1. Technical Field
Embodiments of the present disclosure relate generally to detecting impairments in a network.
2. Background Art
A conventional network includes nodes that route some form of data between a service provider and customers that subscribe to the service. Often, a network includes many nodes—sometimes hundreds or thousands. In turn, each node in a conventional network may serve hundreds or thousands of customers. Thus, a single malfunctioning node can negatively affect a large number of customers, decreasing customer satisfaction with the service and the service provider.
Service providers often take a reactive approach to detecting impairments in the networks that they maintain and operate. This may be because the service providers do not have the ability to monitor the network equipment—such as nodes—in real-time, and therefore are unaware when equipment in the network begins to malfunction. Consequently, customers themselves must notify the service provider of interruption in their service before the service provider dispatches a technician to troubleshoot the network. This reactive approach can lead to long service outages, again decreasing customer satisfaction.
Thus, a proactive approach to detecting impairments in a network is needed in order to minimize or eliminate service outages caused by malfunctioning network equipment and to increase customer satisfaction.
Embodiments of the present disclosure describes a system and method for identifying impairments in a network. Some embodiments describe a HFC network system having the ability to detect when nodes in the network are operating at or below desired levels of functionality. Other embodiments describe a method for detecting one or more nodes in a HFC network that are operating at or below desired levels of functionality. These and other features of the disclosure are described in more detail below.
While the present invention is described herein with illustrative embodiments for particular applications, it should be understood that the invention is not limited thereto. Those skilled in the art with access to the teachings provided herein will recognize additional modifications, applications, and embodiments within the scope thereof and additional fields in which the invention would be of significant utility.
The terms “embodiments” or “embodiments of the invention” do not require that all embodiments include the discussed feature, advantage, or mode of operation. Alternate embodiments may be devised without departing from the scope or spirit of the disclosure, and well-known elements may not be described in detail or may be omitted so as not to obscure the relevant details. In addition, the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting. For example, as used herein, the singular forms “a,” “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises,” “comprising,” “includes” and/or “including,” when used herein, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
Turning to
CMTS 110 includes equipment for providing data and/or voice services—such as cable television (CATV), Internet service, telephony service, and the like—to CPE 140-145. CMTS 110 and CPE 140-145 communicate, i.e., transport signals, through nodes 130-131 using a communications protocol; the communications protocol may adhere to the Data Over Cable Service Interface Specification (DOCSIS), or any other standard or specification. In some embodiments CMTS 110 may include or be communicatively coupled to equipment for connecting to and communicating with other networks—including but not limited to satellite networks, telephone networks (e.g., the plain old telephone service (POTS)), computer networks (e.g., the Internet), and the like.
As should be apparent to a person of ordinary skill in the art, the HFC network system 100 of
The nodes 130-131 of
As an example of communication in the downstream direction, the node 130 may receive an optical signal transmitted over the fiber optic cabling 150 from CMTS 110, convert the optical signal to an electrical signal, and transmit the electrical signal over the coaxial cabling 160 to CPE 140. As an example of communication in the upstream direction, the node 130 may receive an electrical signal transmitted over the coaxial cabling 160 from CPE 140, convert the electrical signal to an optical signal, and transmit the optical signal over the fiber optic cabling 150 to CMTS 110.
Returning to
The NHV may be compared to a threshold, e.g., a node health threshold (TNH), and the comparison may indicate whether the node was operating properly at the time the NHV was calculated. Additionally, in some embodiments, the node evaluation unit 120 may calculate NHVs at different instances of time, compare each NHV to the threshold, and apply criteria or business rules—such as NHVs calculated for n consecutive periods of time failing to meet the threshold, a certain number or percentage of the NHVs failing to meet the threshold for a given period of time, etc.—to determine whether the node is operating properly, or whether the node requires servicing. Threshold values, criteria or business rules, the events that constitute node malfunctions, and the like may be defined by the party charged with maintaining and operating the HFC network system, which is often one or more service providers.
Regarding the metrics, the HFC network system 100 includes the mechanisms necessary to generate one or more metrics describing the operation of the components in the network. For each node in the HFC network, the node evaluation unit 120 analyzes metrics generated for each CPE communicating through the node to calculate the NHV for the node. More specifically, the node evaluation unit 120 calculates a failure rate for each metric on a per node basis. The failure rate is calculated by comparing each metric to a pass/fail threshold specific to that metric, and aggregating the number of times the metric fails to meet its threshold. The calculation of the failure rate of a metric may be realized using Equation 1:
After the failure rate is calculated for each metric, the NHV for the node is determined by calculating a weighted sum of the failure rates. Calculation of the NHV for a given node may be realized using Equation 2:
NHV=w1FRM1+w2FRM2+w3FRM3+w4FRM4+ . . . +wnFRMn (Eq. 2)
where FR is the failure rate for a given metric, and w1-n are the weights. Weights may be defined by the party charged with maintaining and operating the HFC network system, which is often one or more service providers.
As an example, the HFC network system 100 of
As described above, one or more NHVs for a given node may be compared to a node health threshold in the node evaluation unit 120 to determine whether the node is functioning as desired. In some embodiments, the node evaluation unit 120 outputs a distress signal to indicate that a node is malfunctioning. The output signal may be presented to an output device such that service personnel is notified that the node is malfunctioning. Under these circumstances, service personnel may dispatch a technician to investigate the cause of the malfunction and to return the node to proper function. Further, in some embodiments, the node evaluation unit 120 is communicatively coupled to an archiving unit that stores NHVs. In these embodiments, the node evaluation unit 120 can access and analyze previously calculated NHVs to better understand the operational history of the nodes.
Turning to
As mentioned, the node evaluation unit 120 can evaluate the operation of each node in an HFC network to measure whether the nodes are operating at desired or optimum levels. As such, the node evaluation unit 120 receives, as input, various analytical measurements or metrics M regarding the operation of the HFC network. In the HFC network system 100 of
In one example, the CMTS 110 and CPE 140-145 of
In the example node evaluation unit 120 of
The pass/fail values output from the pass/fail determining unit 210 are received as input to the NHV calculating unit 220, which calculates a NHV for the node using Eq. 1 described above. Since the NHV calculating unit 220 of
The distress determining unit 230 receives one or more NHVs, compares each NHV to a node health threshold, and applies criteria to determine whether the node is operating properly. In
Any criteria may be applied to determine whether a given node is in distress. In one embodiment, the criteria applied by the distress determining unit 230 is whether the current, i.e., most recently calculated, NHV output by the NHV calculating unit 220 meets the node health threshold; failure triggering a distress detection signal. Alternatively, failure of the most recently calculated NHV to meet the threshold may cause the distress determining unit 230 to investigate historical NHVs (e.g., recorded in the archiving unit 240) for the node and consider the node's NHVs over a given time period.
In another embodiment, the criteria is whether NHVs calculated over n consecutive time periods fail to meet the threshold. For example, one NHV per day may be calculated and archived for node 130 of
When the distress determining unit 230 determines that a node is in distress, notification—such as a distress detection signal or notification—may be sent to service personnel. In this way, service personnel can identify and service nodes in an HFC network that are not functioning at optimum levels. In some situations, the distress determining unit 230 triggers an incident management ticket to be created for each node in distress, which are then investigated by service personnel or a technician. The ability to proactively identify nodes that are not functioning at optimum levels may improve customer satisfaction by minimizing or eliminating service outages caused by malfunctioning nodes.
In some embodiments, the HFC network system 100 can generate a visual representation indicating the geographic location of the nodes in the network—including one or more nodes that the node evaluation unit 120 has determined to be in distress. In these embodiments, nodes in distress are distinguished from properly operating nodes by some form of visual indicia of distress, such as highlighting in red, flashing, icon enlargement, etc. As an example, the archiving unit 240 may store (in addition to NHVs) geographic location data (e.g., GPS coordinates) for each piece of equipment—including nodes and CPE—in the HFC network. In this example, the node evaluation unit 120 or any other mechanism operated by the service provider can generate or cause to be generated a visual representation of the HFC network by synthesizing (e.g., overlay) the geographic location data with map data. Thus the location of each piece of network equipment may be visually represented as an icon on a map, and equipment in distress (as determined by the node evaluation unit 120) can be accentuated with visual indicia of distress.
Additionally, as described above, CMTs 110 or any other mechanism operated by the service provider may include or be communicatively coupled to equipment for connecting to and communicating with other networks—including but not limited to satellite networks, telephone networks (e.g., the plain old telephone service (POTS)), computer networks (e.g., the Internet), and the like. As such, when the system 100 determines that a given node is in distress, the specific geographic location of that node may be communicated to a technician carrying a mobile communications device (e.g., smartphone, tablet computer, laptop computer, and the like). In this situation, the technicians mobile device can display the geographic location of the node in distress using a mapping application (or any other application). In this way, all available technicians employed by the service provider may be notified of a network impairment and the technician in closest geographic proximity to the impairment may be assigned to service the equipment. These features enable a service provider to communicate detected impairments in a network to a technician in the field in real-time.
Each of the node health evaluation unit 120, pass/fail determining unit 310, node health value calculating unit 320, and distress determining unit 330 described above and illustrated in
The method 300 begins at stage 310 where a NHV for a given node in a HFC network is calculated for each of n consecutive days. NHVs may be calculated using Eq. 2, described above. NHVs may be archived in a database or any other storage system, such as archiving unit 240 of
At stage 320, each NHV calculated at stage 310 is compared to a node health threshold to determine whether each NHV meets the threshold. Results of stage 320 are analyzed in stage 330, where criteria is applied to determine if the node is in distress. The criteria for determining whether a node is in distress may be developed by the service provider maintaining and operating the HFC network. Any suitable criteria may be applied to determine whether a node is in distress, and several examples are provided above. In the example method of
The method 400 begins at stage 410 where the current NHV for the node is calculated, e.g., using Eq. 2. At stage 420, the current NHV is compared to a node health threshold. If the current NHV meets the threshold (“pass”), which may indicate that the node is currently operating as desired, then the method 400 terminates. On the other hand, if the current NHV fails to meet the threshold (“fail”), the method 400 advances to stage 430 where archived NHVs for the node are accessed. At stage 440, which is similar to stage 330 of
The method 500 begins at stage 510 where each of one or more metrics are compared to a pass/fail threshold. As described above, the metrics may relate to operation of the components of the HFC network—such as a CMTS, operation of CPE, communications between CMTS and CPE, and the like. Any number of metrics can be received and analyzed at stage 510. At stage 520, a failure rate is calculated for each metric. The failure rate may be calculated using Eq. 1, described above. At stage 530, the failure rates are weighted and summed to determine a NHV for the node.
As should be apparent to one of ordinary skill in the art, the example methods of
Further, while the systems and methods illustrated in
It is to be appreciated that the Detailed Description section, and not the Summary and Abstract sections, is intended to be used to interpret the claims. The Summary and Abstract sections may set forth one or more but not all exemplary embodiments of the present invention as contemplated by the inventor(s), and thus, are not intended to limit the present invention and the appended claims in any way.
The present invention has been described above with the aid of functional building blocks illustrating the implementation of specified functions and relationships thereof. The boundaries of these functional building blocks have been arbitrarily defined herein for the convenience of the description. Alternate boundaries can be defined so long as the specified functions and relationships thereof are appropriately performed.
The foregoing description of the specific embodiments will so fully reveal the general nature of the invention that others can, by applying knowledge within the skill of the art, readily modify and/or adapt for various applications such specific embodiments, without undue experimentation, without departing from the general concept of the present invention. Therefore, such adaptations and modifications are intended to be within the meaning and range of equivalents of the disclosed embodiments, based on the teaching and guidance presented herein. It is to be understood that the phraseology or terminology herein is for the purpose of description and not of limitation, such that the terminology or phraseology of the present specification is to be interpreted by the skilled artisan in light of the teachings and guidance.
The breadth and scope of the present invention should not be limited by any of the above-described exemplary embodiments, but should be defined only in accordance with the following claims and their equivalents.
The claims in the instant application are different than those of the parent application or other related applications. The Applicant therefore rescinds any disclaimer of claim scope made in the parent application or any predecessor application in relation to the instant application. The Examiner is therefore advised that any such previous disclaimer and the cited references that it was made to avoid, may need to be revisited. Further, the Examiner is also reminded that any disclaimer made in the instant application should not be read into or against the parent application.
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