Start-up company Rare Technologies recently released a hyperscale machine learning benchmark that focuses on GPUs and compares the performance of machine learning costs, ease of use, stability, scalability and performance with several popular hardware providers.
The idea of using the Internet to provide IT capabilities as a service is relatively new, but recently people have reached a climax in their attention. Infoq has also published several articles, such as "Introduction to Virtualization" and an article on virtualization security, but there is still a lack of comparisons between different cloud providers. This article compares three cloud computing providers, which provide a server-centric solution, starting with a description of how to start three cloud computing services and then comparing the performance, price, and availability of services to three service providers. ...
Big Data successfully predicted the U.S. election, "big data" does not really care who will be elected to the next president of the United States. But all the data show that political scientists and others are concerned that Obama is more likely to win re-election. This success prediction shows the powerful energy of large data. The statistical model has been watching the hot topics (or even arguments) led by the New York Times FiveThirtyEight bloggers and statisticians Nate Silver over the past few weeks. Silver has become the focus of this controversy, in ...
March 19, 2012-26th, we took part in the "Cloud America Tour", organized by the China Electronics Society Cloud Computing Experts Committee, to visit a number of US cloud computing companies in Seattle and San Francisco, including Amazon, Microsoft, Google, Facebook, Rackspace such as the industry giants, Heroku, Engine Yard, puppet and other emerging cloud computing companies, but also including Cloudcamp as the representative of the U.S. cloud computing community. Although in a hurry, it is difficult to carry out ...
March 19, 2012-26th, we took part in the "Cloud America Tour", organized by the China Electronics Society Cloud Computing Experts Committee, to visit a number of US cloud computing companies in Seattle and San Francisco, including Amazon, Microsoft, Google, Facebook, Rackspace such as the industry giants, Heroku, Engine Yard, puppet and other emerging cloud computing companies, but also including Cloudcamp as the representative of the U.S. cloud computing community. Although in a hurry, it is difficult to carry out ...
OpenStack has a very high popularity, Cloudstack has plenty of money, Eucalyptus and Amazon established a close relationship. OpenStack, created jointly by Rackspace and NASA in 2010, is undoubtedly highly popular. Now it has established partnerships with giants such as At&t, IBM and Hewlett-Packard, who are committed to OpenStack as the basis for their private cloud solutions. Another open source Cloud platform Cloudsta ...
In the past few years, the use of Apache Spark has increased at an alarming rate, usually as a successor to the MapReduce, which can support thousands of-node-scale cluster deployments. In the memory data processing, the Apache spark is more efficient than the mapreduce has been widely recognized, but when the amount of data is far beyond memory capacity, we also hear some organizations in the spark use of trouble. Therefore, with the spark community, we put a lot of energy to do spark stability, scalability, performance, etc...
There are two main ways to store data: Database and filesystem, and the object-oriented storage are developed behind, but the overall thing is to store both structured and unstructured data. DB is initially serviced for structured data storage and sharing. FileSystem storage and sharing is large files, unstructured data, such as pictures, documents, audio and video. With the increase in data volume, stand-alone storage can not meet the needs of structured and unstructured data, then in the era of cloud computing, there is a distributed ...
What is the benefit of the cloud, the advantages of the cluster will be everyone can think of, super storage capacity, large-scale integrated computing power and system load capacity, and cloud can be imagined as a larger cluster, theoretically its storage and computing capacity is almost unlimited, So the greatest benefit is that it greatly reduces the cost of data storage, including the cost of money. The cloud's first estimate is that Google's goal is to use it to distribute computer clusters around the world to reduce the cost of data storage, thereby bringing deeper cloud computing ideas. Programmer Monthly 200 ...
There are two main ways to store data: Database and filesystem, and the object-oriented storage are developed behind, but the overall thing is to store both structured and unstructured data. DB is initially serviced for structured data storage and sharing. FileSystem storage and sharing is large files, unstructured data, such as pictures, documents, audio and video. With the increase in data volume, stand-alone storage can not meet the needs of structured and unstructured data, then in the era of cloud computing, there is a distributed ...
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