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    ACCELERATING MULTI-NODE PERFORMANCE OF MACHINE LEARNING WORKLOADS
    2.
    发明申请
    ACCELERATING MULTI-NODE PERFORMANCE OF MACHINE LEARNING WORKLOADS 有权

    公开(公告)号：US20210092069A1

    公开(公告)日：2021-03-25

    申请号：US17118409

    申请日：2020-12-10

    Applicant: Intel Corporation

    Inventor： Malek MUSLEH ,  Anupama KURPAD ,  Roberto PENARANDA CEBRIAN ,  Allister ALEMANIA ,  Pedro YEBENES SEGURA ,  Curt E. BRUNS ,  Robert SOUTHWORTH ,  Sujoy SEN

    IPC: H04L12/851 ,  H04L12/751 ,  H04L12/853 ,  H04L12/727 ,  G06N3/08 ,  G06N3/04

    Abstract: Examples described herein relate to a network interface and at least one processor that is to indicate whether data is associated with a machine learning operation or non-machine learning operation to manage traversal of the data through one or more network elements to a destination network element and cause the network interface to include an indication in a packet of whether the packet includes machine learning data or non-machine learning data. In some examples, the indication in a packet of whether the packet includes machine learning data or non-machine learning data comprises a priority level and wherein one or more higher priority levels identify machine learning data. In some examples, for machine learning data, the priority level is based on whether the data is associated with inference, training, or re-training operations. In some examples, for machine learning data, the priority level is based on whether the data is associated with real-time or time insensitive inference operations.

    CACHE ALLOCATION SYSTEM
    5.
    发明申请
    CACHE ALLOCATION SYSTEM 有权

    公开(公告)号：US20210359955A1

    公开(公告)日：2021-11-18

    申请号：US17384627

    申请日：2021-07-23

    Applicant: Intel Corporation

    Inventor： Malek MUSLEH ,  Tony HURSON ,  Pedro YEBENES SEGURA ,  Allister ALEMANIA ,  Roberto PENARANDA CEBRIAN ,  Ayan BANERJEE ,  Robert SOUTHWORTH ,  Sujoy SEN ,  Curt E. BRUNS

    IPC: H04L12/911 ,  H04L12/923 ,  H04L12/927 ,  G06F15/173

    Abstract: Examples described herein relate to a network interface device comprising: a host interface, a direct memory access (DMA) engine, and circuitry to allocate a region in a cache to store a context of a connection. In some examples, the circuitry is to allocate a region in a cache to store a context of a connection based on connection reliability and wherein connection reliability comprises use of a reliable transport protocol or non-use of a reliable transport protocol. In some examples, the circuitry is to allocate a region in a cache to store a context of a connection based on expected length of runtime of the connection and the expected length of runtime of the connection is based on a historic average amount of time the context for the connection was stored in the cache. In some examples, the circuitry is to allocate a region in a cache to store a context of a connection based on content transmitted and the content transmitted comprises congestion messaging payload or acknowledgement. In some examples, the circuitry is to allocate a region in a cache to store a context of a connection based on application-specified priority level and the application-specified priority level comprises an application-specified traffic class level or class of service level.

    TECHNIQUES FOR CONGESTION MANAGEMENT IN A NETWORK
    6.
    发明申请
    TECHNIQUES FOR CONGESTION MANAGEMENT IN A NETWORK 审中-公开

    公开(公告)号：US20190386924A1

    公开(公告)日：2019-12-19

    申请号：US16517358

    申请日：2019-07-19

    Applicant: Intel Corporation

    Inventor： Arvind SRINIVASAN ,  Ramakrishna HUGGAHALLI ,  Parthasarathy SARANGAM ,  Sunil AHLUWALIA ,  Mrittika GANGULI ,  Malek MUSLEH

    IPC: H04L12/851 ,  H04L12/801 ,  H04L12/803

    Abstract: A switch or network interface can detect congestion caused by a flow of packets. The switch or network interface can generate a congestion hint packet and send the congestion hint packet directly to a source transmitter of the flow of packets that caused the congestion. The congestion hint packet can include information that the source transmitter can use to determine a remedial action to attempt to alleviate or stop congestion at the switch or network interface. For example, the transmitter can reduce a transmit rate of the flow of packets and/or select another route for the flow of packets. Some or all switches or network interfaces between the source transmitter and a destination endpoint can employ flow differentiation whereby a queue is selected to accommodate for a flow's sensitivity to latency.

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