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» Large Scale Data Mining: Challenges and Responses
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FAST
2011
14 years 9 months ago
FastScale: Accelerate RAID Scaling by Minimizing Data Migration
Previous approaches to RAID scaling either require a very large amount of data to be migrated, or cannot tolerate multiple disk additions without resulting in disk imbalance. In t...
Weimin Zheng, Guangyan Zhang
KDD
2003
ACM
129views Data Mining» more  KDD 2003»
16 years 6 months ago
Nantonac collaborative filtering: recommendation based on order responses
A recommender system suggests the items expected to be preferred by the users. Recommender systems use collaborative filtering to recommend items by summarizing the preferences of...
Toshihiro Kamishima
CIKM
2009
Springer
16 years 16 days ago
Networks, communities and kronecker products
Emergence of the web and online computing applications gave rise to rich large scale social activity data. One of the principal challenges then is to build models and understandin...
Jure Leskovec
EUROSYS
2007
ACM
15 years 7 months ago
Enabling scalability and performance in a large scale CMP environment
Hardware trends suggest that large-scale CMP architectures, with tens to hundreds of processing cores on a single piece of silicon, are iminent within the next decade. While exist...
Bratin Saha, Ali-Reza Adl-Tabatabai, Anwar M. Ghul...
EMNLP
2011
14 years 5 months ago
Data-Driven Response Generation in Social Media
We present a data-driven approach to generating responses to Twitter status posts, based on phrase-based Statistical Machine Translation. We find that mapping conversational stim...
Alan Ritter, Colin Cherry, William B. Dolan