公开(公告)号：US20220327359A1

公开(公告)日：2022-10-13

申请号：US17853407

申请日：2022-06-29

申请人： Nilesh A. Ahuja ,  Parual Datta ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo

发明人： Nilesh A. Ahuja ,  Parual Datta ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo

IPC分类号： G06N3/04

摘要： Various systems and methods for providing variable bitrate compression for split deep neural network (DNN) computing are described herein. A system may be configured to manage a split DNN, the split DNN configured to operate on a compute system and a second system over a communication network. The system may access a performance metric; determine, based on the performance metric, a split point of the split DNN, the split point defining a head portion of the split DNN and a tail portion of the split DNN; determine, based on the performance metric, a bottleneck layer configuration for a bottleneck layer at the split point, the bottleneck layer including a bottleneck encoder and a bottleneck decoder; execute the head portion of the DNN and the bottleneck encoder on the compute system; and recurrently access an updated performance metric and determine a revised split point or a revised bottleneck layer configuration based on the updated performance metric.

公开(公告)号：US20190158622A1

公开(公告)日：2019-05-23

申请号：US16235176

申请日：2018-12-28

申请人： Ravikumar Balakrishnan ,  Venkatesan Nallampatti Ekambaram ,  Srikathyayani Srikanteswara ,  Maruti Gupta Hyde ,  Vallabhajosyula S. Somayazulu

发明人： Ravikumar Balakrishnan ,  Venkatesan Nallampatti Ekambaram ,  Srikathyayani Srikanteswara ,  Maruti Gupta Hyde ,  Vallabhajosyula S. Somayazulu

IPC分类号： H04L29/08

CPC分类号： H04L67/2852 ,  H04L67/327

摘要： System and techniques for information centric network (ICN) implemented content data networks (CDNs) are described herein. A directive to initiate a cache operation for content may be received at a gateway of an ICN. An interest packet may be constructed based on the directive. The interest packet may be transmitted on the ICN and a response to the interest packet received. Here, the response has a payload that corresponds to the content. The payload then may be cached at a local repository of the gateway.

公开(公告)号：US20190045207A1

公开(公告)日：2019-02-07

申请号：US16024364

申请日：2018-06-29

申请人： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

发明人： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

IPC分类号： H04N19/46 ,  G06K9/64 ,  G06K9/46 ,  G06T7/70 ,  G06K9/72 ,  G06K9/62

摘要： In one embodiment, an apparatus comprises a storage device and a processor. The storage device may store a plurality of compressed images comprising one or more compressed master images and one or more compressed slave images. The processor may: identify an uncompressed image; access context information associated with the uncompressed image and the one or more compressed master images; determine, based on the context information, whether the uncompressed image is associated with a corresponding master image; upon a determination that the uncompressed image is associated with the corresponding master image, compress the uncompressed image into a corresponding compressed image with reference to the corresponding master image; upon a determination that the uncompressed image is not associated with the corresponding master image, compress the uncompressed image into the corresponding compressed image without reference to the one or more compressed master images; and store the corresponding compressed image on the storage device.

公开(公告)号：US20190042870A1

公开(公告)日：2019-02-07

申请号：US16024397

申请日：2018-06-29

申请人： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

发明人： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

IPC分类号： G06K9/36 ,  G06K9/62 ,  H04N19/80 ,  G06N3/08 ,  G06F17/30

摘要： In one embodiment, an apparatus comprises a memory and a processor. The memory is to store visual data associated with a visual representation captured by one or more sensors. The processor is to: obtain the visual data associated with the visual representation captured by the one or more sensors, wherein the visual data comprises uncompressed visual data or compressed visual data; process the visual data using a convolutional neural network (CNN), wherein the CNN comprises a plurality of layers, wherein the plurality of layers comprises a plurality of filters, and wherein the plurality of filters comprises one or more pixel-domain filters to perform processing associated with uncompressed data and one or more compressed-domain filters to perform processing associated with compressed data; and classify the visual data based on an output of the CNN.

公开(公告)号：US20180146060A1

公开(公告)日：2018-05-24

申请号：US15487688

申请日：2017-04-14

申请人： Jeffery R. Foerster ,  Srikathyayani Srikanteswara ,  Hassnaa Moustafa ,  Vallabhajosyula S. Somayazulu ,  Nageen Himayat ,  Eve M. Schooler

发明人： Jeffery R. Foerster ,  Srikathyayani Srikanteswara ,  Hassnaa Moustafa ,  Vallabhajosyula S. Somayazulu ,  Nageen Himayat ,  Eve M. Schooler

IPC分类号： H04L29/08

摘要： System and techniques for network coding in an information centric network (ICN) are described herein. A request for a first portion of first named data may be received. A response to the request for the first portion of the first named data may be obtained. The first portion may be combined with a second portion for second named data to create a set of network coded responses. Names for members of the set of network coded responses may be created based on a first name for the first portion and a second name for the second portion. A response to the request may be made with the set of network coded responses using the names for members of the set of network coded responses.

公开(公告)号：US20180145907A1

公开(公告)日：2018-05-24

申请号：US15414459

申请日：2017-01-24

申请人： Rath Vannithamby ,  Ren Wang ,  Nageen Himayat ,  Eve M. Schooler ,  Vallabhajosyula S. Somayazulu ,  Christian Maciocco ,  Srikathyayani Srikanteswara ,  David John Zage ,  Sebastian Schoenberg ,  Andrew Stephen Brown ,  Maruti Gupta Hyde ,  Jessica C. McCarthy

发明人： Rath Vannithamby ,  Ren Wang ,  Nageen Himayat ,  Eve M. Schooler ,  Vallabhajosyula S. Somayazulu ,  Christian Maciocco ,  Srikathyayani Srikanteswara ,  David John Zage ,  Sebastian Schoenberg ,  Andrew Stephen Brown ,  Maruti Gupta Hyde ,  Jessica C. McCarthy

IPC分类号： H04L12/741 ,  H04L12/773 ,  H04L12/813 ,  H04L29/08

CPC分类号： H04L67/2842 ,  G06F16/23 ,  G06F16/9574 ,  H04L29/08 ,  H04L41/5006 ,  H04L41/5009 ,  H04L41/5025 ,  H04L41/5035 ,  H04L43/12 ,  H04L43/16 ,  H04L45/04 ,  H04L45/14 ,  H04L45/60 ,  H04L45/74 ,  H04L47/20 ,  H04L47/286 ,  H04L47/783 ,  H04L61/2076 ,  H04L67/10 ,  H04L67/1097 ,  H04L67/12 ,  H04L67/16 ,  H04L67/2876 ,  H04L67/327 ,  H04L67/42 ,  H04L69/22

摘要： Generally discussed herein are systems, devices, and methods for routing interests and/or content in an information centric network. A router can include a memory and routing circuitry coupled to the memory, the routing circuitry configured to receive a packet, receive one or more attributes including at least one of (1) a network attribute, (2) a platform attribute, and (3) a content attribute, determine which neighbor node is to receive the packet next based on the received one or more attributes, and forward the packet to the determined neighbor node.

公开(公告)号：US20150373075A1

公开(公告)日：2015-12-24

申请号：US14311698

申请日：2014-06-23

申请人： Radia Perlman ,  Vallabhajosyula S. Somayazulu ,  Hassnaa Moustafa ,  Jeffrey R. Foerster ,  Zheng Lu

发明人： Radia Perlman ,  Vallabhajosyula S. Somayazulu ,  Hassnaa Moustafa ,  Jeffrey R. Foerster ,  Zheng Lu

IPC分类号： H04L29/06 ,  H04L29/08

CPC分类号： H04L65/608 ,  H04L65/602 ,  H04L65/80 ,  H04L67/02 ,  H04L69/165 ,  H04L69/24 ,  H04N21/00 ,  H04N21/234327 ,  H04N21/631 ,  H04N21/6375 ,  H04N21/64322 ,  H04N21/6583

摘要： Methods, apparatus, systems, and software for implementing context adaptive video streaming using multiple streaming connections. Original video content is split into multiple bitstreams at a video streaming server and streamed to a video streaming client. Higher-importance video content, such as I-frames and the base layer for scalable video coder (SVC) content are streamed over a high-priority streaming connection, while lower-importance video content is streamed over a low-priority streaming connection. The high-priority streaming connection may employ a reliable connection protocol such as TCP protocol, while the lower-priority connection may employ UDP or a modified TCP protocol under which some portions of the bitstream may be dropped. Cross-layer context adaptive streaming may be implemented under which context data such as network context and video application context information may be considered to adjust parameters associated with implement one or more streaming connections.

摘要翻译： 用于使用多个流连接实现上下文自适应视频流的方法，装置，系统和软件。 原始视频内容在视频流服务器上分为多个比特流，并流式传输到视频流客户端。 较高重要性的视频内容，例如I帧和用于可缩放视频编码器（SVC）内容的基础层通过高优先级流连接流式传输，而较低重要性的视频内容通过低优先级流连接流式传输。 高优先级流连接可以采用诸如TCP协议之类的可靠的连接协议，而较低优先级的连接可以采用UDP或经修改的TCP协议，在该TCP协议下可以丢弃比特流的某些部分。 可以实现跨层上下文自适应流传输，其中可以考虑诸如网络上下文和视频应用上下文信息之类的上下文数据来调整与实现一个或多个流连接相关联的参数。

公开(公告)号：US20140023038A1

公开(公告)日：2014-01-23

申请号：US13942060

申请日：2013-07-15

申请人： Muthaiah Venkatachalam ,  Donghoon Shin ,  Danny Moses ,  Yang-Seok Choi ,  Vallabhajosyula S. Somayazulu

发明人： Muthaiah Venkatachalam ,  Donghoon Shin ,  Danny Moses ,  Yang-Seok Choi ,  Vallabhajosyula S. Somayazulu

IPC分类号： H04W36/08

CPC分类号： H04W48/18 ,  H04B7/024 ,  H04W8/02 ,  H04W8/085 ,  H04W36/0016 ,  H04W36/08 ,  H04W36/34 ,  H04W40/20 ,  H04W48/10 ,  H04W48/16 ,  H04W48/17 ,  H04W60/00 ,  H04W80/04 ,  H04W84/12 ,  Y02D70/126

摘要： A method and an information handling system configured to select a mobility anchor point for a mobile device in a distributed mobility anchor point network may comprise collecting information about movement behavior or data transfer behavior of the mobile device, or tunneling overhead of two or more base stations. A mobility anchor point associated with a first base station may be assigned to the mobile device if the mobile device is connected to the first base station for at least a predetermined amount of time, if the mobile device transfers at least a predetermined amount of data via the first base station, or device if a tunneling overhead of the first base station is less than a predetermined level. In some embodiments, a centralized mobility anchor may be assigned to the mobile device if the mobile device is highly mobile and there is no identified base station to which the mobile device is frequently connected.

摘要翻译： 配置为在分布式移动性锚点网络中为移动设备选择移动性锚点的方法和信息处理系统可以包括收集关于移动设备的移动行为或数据传输行为的信息，或者两个或多个基站的隧道开销 。 如果移动设备至少连接到第一基站至少预定量的时间，则移动设备可以将与第一基站相关联的移动性锚点分配给移动设备，如果移动设备经由 第一基站或设备，如果第一基站的隧道开销小于预定水平。 在一些实施例中，如果移动设备是高度移动的并且没有移动设备频繁连接到的标识的基站，则集中式移动性锚点可被分配给移动设备。

公开(公告)号：US20130286999A1

公开(公告)日：2013-10-31

申请号：US13662844

申请日：2012-10-29

申请人： Minnie Ho ,  Qinghua Li ,  Xintian E. Lin ,  Vallabhajosyula S. Somayazulu ,  Shilpa Talwar

发明人： Minnie Ho ,  Qinghua Li ,  Xintian E. Lin ,  Vallabhajosyula S. Somayazulu ,  Shilpa Talwar

IPC分类号： H04W72/04

CPC分类号： H04W72/042 ,  H04B7/02 ,  H04L5/00 ,  H04W72/0453 ,  H04W72/048 ,  H04W88/08

摘要： Embodiments of a base station and method for resource allocation using localized and distributed resource blocks are generally described herein. The base station comprises processing circuitry to allocate localized resources to user stations based on receipt of channel quality information received from the user stations and to allocate distributed resource to user stations based on non-receipt of channel quality information. The base station also comprises physical layer circuitry to transmit control information on a physical channel to indicate the resources that are allocated to each scheduled user station.

摘要翻译： 本文一般地描述基站的实施例和使用本地化和分布式资源块的资源分配方法。 基站包括处理电路，用于基于从用户站接收的信道质量信息的接收来向用户站分配本地化的资源，并且基于未接收到信道质量信息来向用户站分配分布式资源。 基站还包括用于在物理信道上发送控制信息以指示分配给每个调度的用户站的资源的物理层电路。

公开(公告)号：US08301155B2

公开(公告)日：2012-10-30

申请号：US13400762

申请日：2012-02-21

申请人： Minnie Ho ,  Qinghua Li ,  Xintian E Lin ,  Vallabhajosyula S. Somayazulu ,  Shilpa Talwar

发明人： Minnie Ho ,  Qinghua Li ,  Xintian E Lin ,  Vallabhajosyula S. Somayazulu ,  Shilpa Talwar

IPC分类号： H04W72/00

CPC分类号： H04W72/042 ,  H04B7/02 ,  H04L5/00 ,  H04W72/0453 ,  H04W72/048 ,  H04W88/08

摘要： Embodiments of a base station and method for resource allocation using localized and distributed resource blocks are generally described herein. The base station comprises processing circuitry to allocate localized resources to user stations based on receipt of channel quality information received from the user stations and to allocate distributed resource to user stations based on non-receipt of channel quality information. The base station also comprises physical layer circuitry to transmit control information on a physical channel to indicate the resources that are allocated to each scheduled user station.

摘要翻译： 本文一般地描述基站的实施例和使用本地化和分布式资源块的资源分配方法。 基站包括处理电路，用于基于从用户站接收的信道质量信息的接收来向用户站分配本地化的资源，并且基于未接收到信道质量信息来向用户站分配分布式资源。 基站还包括用于在物理信道上发送控制信息以指示分配给每个调度的用户站的资源的物理层电路。