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 ...
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.
Ai technology plays an increasingly important role in the field of large data, and it technicians have an increasing interest in IBM Watson. Recently, Li Yonghui, an outstanding engineer at IBM's Ministry of Science and Technology, attended the 2014 China Large Data Technology conference and received an exclusive interview with CSDN Cloud computing, taking Watson as an example to analyze the practice and prospect of the application of AI technology in the industry. Li Yonghui that, through the combination of structured data and unstructured data to generate wisdom is the future direction of large data, the cognitive computing technology represented by Watson is to achieve this goal, its ability to ...
IBM iDataPlex is a new type of server launched in May 2008, based on Blade server design, but with a lower cost compared to blades, iDataPlex is more like a rack server in appearance, but with a half deep design, a more compact structure, The server density is increased by one fold in a single rack, and iDataPlex employs innovative thermal and efficiency designs that make iDataPlex ideal for cloud computing, the Internet, and HPC applications. Now, in IBM's own cloud computing center has been a lot of ...
After the Bigdata, cloud computing, the Internet, and mobile internet, "Big data" has started to cause great concern in the industry. There is no doubt that the data itself is an asset, but also the inherent soul of cloud computing and the inevitable escalation direction, the global IT giants are now aware of the "Big Data" era, the significance of data. As an IT technology provider with a century of technology precipitation, the IBM Technology Computing solution extends from a departmental cluster to a supercomputer, enabling organizations to achieve better results by delivering high-performance infrastructures for a wide range of business and business challenges.
Server virtualization technology should be traced to the IBM mainframe virtualization z / VM. Today's content covers CPU virtualization, memory virtualization, IO virtualization, and GPU virtualization. Technical in-depth popular science articles.
We can determine the two user segments in the technical computing market. A section is made up of business/application users who try to get applications to meet business requirements. The other part is departmental or enterprise-level IT organizations that are trying to run these applications more efficiently by providing IT support. In fact, applications are becoming more complex in the business and application user segments. For example, a risk management class solution tries to improve the effect by providing more complex algorithms or adding more data. All of this complexity drives businesses to need more IT resources. Customer cannot get ...
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 ...
With the consumption of the concept of the increasingly abundant in the IT field, innovative thinking has become a foothold in the foundation of the new concept of technology, cloud computing as the last two years has been hot topic, and ushered in the attention of many manufacturers. The changes brought about by cloud computing are undeniable, with Intel's recent launch of the high-end Xeon server chip Xeon E5, Intel's processor products have been guided by the Tock strategy, and the surge in network traffic brought about by cloud computing, social networking, mobile terminals, and so on, has boosted new sales opportunities, while By HP, IB ...
Editing this list is like choosing the top ten Classic rock songs. There are always people who disagree with your choice, and there are too many good things to pick. What you choose depends largely on your personal preferences. But here on cloud deployments, I believe the following cloud deployments are the most interesting: 1. Internal Cloud upgrade Sales EMC is not just talking and not doing on the cloud. Within EMC's internal IT organization, the company is actively serving internal users in the form of cloud-based services. EMC has created a foundation for EMC hardware/software, Dell Servers, and VMware ...
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