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Parallelx to run the Hadoop task on the GPU

The performance of the MapReduce paradigm is not always ideal in the face of large-scale computational-intensive algorithms.   To address its bottlenecks, a small start-up team built a product called PARALLELX, which will bring significant improvements to the Hadoop task by leveraging the computing power of the GPU. Parallelx's co-founder, Tony Diepenbrock, says this is a "GPU compiler that translates user code written in Java into OpenCL and is shipped on Amazon's AWS GPU Cloud ...

Avoid focusing on underlying hardware, Nvidia binds machine learning to GPU

"Editor's note" Nvidia links GPU to machine learning more closely with the release of the Cudnn library, while achieving direct integration of the CUDNN and depth learning frameworks, allowing researchers to seamlessly utilize the GPU on these frameworks, ignoring low-level optimizations in the deep learning system, Focus more on more advanced machine learning issues. By releasing a set of libraries called CUDNN, nvidia links the GPU to machine learning more closely. It is reported that CUDNN can be directly integrated with the current popular depth learning framework. Nvid ...

Domestic cloud service providers need parallel computing services

The author of this paper, Qi Haijiang, Qingdao Five-Pulse Spring Information Co., Ltd. Technical director, University of Pennsylvania Bioengineering, Ph. D., Nanjing University. For many years engaged in graphic images, 3D vision, neural computing, machine learning algorithms such as research. "Abstract" cloud computing services is essentially a sharing of social intelligence resources, through the cloud of technology packets, reducing the difficulty threshold, so that more users can use "very advanced" technology. China's mobile interconnection new economy is highly prosperous, need to have the corresponding technology high cloud computing service as keel support. Today's computing is the obvious trend: Video audio graphics + ...

How to remove the cloud computing short board from the bottleneck?

Guidance: With the implementation of the in-depth, cloud computing is also exposed to the short board, which is data security, transmission bottlenecks, and so on, these short boards, in the final analysis, is how to deal with massive data processing problems. Cloud computing has long been a dream for it people to turn computing power into water, electricity-like infrastructure, now, this dream has finally come true, as governments and it leading companies Google, Amazon, IBM, Microsoft and other companies, cloud computing into the "ordinary people's home" is not far away. However, cloud computing is not perfect, with the implementation ...

The DT era is coming, the top ten trends of cloud computing

Recently, Alibaba Cloud Sharing Day × Yunqi Conference Beijing Summit was held, combining the disclosure information at the summit with the weekday observation. The author summarized the X development trend of cloud computing in the DataTechnology era.

Comparison of 6 platforms such as AWS, Google Cloud and IBM

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.

Cloud era, the analysis of the four major complaints cloud computing

You may disdain those who lost their personal computing power, they hate subscription services, do not even trust our security model, we are not optimistic about our reliability, and do not think that the existing broadband can be very good to connect to the cloud, all this does not matter : Because in the end you still will be a part of us, we are cloud computing, you can not resist. Yes, there are still a lot of problems and a series of threats to cloud computing, but I believe this is a trend that can not be stopped. So no matter how much you hate the cloud now, you will be assimilated in the near future: Hold your one ...

Large data "flooding": fusion of nuclear popularity parallel computing?

Beijing time this morning, Intel (Intel) officially released the Xeon Phi (Xeon) coprocessor based on an integrated Salt Lake City (MIC) architecture at the supercomputer (SC12) Conference held in the city. One of the Xeon Phi coprocessor 5110P with the date of shipment, January 28, 2013 GA, recommended customer price of 2649 dollars; Xeon Phi Coprocessor 3,110 families will be available in the first half of 2013, advising customers price less than 2000 U.S. dollars. Intel Xeon Phi Coprocessor Home ...

Loathe cloud computing? Being cloud is your destiny!

You despise the loss of personal computing power, hate ordering service, not trust our security model, not optimistic about our reliability, but also do not believe that the existing broadband can be a good connection to the cloud, it does not matter: because you will eventually become a part of us, we are cloud computing, you can not resist. Yes, cloud computing is still a lot of problems and a series of threats, but I believe this is a trend, unstoppable trend, so no matter how much you hate cloud computing now, you will soon be assimilated: while holding your personal computer data, peripherals and NAS ...

Cloud computing to diversify, in line with the development needs of all colors

Summary: Nowadays, cloud computing is dominated by many ultra-large-scale providers such as Google and Amazon. But the future will change, eventually, whether large or small and medium-sized enterprises, will have to meet their unique needs of the cloud. A few years ago, the legendary IBM CEO Thomas Watson made a famous prediction, often ridiculed (probably not enough), but now cloud computing will restore his reputation. He predicted that in the end the world might only need "about five computers." Some scholars assert that with Amazon ...

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