公开(公告)号：US20160359697A1

公开(公告)日：2016-12-08

申请号：US15145666

申请日：2016-05-03

Applicant: Cisco Technology, Inc.

Inventor： Ellen Christine Scheib ,  Ali Parandehgheibi ,  Omid Madani ,  Vimalkumar Jeyakumar ,  Navindra Yadav ,  Mohammadreza Alizadeh Attar

IPC: H04L12/26 ,  H04W84/18

CPC classification number: H04L43/045 ,  G06F3/0482 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/45558 ,  G06F17/30241 ,  G06F17/3053 ,  G06F17/30554 ,  G06F17/30598 ,  G06F17/30604 ,  G06F17/30867 ,  G06F21/53 ,  G06F21/552 ,  G06F21/566 ,  G06F2009/4557 ,  G06F2009/45587 ,  G06F2009/45591 ,  G06F2009/45595 ,  G06F2221/033 ,  G06F2221/2101 ,  G06F2221/2105 ,  G06F2221/2111 ,  G06F2221/2115 ,  G06F2221/2145 ,  G06N99/005 ,  G06T11/206 ,  H04J3/0661 ,  H04J3/14 ,  H04L1/242 ,  H04L9/0866 ,  H04L9/3239 ,  H04L9/3242 ,  H04L41/046 ,  H04L41/0668 ,  H04L41/0803 ,  H04L41/0806 ,  H04L41/0816 ,  H04L41/0893 ,  H04L41/12 ,  H04L41/16 ,  H04L41/22 ,  H04L43/02 ,  H04L43/04 ,  H04L43/062 ,  H04L43/08 ,  H04L43/0805 ,  H04L43/0811 ,  H04L43/0829 ,  H04L43/0841 ,  H04L43/0858 ,  H04L43/0864 ,  H04L43/0876 ,  H04L43/0882 ,  H04L43/0888 ,  H04L43/10 ,  H04L43/106 ,  H04L43/12 ,  H04L43/16 ,  H04L45/306 ,  H04L45/38 ,  H04L45/46 ,  H04L45/507 ,  H04L45/66 ,  H04L45/74 ,  H04L47/11 ,  H04L47/20 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/28 ,  H04L47/31 ,  H04L47/32 ,  H04L61/2007 ,  H04L63/0227 ,  H04L63/0263 ,  H04L63/06 ,  H04L63/0876 ,  H04L63/1408 ,  H04L63/1416 ,  H04L63/1425 ,  H04L63/1433 ,  H04L63/1441 ,  H04L63/145 ,  H04L63/1458 ,  H04L63/1466 ,  H04L63/16 ,  H04L63/20 ,  H04L67/10 ,  H04L67/1002 ,  H04L67/12 ,  H04L67/16 ,  H04L67/22 ,  H04L67/36 ,  H04L67/42 ,  H04L69/16 ,  H04L69/22 ,  H04W72/08 ,  H04W84/18

Abstract: Application dependency mapping (ADM) can be automated in a network. The network can determine an optimum number of clusters for the network using the minimum description length principle (MDL). The network can capture network and associated data using a sensor network that provides multiple perspectives and generate a graph therefrom. The nodes of the graph can include sources, destinations, and destination ports identified in the captured data, and the edges of the graph can include observed flows from the sources to the destinations at the destination ports. Each clustering can be evaluated according to an MDL score. The optimum number of clusters for the network may correspond to the number of clusters of the clustering associated with the minimum MDL score.

Abstract translation: 应用程序依赖关系映射（ADM）可以在网络中自动化。 网络可以使用最小描述长度原则（MDL）来确定网络的最佳聚类数。 网络可以使用提供多个透视图并从其生成图形的传感器网络捕获网络和相关数据。 图形的节点可以包括在捕获的数据中标识的源，目的地和目的地端口，并且图形的边缘可以包括从源到目的地端口的目的地的观测流。 可以根据MDL评分来评估每个聚类。 网络的最佳聚类数可以对应于与最小MDL分数相关联的聚类的聚类数。

公开(公告)号：US20160359678A1

公开(公告)日：2016-12-08

申请号：US15140365

申请日：2016-04-27

Applicant: Cisco Technology, Inc.

Inventor： Omid Madani ,  Ali Parandehgheibi ,  Navindra Yadav ,  Vimalkumar Jeyakumar ,  Ellen Christine Scheib ,  Mohammadreza Alizadeh Attar

IPC: H04L12/24 ,  G06F9/455 ,  G06F17/30 ,  H04L29/08 ,  G06F3/0484

CPC classification number: H04L43/045 ,  G06F3/0482 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/45558 ,  G06F16/122 ,  G06F16/137 ,  G06F16/162 ,  G06F16/17 ,  G06F16/173 ,  G06F16/174 ,  G06F16/1744 ,  G06F16/1748 ,  G06F16/2322 ,  G06F16/235 ,  G06F16/2365 ,  G06F16/24578 ,  G06F16/248 ,  G06F16/285 ,  G06F16/288 ,  G06F16/29 ,  G06F16/9535 ,  G06F21/53 ,  G06F21/552 ,  G06F21/566 ,  G06F2009/4557 ,  G06F2009/45587 ,  G06F2009/45591 ,  G06F2009/45595 ,  G06F2221/033 ,  G06F2221/2101 ,  G06F2221/2105 ,  G06F2221/2111 ,  G06F2221/2115 ,  G06F2221/2145 ,  G06N20/00 ,  G06N99/00 ,  G06T11/206 ,  H04J3/0661 ,  H04J3/14 ,  H04L1/242 ,  H04L9/0866 ,  H04L9/3239 ,  H04L9/3242 ,  H04L41/046 ,  H04L41/0668 ,  H04L41/0803 ,  H04L41/0806 ,  H04L41/0816 ,  H04L41/0893 ,  H04L41/12 ,  H04L41/16 ,  H04L41/22 ,  H04L43/02 ,  H04L43/04 ,  H04L43/062 ,  H04L43/08 ,  H04L43/0805 ,  H04L43/0811 ,  H04L43/0829 ,  H04L43/0841 ,  H04L43/0858 ,  H04L43/0864 ,  H04L43/0876 ,  H04L43/0882 ,  H04L43/0888 ,  H04L43/10 ,  H04L43/106 ,  H04L43/12 ,  H04L43/16 ,  H04L45/306 ,  H04L45/38 ,  H04L45/46 ,  H04L45/507 ,  H04L45/66 ,  H04L45/74 ,  H04L47/11 ,  H04L47/20 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/28 ,  H04L47/31 ,  H04L47/32 ,  H04L61/2007 ,  H04L63/0227 ,  H04L63/0263 ,  H04L63/06 ,  H04L63/0876 ,  H04L63/1408 ,  H04L63/1416 ,  H04L63/1425 ,  H04L63/1433 ,  H04L63/1441 ,  H04L63/145 ,  H04L63/1458 ,  H04L63/1466 ,  H04L63/16 ,  H04L63/20 ,  H04L67/10 ,  H04L67/1002 ,  H04L67/12 ,  H04L67/16 ,  H04L67/22 ,  H04L67/36 ,  H04L67/42 ,  H04L69/16 ,  H04L69/22 ,  H04W72/08 ,  H04W84/18

Abstract: This disclosure generally relate to a method and system for mapping application dependency information. The present technology relates techniques that enable user-adjustable application dependency mapping of a network system. By collecting internal network data using various sensors in conjunction with external user inputs, the present technology can provide optimized application dependency mapping using user inputs.

Abstract translation: 本公开通常涉及用于映射应用依赖性信息的方法和系统。 本技术涉及使得网络系统的用户可调整的应用依赖性映射的技术。 通过使用各种传感器结合外部用户输入收集内部网络数据，本技术可以使用用户输入提供优化的应用依赖性映射。

公开(公告)号：US20250112844A1

公开(公告)日：2025-04-03

申请号：US18980374

申请日：2024-12-13

Applicant: Cisco Technology, Inc.

Inventor： Omid Madani ,  Ali Parandehgheibi ,  Navindra Yadav ,  Vimalkumar Jeyakumar ,  Ellen Christine Scheib ,  Mohammadreza Alizadeh Attar

IPC: H04L43/045 ,  G06F3/0482 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/455 ,  G06F16/11 ,  G06F16/13 ,  G06F16/16 ,  G06F16/17 ,  G06F16/174 ,  G06F16/23 ,  G06F16/2457 ,  G06F16/248 ,  G06F16/28 ,  G06F16/29 ,  G06F16/9535 ,  G06F21/53 ,  G06F21/55 ,  G06F21/56 ,  G06N20/00 ,  G06N99/00 ,  G06T11/20 ,  H04J3/06 ,  H04J3/14 ,  H04L1/24 ,  H04L7/10 ,  H04L9/08 ,  H04L9/32 ,  H04L9/40 ,  H04L41/046 ,  H04L41/0668 ,  H04L41/0803 ,  H04L41/0806 ,  H04L41/0816 ,  H04L41/0893 ,  H04L41/12 ,  H04L41/16 ,  H04L41/22 ,  H04L43/02 ,  H04L43/026 ,  H04L43/04 ,  H04L43/062 ,  H04L43/08 ,  H04L43/0805 ,  H04L43/0811 ,  H04L43/0829 ,  H04L43/0852 ,  H04L43/0864 ,  H04L43/0876 ,  H04L43/0882 ,  H04L43/0888 ,  H04L43/10 ,  H04L43/106 ,  H04L43/12 ,  H04L43/16 ,  H04L45/00 ,  H04L45/302 ,  H04L45/50 ,  H04L45/74 ,  H04L47/11 ,  H04L47/20 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/28 ,  H04L47/31 ,  H04L47/32 ,  H04L61/5007 ,  H04L67/01 ,  H04L67/10 ,  H04L67/1001 ,  H04L67/12 ,  H04L67/50 ,  H04L67/51 ,  H04L67/75 ,  H04L69/16 ,  H04L69/22 ,  H04W72/54 ,  H04W84/18

Abstract: This disclosure generally relates to a method and system for mapping application dependency information. The present technology relates techniques that enable user-adjustable application dependency mapping of a network system. By collecting internal network data using various sensors in conjunction with external user inputs, the present technology can provide optimized application dependency mapping using user inputs.

公开(公告)号：US12231307B2

公开(公告)日：2025-02-18

申请号：US17559674

申请日：2021-12-22

Applicant: Cisco Technology, Inc.

Inventor： Omid Madani ,  Ali Parandehgheibi ,  Navindra Yadav ,  Vimalkumar Jeyakumar ,  Ellen Christine Scheib ,  Mohammadreza Alizadeh Attar

IPC: H04L67/10 ,  G06F3/0482 ,  G06F3/04842 ,  G06F3/04847 ,  G06F9/455 ,  G06F16/11 ,  G06F16/13 ,  G06F16/16 ,  G06F16/17 ,  G06F16/174 ,  G06F16/23 ,  G06F16/2457 ,  G06F16/248 ,  G06F16/28 ,  G06F16/29 ,  G06F16/9535 ,  G06F21/53 ,  G06F21/55 ,  G06F21/56 ,  G06N20/00 ,  G06N99/00 ,  G06T11/20 ,  H04J3/06 ,  H04J3/14 ,  H04L1/24 ,  H04L7/10 ,  H04L9/08 ,  H04L9/32 ,  H04L9/40 ,  H04L41/046 ,  H04L41/0668 ,  H04L41/0803 ,  H04L41/0806 ,  H04L41/0816 ,  H04L41/0893 ,  H04L41/12 ,  H04L41/16 ,  H04L41/22 ,  H04L43/02 ,  H04L43/026 ,  H04L43/04 ,  H04L43/045 ,  H04L43/062 ,  H04L43/08 ,  H04L43/0805 ,  H04L43/0811 ,  H04L43/0829 ,  H04L43/0852 ,  H04L43/0864 ,  H04L43/0876 ,  H04L43/0882 ,  H04L43/0888 ,  H04L43/10 ,  H04L43/106 ,  H04L43/12 ,  H04L43/16 ,  H04L45/00 ,  H04L45/302 ,  H04L45/50 ,  H04L45/74 ,  H04L47/11 ,  H04L47/20 ,  H04L47/2441 ,  H04L47/2483 ,  H04L47/28 ,  H04L47/31 ,  H04L47/32 ,  H04L61/5007 ,  H04L67/01 ,  H04L67/1001 ,  H04L67/12 ,  H04L67/51 ,  H04L67/75 ,  H04L69/16 ,  H04L69/22 ,  H04W72/54 ,  H04W84/18 ,  H04L67/50

Abstract: This disclosure generally relate to a method and system for mapping application dependency information. The present technology relates techniques that enable user-adjustable application dependency mapping of a network system. By collecting internal network data using various sensors in conjunction with external user inputs, the present technology can provide optimized application dependency mapping using user inputs.

公开(公告)号：US20240179153A1

公开(公告)日：2024-05-30

申请号：US18436185

申请日：2024-02-08

Applicant: Cisco Technology, Inc.

Inventor： Navindra Yadav ,  Abhishek Ranjan Singh ,  Shashidhar Gandham ,  Ellen Christine Scheib ,  Omid Madani ,  Ali Parandehgheibi ,  Jackson Ngoc Ki Pang ,  Vimalkumar Jeyakumar ,  Michael Standish Watts ,  Hoang Viet Nguyen ,  Khawar Deen ,  Rohit Chandra Prasad ,  Sunil Kumar Gupta ,  Supreeth Hosur Nagesh Rao ,  Anubhav Gupta ,  Ashutosh Kulshreshtha ,  Roberto Fernando Spadaro ,  Hai Trong Vu ,  Varun Sagar Malhotra ,  Shih-Chun Chang ,  Bharathwaj Sankara Viswanathan ,  Fnu Rachita Agasthy ,  Duane Thomas Barlow

IPC: H04L9/40 ,  H04L43/04 ,  H04L43/062 ,  H04L43/0894

CPC classification number: H04L63/1408 ,  H04L43/04 ,  H04L43/0894 ,  H04L63/02 ,  H04L63/1425 ,  H04L43/062

Abstract: An example method includes detecting, using sensors, packets throughout a datacenter. The sensors can then send packet logs to various collectors which can then identify and summarize data flows in the datacenter. The collectors can then send flow logs to an analytics module which can identify the status of the datacenter and detect an attack.

公开(公告)号：US11863921B2

公开(公告)日：2024-01-02

申请号：US18313255

申请日：2023-05-05

Applicant: Cisco Technology, Inc.

Inventor： Ashutosh Kulshreshtha ,  Omid Madani ,  Vimal Jeyakumar ,  Navindra Yadav ,  Ali Parandehgheibi ,  Andy Sloane ,  Kai Chang ,  Khawar Deen ,  Shih-Chun Chang ,  Hai Vu

IPC: H04L67/12 ,  H04L43/16 ,  H04Q9/02 ,  H04L13/04 ,  G06F11/34 ,  H04L43/026 ,  H04L41/0631 ,  H04L41/0681 ,  H04L41/14

CPC classification number: H04Q9/02 ,  G06F11/3495 ,  H04L13/04 ,  H04L41/064 ,  H04L41/0681 ,  H04L43/026 ,  H04L67/12 ,  H04L41/14 ,  H04L43/16 ,  H04Q2209/20

Abstract: An application and network analytics platform can capture telemetry from servers and network devices operating within a network. The application and network analytics platform can determine an application dependency map (ADM) for an application executing in the network. Using the ADM, the application and network analytics platform can resolve flows into flowlets of various granularities, and determine baseline metrics for the flowlets. The baseline metrics can include transmission times, processing times, and/or data sizes for the flowlets. The application and network analytics platform can compare new flowlets against the baselines to assess availability, load, latency, and other performance metrics for the application. In some implementations, the application and network analytics platform can automate remediation of unavailability, load, latency, and other application performance issues.

公开(公告)号：US11765046B1

公开(公告)日：2023-09-19

申请号：US16188979

申请日：2018-11-13

Applicant: Cisco Technology, Inc.

Inventor： Weifei Zeng ,  Omid Madani ,  Varun Malhotra ,  Paul Mach ,  Yash Vipul Doshi ,  Sayeed Mohammed Tasnim ,  Thanh Nhan Thi Nguyen ,  Navindra Yadav ,  Shashi Gandham

IPC: H04L41/16 ,  H04L41/0893 ,  G06N20/00 ,  G06F16/9532

CPC classification number: H04L41/16 ,  G06F16/9532 ,  G06N20/00 ,  H04L41/0893

Abstract: This disclosure provides solutions for automatically grouping network devices (e.g., endpoints) into clusters based on device characteristics. In some aspects, the disclosed technology also provides solutions for generating user selectable queries based on cluster characteristics. A process of the disclosed technology can include steps for identifying one or more device characteristics associated with a first network device, identifying one or more cluster characteristics for each of a first cluster and a second cluster, and comparing the device characteristics associated with the first network device with the one or more cluster characteristics for the first cluster and the second cluster. The process can further include steps for adding the first network device to the first cluster based on the cluster characteristics for the first cluster and the device characteristics for the first network device. Systems and machine-readable media are also provided.

公开(公告)号：US20220116292A1

公开(公告)日：2022-04-14

申请号：US17559674

申请日：2021-12-22

Applicant: Cisco Technology, Inc.

Inventor： Omid Madani ,  Ali Parandehgheibi ,  Navindra Yadav ,  Vimalkumar Jeyakumar ,  Ellen Christine Scheib ,  Mohammadreza Alizadeh Attar

IPC: H04L43/045 ,  G06F9/455 ,  G06N20/00 ,  G06F21/55 ,  G06F21/56 ,  G06F16/28 ,  G06F16/2457 ,  G06F16/248 ,  G06F16/29 ,  G06F16/16 ,  G06F16/17 ,  G06F16/11 ,  G06F16/13 ,  G06F16/174 ,  G06F16/23 ,  G06F16/9535 ,  G06N99/00 ,  H04L9/32 ,  H04L41/0668 ,  H04L43/0805 ,  H04L43/0811 ,  H04L43/0852 ,  H04L43/106 ,  H04L45/00 ,  H04L45/50 ,  H04L67/12 ,  H04L67/01 ,  H04L43/026 ,  H04L43/062 ,  H04L43/10 ,  H04L47/2441 ,  H04L41/0893 ,  H04L43/08 ,  H04L43/04 ,  H04W84/18 ,  H04L67/10 ,  H04L67/51 ,  H04L41/046 ,  H04L43/0876 ,  H04L41/12 ,  H04L41/16 ,  H04L41/0816 ,  G06F21/53 ,  H04L41/22 ,  G06F3/04842 ,  G06F3/04847 ,  H04L41/0803 ,  H04L67/75 ,  H04L43/0829 ,  H04L43/16 ,  H04L1/24 ,  H04W72/08 ,  H04L9/08 ,  H04J3/06 ,  H04J3/14 ,  H04L61/5007 ,  H04L47/20 ,  H04L47/32 ,  H04L43/0864 ,  H04L47/11 ,  H04L69/22 ,  H04L45/74 ,  H04L47/2483 ,  H04L43/0882 ,  H04L41/0806 ,  H04L43/0888 ,  H04L43/12 ,  H04L47/31 ,  G06F3/0482 ,  G06T11/20 ,  H04L43/02 ,  H04L47/28 ,  H04L69/16 ,  H04L67/1001 ,  H04L45/30

Abstract: This disclosure generally relate to a method and system for mapping application dependency information. The present technology relates techniques that enable user-adjustable application dependency mapping of a network system. By collecting internal network data using various sensors in conjunction with external user inputs, the present technology can provide optimized application dependency mapping using user inputs.

公开(公告)号：US11252058B2

公开(公告)日：2022-02-15

申请号：US15140365

申请日：2016-04-27

Applicant: Cisco Technology, Inc.

Inventor： Omid Madani ,  Ali Parandehgheibi ,  Navindra Yadav ,  Vimalkumar Jeyakumar ,  Ellen Christine Scheib ,  Mohammadreza Alizadeh Attar

IPC: G06F3/00 ,  G06F9/00 ,  G06F17/00 ,  H04L12/26 ,  H04L29/06 ,  G06F9/455 ,  G06N20/00 ,  G06F21/55 ,  G06F21/56 ,  G06F16/28 ,  G06F16/2457 ,  G06F16/248 ,  G06F16/29 ,  G06F16/16 ,  G06F16/17 ,  G06F16/11 ,  G06F16/13 ,  G06F16/174 ,  G06F16/23 ,  G06F16/9535 ,  G06N99/00 ,  H04L9/32 ,  H04L12/24 ,  H04L12/715 ,  H04L12/723 ,  H04L29/08 ,  H04L12/851 ,  H04W84/18 ,  G06F21/53 ,  G06F3/0484 ,  H04L1/24 ,  H04W72/08 ,  H04L9/08 ,  H04J3/06 ,  H04J3/14 ,  H04L29/12 ,  H04L12/813 ,  H04L12/823 ,  H04L12/801 ,  H04L12/741 ,  H04L12/833 ,  H04L12/721 ,  G06F3/0482 ,  G06T11/20 ,  H04L12/841 ,  H04L12/725

Abstract: This disclosure generally relate to a method and system for mapping application dependency information. The present technology relates techniques that enable user-adjustable application dependency mapping of a network system. By collecting internal network data using various sensors in conjunction with external user inputs, the present technology can provide optimized application dependency mapping using user inputs.

公开(公告)号：US20210176145A1

公开(公告)日：2021-06-10

申请号：US17110100

申请日：2020-12-02

Applicant: Cisco Technology, Inc.

Inventor： Ellen Christine Scheib ,  Ali Parandehgheibi ,  Omid Madani ,  Vimalkumar Jeyakumar ,  Navindra Yadav ,  Mohammadreza Alizadeh Attar

IPC: H04L12/26 ,  H04L12/721 ,  H04L12/725 ,  H04L29/06 ,  H04L12/851 ,  G06F3/0484 ,  H04L12/24 ,  H04L29/08 ,  H04W84/18 ,  G06F16/17 ,  G06F16/174 ,  H04L12/723 ,  G06F16/16 ,  G06N99/00 ,  G06F9/455 ,  G06F16/23 ,  H04L9/32 ,  H04L12/833 ,  H04L12/813 ,  G06F16/28 ,  H04J3/06 ,  G06F16/2457 ,  H04L12/715 ,  H04L9/08 ,  H04W72/08 ,  G06F21/55 ,  G06F3/0482 ,  G06F16/29 ,  H04L1/24 ,  H04L29/12 ,  G06F21/53 ,  G06F21/56 ,  G06F16/248 ,  G06F16/13 ,  H04L12/741 ,  G06F16/11 ,  H04L12/823 ,  H04L12/841 ,  H04L12/801 ,  H04J3/14 ,  G06T11/20 ,  G06F16/9535 ,  G06N20/00

Abstract: Systems and methods are provided for automatically discovering applications/clusters in a network and mapping dependencies between the applications/clusters. A network monitoring system can capture network flow data using sensors executing on physical and/or virtual servers of the network and sensors executing on networking devices connected to the servers. The system can determine a graph including nodes, representing at least the servers, and edges, between pairs of the nodes of the graph indicating the network flow data includes one or more observed flows between pairs of the servers represented by the pairs of the nodes. The system can determine a dependency map, including representations of clusters of the servers and representations of dependencies between the clusters, based on the graph. The system can display a first representation of a first cluster of the dependency map and information indicating a confidence level of identifying the first cluster.