A Scalable Hierarchical Clustering Algorithm Using Spark
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[1] J. Kruskal. On the shortest spanning subtree of a graph and the traveling salesman problem , 1956 .
[2] Robin Sibson,et al. SLINK: An Optimally Efficient Algorithm for the Single-Link Cluster Method , 1973, Comput. J..
[3] Pete Wyckoff,et al. Hive - A Warehousing Solution Over a Map-Reduce Framework , 2009, Proc. VLDB Endow..
[4] Ashwin Machanavajjhala,et al. Finding connected components in map-reduce in logarithmic rounds , 2012, 2013 IEEE 29th International Conference on Data Engineering (ICDE).
[5] Haimonti Dutta,et al. PARABLE: A PArallel RAndom-partition Based HierarchicaL ClustEring Algorithm for the MapReduce Framework , 2011 .
[6] Jimmy J. Lin,et al. Book Reviews: Data-Intensive Text Processing with MapReduce by Jimmy Lin and Chris Dyer , 2010, CL.
[7] Xin-She Yang,et al. Introduction to Algorithms , 2021, Nature-Inspired Optimization Algorithms.
[8] Scott Shenker,et al. Spark: Cluster Computing with Working Sets , 2010, HotCloud.
[9] R. Prim. Shortest connection networks and some generalizations , 1957 .
[10] Michael Isard,et al. DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language , 2008, OSDI.
[11] Wei-keng Liao,et al. Parallel hierarchical clustering on shared memory platforms , 2012, 2012 19th International Conference on High Performance Computing.
[12] Jimmy J. Lin,et al. Large-scale machine learning at twitter , 2012, SIGMOD Conference.
[13] Scott Shenker,et al. Fast and Interactive Analytics over Hadoop Data with Spark , 2012, login Usenix Mag..
[14] Edie M. Rasmussen,et al. Efficiency of Hierarchic Agglomerative Clustering using the ICL Distributed array Processor , 1989, J. Documentation.
[15] Bing Zhou,et al. A parallel hierarchical clustering algorithm for PCs cluster system , 2007, Neurocomputing.
[16] Ming Ouyang,et al. Hierarchical Clustering with CUDA/GPU , 2009, PDCCS.
[17] Peter Norvig,et al. The Unreasonable Effectiveness of Data , 2009, IEEE Intelligent Systems.
[18] Ophir Frieder,et al. Exploiting parallelism to support scalable hierarchical clustering , 2007, J. Assoc. Inf. Sci. Technol..
[19] Michael J. Franklin,et al. Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing , 2012, NSDI.
[20] Clark F. Olson,et al. Parallel Algorithms for Hierarchical Clustering , 1995, Parallel Comput..
[21] Yuan Yu,et al. Dryad: distributed data-parallel programs from sequential building blocks , 2007, EuroSys '07.
[22] Sanjay Ghemawat,et al. MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.
[23] Ravi Kumar,et al. Pig latin: a not-so-foreign language for data processing , 2008, SIGMOD Conference.
[24] S. C. Johnson. Hierarchical clustering schemes , 1967, Psychometrika.
[25] M. Patwary,et al. DiSC : A Distributed Single-Linkage Hierarchical Clustering Algorithm using MapReduce , 2013 .