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» Online clustering of parallel data streams
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DKE
2006
125views more  DKE 2006»
13 years 4 months ago
Online clustering of parallel data streams
In recent years, the management and processing of so-called data streams has become a topic of active research in several fields of computer science such as, e.g., distributed sys...
Jürgen Beringer, Eyke Hüllermeier
FGCN
2007
IEEE
109views Communications» more  FGCN 2007»
13 years 11 months ago
Flow Balancing Hardware for Parallel TCP Streams on Long Fat Pipe Network
Parallel TCP streams are used for data transfer between clusters in today's high performance applications. When parallel TCP streams are used on LFN, part of streams fail to ...
Yutaka Sugawara, Mary Inaba, Kei Hiraki
IPPS
2010
IEEE
13 years 2 months ago
Massive streaming data analytics: A case study with clustering coefficients
David Ediger, Karl Jiang, Jason Riedy, David A. Ba...
KDD
2007
ACM
178views Data Mining» more  KDD 2007»
14 years 5 months ago
Density-based clustering for real-time stream data
Existing data-stream clustering algorithms such as CluStream are based on k-means. These clustering algorithms are incompetent to find clusters of arbitrary shapes and cannot hand...
Yixin Chen, Li Tu
ICTAI
2009
IEEE
13 years 11 months ago
FlockStream: A Bio-Inspired Algorithm for Clustering Evolving Data Streams
Existing density-based data stream clustering algorithms use a two-phase scheme approach consisting of an online phase, in which raw data is processed to gather summary statistics...
Agostino Forestiero, Clara Pizzuti, Giandomenico S...