Cisco Technology, Inc.

Ludwig Alexander Clemm

Yegnanarayanan Chandramouli

Saileshwar Krishnamurthy

Eric Albin Voit

Samer Salam

Wojciech Dec

Shyyunn Lin

Steve Chen-Lin Chang

Junekang Yang

Ashwin Pankaj

Shashidhar Srinivasa

Carlos M Pignataro

Petre Dini

Cosmin Nicu Dini

Manuela Ionelia Popescu

Jianbin Zhao

Benoit Claise

Edward Albert Warnicke

Jiabin Zhao

A network analytics controller is established in a network. The network includes a plurality of nodes. A plurality of network analytics agents is established; each agent at a node of the network. Network analytics configuration parameters, including a network analytics scope, are received at the networks analytics controller. A task is assigned to each agent at a node determined to be within the network analytics scope, the task comprising that portion of the network analytics specified in the network analytics configuration parameters relevant to the corresponding node. The assigned task is performed at each agent assigned a task. The networks analytics controller receives the results of each performed task, and aggregates the received results.

Network embedded framework for distributed network analytics

Installing on a node of a computer network, an agent of a network system. The installed agent receives a network task via the network. The network task involves a second node of the network. The receiving agent generates a probe implementing the task and targeted to the second node. Either the receiving agent or the generated probe generates a command for the second node. The command is related to the probe and can be in the form of a data link layer protocol data unit for network operations, administration, and maintenance (OAM). The agent or node that generates the command communicates the command to the second node. The second node executes the communicated command. The second node communicates an acknowledgment of the executed command to the first node.

Control of network nodes in computer network systems

An example method for facilitating conflict avoidant traffic routing in a network environment is provided and includes detecting, at a network element, an intent conflict at a peer network element in a network, and changing a forwarding decision at the network element to steer traffic around the conflicted peer network element. The intent conflict refers to an incompatibility between an asserted intent associated with the traffic and an implemented intent associated with the traffic. In specific embodiments, the detecting includes mounting rules from the peer network element into the network element, and analyzing the mounted rules to determine intent conflict. In some embodiments, a central controller in the network deploys one or more intentlets on a plurality of network elements in the network according to corresponding intent deployment parameters.

Conflict avoidant traffic routing in a network environment

A network analytics controller in a computer network receives specification of a network analysis task. The controller creates maplets. Each maplet corresponds to an agent executing on a network node in the computer network. Each maplet specifies the network data collection configuration, collected data processing, and processed data reporting to be performed to support the network analysis task at the node executing the corresponding agent. The controller communicates the maplet corresponding to the agent over the computer network to each agent. Each agent receiving a maplet configures its corresponding network node for network data collection, collected data processing, and processed data reporting in accordance with the received maplet. Each agent receiving a maplet collects and processes network data, and reports the processed data to the controller, in accordance with the configuration. The controller aggregates, as the result of the network analysis task, the data reported from each agent.

Distributed and adaptive computer network analytics

An example method for facilitating network control and management using semantic reasoners in a network environment is provided and includes generating a fully populated semantics model of the network from network data according to a base network ontology of the network, mapping the fully populated semantics model to a network knowledge base, feeding contents of the network knowledge base to a semantic reasoner, and controlling and managing the network using the semantic reasoner. In specific embodiments, generating the model includes receiving the network data from the network, parsing the network data, loading the parsed network data into in-memory data structures, accessing a manifest specifying binding between a network data definition format and ontology components of the base network ontology, identifying ontology components associated with the network data based on the manifest, and populating the identified ontology components with individuals and properties from the corresponding data structures.

Network control and management using semantic reasoners in a network environment

An example method for automating monitoring using configuration event triggers in a network environment is provided and includes receiving a change request for a configuration change, creating a change impact monitor according to a profile associated with the configuration change, taking a first snapshot of performance indicators when the configuration change is applied, taking a second snapshot of the performance indicators a predetermined duration after applying the configuration change, and generating a change impact notification describing the first snapshot and the second snapshot. The profile can specify the performance indicators for the configuration change. A change agent that creates the change impact monitor may also be invoked. In some embodiments, the method can further include receiving a soak command, and taking a third snapshot of the performance indicators before applying the configuration change.

Automating monitoring using configuration event triggers in a network environment

The network device is described that comprises an allocator to adaptively allocate respective event message rate limits to client network devices that is in communication with an event-based system logging server to send event messages to the logging server for processing. The adaptively allocated event message rate limits are communicated to the client network devices so that limiting of a global rate of event messages received by the logging server comprises limiting the respective rates at which the client network devices can transmit event messages to the logging server. Measurement of respective event message rates comprises a count of event messages actually received by the logging server from the corresponding client device within a defined time window.

Adaptive cross-network message bandwidth allocation by message servers

In one embodiment, a network device is described as including a rate monitor to monitor an actual individual message rate of event messages sent from each one of a plurality of sending devices operatively in communication with the network device, an allocator to allocate an individual message rate limit to each of the plurality of sending devices, and a communication module to communicate a rate limit instruction to at least one of the sending devices, the rate limit instruction to limit the transmission rate of event messages.

A method and system to profile applications are provided. The system may include a capture module to capture resources consumption data for an application and a requirements generator to generate resources requirement data for the application. The resources requirement data may be generated by the requirements generator utilizing the resource consumption data. The system may further include a profile generator to generate a profile for the application. The profile may comprise the resources consumption data and the resources requirement data.

Method and system to generate execution-based scheduling signature for an application

A method and system for processing directives included in management events are disclosed. A method for handling management events includes detecting an event generated upon an occurrence relating to a device, such as a network device. The device related occurrence has a characteristic. A directive, appropriate to this characteristic, is included with the event format. The event is directed to a management entity, which interprets the directive and handles the event by processing it according to the directive. Such preprocessing directives included in the events allow recipients of the events to decide what to do with them, e.g., with the messages therein, and thus help prevent inadvertent loss of information conveyed in these events.

Method and system for processing directives included in management events

In some example embodiments, a apparatus and method are shown that include receiving a subscription instruction identifying a subscription to management information from a network device. Additionally, the apparatus and method includes periodically retrieving the management information from the network device. Further, the apparatus and method includes formatting the management information according to an export template. The apparatus and method also includes transmitting the management information utilizing a protocol. A apparatus and network device are also shown that include receiving a management information snapshot as part of a periodic subscription. This apparatus and method includes processing the management information snapshot based upon an export template, the export template defined as part of an IPFIX protocol.

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Los Gatos, CA, United States of America

Ludwig Alexander Clemm