AI Bibliography
AI Bibliography |
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Rajovic, N., Carpenter, P. M., Gelado, I., Puzovic, N., Ramirez, A., & Valero, M. 2013, Supercomputing with commodity cpus: Are mobile socs ready for hpc?. Paper presented at Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis. |
| Resource type: Proceedings Article BibTeX citation key: Rajovic2013 View all bibliographic details  |
Categories: Artificial Intelligence, Computer Science, Data Sciences, Engineering, General, Innovation Subcategories: Big data, Edge AI Creators: Carpenter, Gelado, Puzovic, Rajovic, Ramirez, Valero Publisher: Collection: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis |
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In the late 1990s, powerful economic forces led to the adoption of commodity desktop processors in high-performance computing. This transformation has been so effective that the June 2013 TOP500 list is still dominated by x86.
In 2013, the largest commodity market in computing is not PCs or servers, but mobile computing, comprising smart-phones and tablets, most of which are built with ARM-based SoCs. This leads to the suggestion that once mobile SoCs deliver sufficient performance, mobile SoCs can help reduce the cost of HPC. This paper addresses this question in detail. We analyze the trend in mobile SoC performance, comparing it with the similar trend in the 1990s. We also present our experience evaluating performance and efficiency of mobile SoCs, deploying a cluster and evaluating the network and scalability of production applications. In summary, we give a first answer as to whether mobile SoCs are ready for HPC. |