Data has an important and unique role to play in modern civilization: in addition to its historic role as the raw material of the scientific method, it has gained increasing recognition as a key ingredient of modern industrial and business engineeri
Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques Emilio Soria Olivas University of Valencia, Spain José David Martín Guerrero University of Valencia, Spain Marcelino Martinez Sober University of V
1、 Atmosphere-Ocean Climate (性能测试) 这篇文章讨论了高性能标准测试应用程序在亚马逊EC2云计算系统中的性能。经过测试发现EC2云计算系统是一个可靠的解决方案，支持按需响应，小规模，高性能计算应用程序。 2、 Chukwa: A large-scale monitoring system Chukwa是建立在Hadoop上的数据收集系统，用以监控和分析大规模的分布式系统。本文介绍了他的设计和初步实施。 3、 Cloud Computing and Grid Com
Descr iption “Whether this is the first time or the fifty-first time you’re using WCF, you’ll learn something new by reading this book.” --Nicholas Allen, Program Manager, Web Services, Microsoft Windows Communication Foundation (WCF) is the easiest
Parallel and Distributed Programming Using C++ provides an up-close look at how to build software that can take advantage of multiprocessor computers. Simple approaches for programming parallel virtual machines are presented, and the basics of clust
Modern graphics processing units (GPUs) with many-core architectures have emerged as general-purpose parallel computing platforms that can accelerate simulation science applications tremendously. While multi- GPU workstations with several TeraFLOPS
APCLUSTER Affinity Propagation Clustering (Frey/Dueck, Science 2007) % [idx,netsim,dpsim,expref]=APCLUSTER(s,p) clusters data, using a set % of real-valued pairwise data point similarities as input. Clusters % are each represented by a cluster cente
1、 Atmosphere-Ocean Climate (性能测试) 这篇文章讨论了高性能标准测试应用程序在亚马逊EC2云计算系统中的性能。经过测试发现EC2云计算系统是一个可靠的解决方案，支持按需响应，小规模，高性能计算应用程序。 2、 Chukwa: A large-scale monitoring system Chukwa是建立在Hadoop上的数据收集系统，用以监控和分析大规模的分布式系统。本文介绍了他的设计和初步实施。 3、 Cloud Computing and Grid Com
以前和大家分享过SIGMOD2009的论文，朋友们都很感兴趣，现手里有SIGMOD211的全部论文，再次和大家分享~ 一个包放不下，一共分成了3个包，包含百余篇论文，朋友们可以挑选自己感兴趣的部分下载，我尽量把文章目录写得明白一些。 这是第三部分 Emerging Trends in the Enterprise Data Analytics: Connecting Hadoop and DB2 Warehouse (Page 1161) Fatma Özcan (IBM Almaden Re
This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. Clear and intuitive explanations of the mathematical and statistical f
Machine learning applications are highly automated and self-modifying, and they continue to improve over time with minimal human intervention as they learn with more data. To address the complex nature of various real-world data problems, specialize
