Inside the Microsoft FPGA-based configurable cloud

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    Awesome talk, Mark.

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    Mazen Ezzeddine

    Thanks for the talk, Interesting.

    However, very high level description of the design, deployment and infrastructure. For instance., an end to end client job submission (use case) is not discussed. Say, a client want to train a custom DNN how many FPGAs are granted, how data is partitioned and stored near FPGA for subsequent training iterations, where client data is stored in CPU memory, in FPGA memory what agent keep track of data locations, how accelerated microservices call one other what is the API/protocol is the cpu involved if not how, a single client query could actually be a DAG of microservices how this DAG is mapped to FPGAA microservices. Different cloud clients e.g. big data analytics client, video streaming client, scientific computing client etc..


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