The Mellanox Bay Area based Big Data and Machine Learning R&D team is building cutting edge open-source integrated solutions for accelerating popular platforms such as: Apache Spark, Hadoop, TensorFlow, Caffe and more.
Mellanox’ ground breaking high-speed end-to-end networking solutions are a perfect match for today’s growing needs from distributed systems.
Those already proved themselves in many fields, such as: High Performance Computing, Cloud storage, Cloud compute clusters and many more. Many Big Data and Machine Learning frameworks do not take advantage of these advanced technologies, and our target is to introduce these powerful capabilities to popular frameworks and contribute the code to the open-source community.
Among Mellanox high-end networking capabilities are: 100Gb/s Ethernet and InfiniBand, RDMA (Remote Direct Memory Access), GPUDirect, SHArP (Scalable Hierarchical Aggregation and Reduction Protocol), FPGA accelerations and more.
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