaulttolerance │ └── WordCountWithFaultTolerance.scala ├── Giraph ├── pom.xml └── src │ └── main │ ├── java │ └── cn │ │ └── edu │ │ └── ecnu │ │ └── giraph │ │ └── examples │ │ ├── cc │ │ ├── ConnectedComponentsComputation.java │ │ ├── ConnectedComponentsRunner.java │ │ └── README.md │ │ ├── kmeans │ │ ├── KMeansComputation.java │ │ ├── KMeansMasterCompute.java │ │ ├── KMeansRunner.java │ │ ├── README.md │ │ └── utils │ │ │ ├── FileOperation.java │ │ │ └── PointsOperation.java │ │ ├── pagerank │ │ ├── PageRankComputation.java │ │ ├── PageRankRunner.java │ │ └── README.md │ │ └── sssp │ │ ├── README.md │ │ ├── ShortestPathComputation.java │ │ └── ShortestPathRunner.java │ └── resources │ ├── inputs │ ├── cc │ │ └── data.txt │ ├── kmeans │ │ ├── center │ │ │ └── centers.txt │ │ └── data.txt │ ├── pagerank │ │ └── data.txt │ └── sssp │ │ └── data.txt │ └── log4j.properties ├── HDFS ├── HDFS.md ├── README.md ├── pom.xml └── src │ └── main │ ├── java │ └── cn │ │ └── edu │ │ └── ecnu │ │ └── hdfs │ │ └── examples │ │ ├── read │ │ └── Reader.java │ │ └── write │ │ └── Writer.java │ └── resources │ └── example │ └── example.txt ├── LICENSE ├── MapReduce ├── MapReduce.md ├── pom.xml └── src │ └── main │ ├── java │ └── cn │ │ └── edu │ │ └── ecnu │ │ └── mapreduce │ │ └── examples │ │ ├── Constants.java │ │ ├── join │ │ ├── README.md │ │ ├── entity │ │ │ └── ReduceJoinWritable.java │ │ ├── mapjoin │ │ │ ├── MapJoin.java │ │ │ └── MapJoinMapper.java │ │ └── reducejoin │ │ │ ├── ReduceJoin.java │ │ │ ├── ReduceJoinMapper.java │ │ │ └── ReduceJoinReducer.java │ │ ├── kmeans │ │ ├── KMeans.java │ │ ├── KMeansMapper.java │ │ ├── KMeansReducer.java │ │ ├── README.md │ │ └── utils │ │ │ ├── CentersOperation.java │ │ │ └── FileOperation.java │ │ ├── pagerank │ │ ├── PageRank.java │ │ ├── PageRankMapper.java │ │ ├── PageRankReducer.java │ │ ├── README.md │ │ └── ReducePageRankWritable.java │ │ └── wordcount │ │ ├── README.md │ │ ├── WordCount.java │ │ ├── WordCountCombiner.java │ │ ├── WordCountMapper.java │ │ └── WordCountReducer.java │ └── resources │ ├── inputs │ ├── join │ │ ├── department.csv │ │ ├── employee.csv │ │ └── input_cluster │ │ │ ├── department.csv │ │ │ └── employee.csv │ ├── kmeans │ │ ├── center │ │ │ └── centers.txt │ │ └── data.txt │ ├── pagerank │ │ └── data.txt │ └── wordcount │ │ └── data.txt │ └── log4j.properties ├── README.md ├── Spark ├── pom.xml └── src │ └── main │ ├── java │ └── cn │ │ └── edu │ │ └── ecnu │ │ └── spark │ │ └── examples │ │ └── java │ │ ├── checkpoint │ │ └── Checkpoint.java │ │ ├── join │ │ ├── BroadcastJoin.java │ │ └── ShuffleJoin.java │ │ ├── kmeans │ │ └── KMeans.java │ │ ├── pagerank │ │ └── PageRank.java │ │ └── wordcount │ │ └── WordCount.java │ ├── resources │ └── input │ │ ├── join │ │ ├── department.csv │ │ └── employee.csv │ │ ├── kmeans │ │ ├── centers.txt │ │ └── data.txt │ │ ├── overleaf │ │ ├── a.txt │ │ ├── c.txt │ │ └── e.txt │ │ ├── pagerank │ │ └── pagerank.txt │ │ └── wordcount │ │ └── words.txt │ └── scala │ └── cn │ └── edu │ └── ecnu │ └── spark │ └── examples │ └── scala │ ├── checkpoint │ └── Checkpoint.scala │ ├── join │ ├── BroadcastJoin.scala │ └── ShuffleJoin.scala │ ├── kmeans │ └── KMeans.scala │ ├── pagerank │ └── PageRank.scala │ └── wordcount │ └── WordCount.scala ├── SparkStreaming ├── pom.xml └── src │ └── main │ ├── java │ └── cn │ │ └── edu │ │ └── ecnu │ │ └── sparkstreaming │ │ └── examples │ │ └── java │ │ ├── anomaly │ │ └── AnomalyDetection.java │ │ ├── window │ │ └── Window.java │ │ └── wordcount │ │ ├── BatchWordCount.java │ │ └── GlobalWordCount.java │ └── scala │ └── cn │ └── edu │ └── ecnu │ └── sparkstreaming │ └── examples │ └── scala │ ├── anomaly │ └── AnomalyDetection.scala │ ├── window │ └── Window.scala │ └── wordcount │ ├── BatchWordCount.scala │ └── GlobalWordCount.scala └── Storm ├── README.md ├── 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