公开(公告)号：US11163735B2

公开(公告)日：2021-11-02

申请号：US16446967

申请日：2019-06-20

申请人： International Business Machines Corporation

发明人： Lisa Seacat DeLuca ,  Dana L. Price ,  Joan C. Ruta ,  Shelbee D. Smith-Eigenbrode

IPC分类号： G06F16/00 ,  G06F16/21 ,  G06F16/2457 ,  G06F8/00

摘要： A method and system for sizing databases. Multiple patterns of historical capacity usage by multiple databases in a computer system are identified. The multiple patterns are statistically significant for multiple characteristics due to the multiple databases including an input value of each characteristic of multiple characteristics pertaining to utilization of the multiple databases. A weighted value of capacity usage is computed as ACP*FC*PC, wherein ACP=an average value of historical capacity points for each pattern, FC=fraction of the characteristics associated with each pattern, and PC=a fraction of the multiple databases used for each pattern. One or more current databases are sized via utilization of the computed total value of capacity usage. A virtual machine or a new server of the computer system is created. The virtual machine or new server includes the sized one or more current databases.

公开(公告)号：US11138031B2

公开(公告)日：2021-10-05

申请号：US16572176

申请日：2019-09-16

申请人： Microsoft Technology Licensing, LLC

发明人： Tong Wen ,  Parry Husbands ,  Samuel Weiss

IPC分类号： G06F9/46 ,  G06F9/52 ,  G06F9/54 ,  G06F9/48 ,  G06F8/00 ,  G06F8/36

摘要： Implementing static loaders and savers for the transfer of local and distributed data containers to and from storage systems can be difficult because there are so many different configurations of output formats, data containers and storage systems. Described herein is an extensible componentized data transfer framework for performant and scalable authoring of data loaders and data savers. Abstracted local and distributed workflows drive selection of plug-ins that can be composed by the framework into particular local or distributed scenario loaders and savers. Reusability and code sparsity are maximized.

公开(公告)号：US20210209227A1

公开(公告)日：2021-07-08

申请号：US17195038

申请日：2021-03-08

申请人： Twistlock, Ltd.

发明人： Liron LEVIN ,  Dima STOPEL ,  John MORELLO

IPC分类号： G06F21/54 ,  G06F21/55 ,  G06F21/56 ,  G06N20/00 ,  G06F8/00

摘要： A system and method for defending an application configured to invoke anonymous functions. The method includes analyzing the application to determine at least one branch of the application, wherein each branch is an instruction that deviates from a default behavior of the application; identifying a potential threat branch based on the at least one branch of the application and an anonymous function, the potential threat branch including a call to an anonymous function; and creating a secured instance of the application, wherein creating the secured instance of the application further comprises embedding a policy within the anonymous function of the identified potential threat branch.

公开(公告)号：US11016775B2

公开(公告)日：2021-05-25

申请号：US16453478

申请日：2019-06-26

申请人： Amazon Technologies, Inc.

发明人： Jeffrey T. Huynh ,  Drazen Borkovic ,  Jindrich Zejda ,  Randy Renfu Huang ,  Ron Diamant

IPC分类号： G06F8/00 ,  G06F9/38 ,  G06F9/50 ,  G06N3/04 ,  G06N3/08

摘要： Techniques are disclosed for reordering operations of a neural network to improve runtime efficiency. In some examples, a compiler receives a description of the neural network comprising a plurality of operations. The compiler may determine which execution engine of a plurality of execution engines is to perform each of the plurality of operations. The compiler may determine an order of performance associated with the plurality of operations. The compiler may identify a runtime inefficiency based on the order of performance and a hardware usage for each of the plurality of operations. An operation may be reordered to reduce the runtime inefficiency. Instructions may be compiled based on the plurality of operations, which include the reordered operation.

公开(公告)号：US20210084064A1

公开(公告)日：2021-03-18

申请号：US17105239

申请日：2020-11-25

申请人： WHITEHAT SECURITY, INC.

发明人： Joseph FEIMAN ,  Eric SHERIDAN ,  Prabhuram MOHAN

IPC分类号： H04L29/06 ,  G06N3/02 ,  G06F9/54 ,  G06F8/00 ,  G06F11/36 ,  G06F9/445

摘要： Disclosed are systems, methods and computer readable mediums for intelligent and directed dynamic application security testing. The systems, methods and computer-readable mediums can be configured to receive an attack location and an attack type for a web-application, transmit the attack location and attack type to a ID-DAST platform, receive from the ID-DAST platform a payload, attack the web-application using the payload, and receive results of the attack.

公开(公告)号：US10936969B2

公开(公告)日：2021-03-02

申请号：US15716385

申请日：2017-09-26

申请人： Shabaz Basheer Patel

发明人： Shabaz Basheer Patel ,  Anand Kiran Sampat

IPC分类号： G06N20/00 ,  G06N5/00 ,  G06F8/00 ,  G06F8/71 ,  G06F8/60 ,  G06F30/00 ,  H04L29/08

摘要： In general, certain embodiments of the present disclosure provide methods and systems for enabling a reproducible processing of machine learning models and scalable deployment on a distributed network. The method comprises building a machine learning model; training the machine learning model to produce a plurality of versions of the machine learning model; tracking the plurality of versions of the machine learning model to produce a change facilitator tool; sharing the change facilitator tool to one or more devices such that each device can reproduce the plurality of versions of the machine learning model; and generating a deployable version of the machine learning model through repeated training.

公开(公告)号：US10798218B2

公开(公告)日：2020-10-06

申请号：US16016389

申请日：2018-06-22

申请人： Alibaba Group Holding Limited

发明人： Songlin Zhang

IPC分类号： G06F15/177 ,  G06F15/16 ,  H04L29/06 ,  G06F16/951 ,  G06F8/00 ,  G06F9/54 ,  H04L12/24 ,  H04L29/12

摘要： The present application discloses an environment isolation method. First, a pre-configured full address in a routing address pool in a Remote Procedure Call (RPC) client terminal is automatically refreshed according to a preset cycle. The RPC client terminal stops automatic refresh in the routing address pool after receiving an environment isolation instruction sent by an environment isolation device, and replaces a current address in the routing address pool with a combined address. When subsequently receiving a service call request sent by a user, the RPC client terminal generates a valid target address based on the combined address in the routing address pool, sends the service call request to an RPC server terminal corresponding to the target address, and returns to the user a service processing result returned by the RPC server terminal.

公开(公告)号：US20200012515A1

公开(公告)日：2020-01-09

申请号：US16572176

申请日：2019-09-16

申请人： Microsoft Technology Licensing, LLC

发明人： Tong Wen ,  Parry Husbands ,  Samuel Weiss

IPC分类号： G06F9/46 ,  G06F8/00 ,  G06F9/48 ,  G06F9/54 ,  G06F9/52

摘要： Implementing static loaders and savers for the transfer of local and distributed data containers to and from storage systems can be difficult because there are so many different configurations of output formats, data containers and storage systems. Described herein is an extensible componentized data transfer framework for performant and scalable authoring of data loaders and data savers. Abstracted local and distributed workflows drive selection of plug-ins that can be composed by the framework into particular local or distributed scenario loaders and savers. Reusability and code sparsity are maximized.

公开(公告)号：US10445130B2

公开(公告)日：2019-10-15

申请号：US15617526

申请日：2017-06-08

申请人： Microsoft Technology Licensing, LLC

发明人： Tong Wen ,  Parry Husbands ,  Samuel Weiss

IPC分类号： G06F9/46 ,  G06F9/52 ,  G06F9/54 ,  G06F8/00 ,  G06F9/48 ,  G06F8/36

摘要： Implementing static loaders and savers for the transfer of local and distributed data containers to and from storage systems can be difficult because there are so many different configurations of output formats, data containers and storage systems. Described herein is an extensible componentized data transfer framework for performant and scalable authoring of data loaders and data savers. Abstracted local and distributed workflows drive selection of plug-ins that can be composed by the framework into particular local or distributed scenario loaders and savers. Reusability and code sparsity are maximized.

公开(公告)号：US10331774B2

公开(公告)日：2019-06-25

申请号：US14187060

申请日：2014-02-21

申请人： Tata Consultancy Services Limited

发明人： Subbarao Siram

IPC分类号： G06F8/00 ,  G06F8/20 ,  G06F8/30 ,  G06F8/34 ,  G06F8/38 ,  H04M1/57 ,  H04N5/44 ,  G06F17/21 ,  G06F17/22 ,  G06F17/24 ,  H04N5/445 ,  G06F16/958 ,  G06F3/0482 ,  G06F17/00

摘要： The present disclosure generally relates to systems and methods for designing webpage and, more particularly, to systems and methods for designing artifacts associated with a webpage in a web development environment. In one embodiment, a system for designing artifacts associated with a webpage is provided. The system may identify a style pattern based on an HTML pattern of the webpage and one or more boundary conditions. The system may also determine one or more editing operations to be performed on the artifacts based on one or more style specifications. The system may further perform the one or more determined editing operations on the artifacts based a value associated with one or more of the artifacts, the style pattern, and the boundary conditions, and render design of the artifacts based on the performance of the editing operations.