POINT OF PRESENCE MANAGEMENT IN REQUEST ROUTING
A system and method for the management of client computing device DNS queries and subsequent resource requests within a content delivery network service provider domain are provided. The management of the DNS queries can include the selection of computing devices corresponding to various Point of Presence locations for processing DNS queries. Additionally, the management of the content requests can include the selection of computing devices corresponding to resource cache components corresponding to various Point of Presence locations for providing requested content. The selection of the computing devices can incorporate logic related to geographic criteria, testing criteria, and the like.
This application is a continuation of U.S. Pat. Application No. 17/662999, entitled, “POINT OF PRESENCE MANAGEMENT IN REQUEST ROUTING” and filed May 11, 2022, which is a continuation of U.S. Pat. Application No. 16/013566, now U.S. Pat. No. 11,336,712, entitled “POINT OF PRESENCE MANAGEMENT IN REQUEST ROUTING” and filed Jun. 20, 2018, which is a continuation of U.S. Pat. Application No. 14/629,411, now U.S. Pat. No. 10,015,237 entitled “POINT OF PRESENCE MANAGEMENT IN REQUEST ROUTING” and filed on Feb. 23, 2015, which in turn is a continuation of U.S. Pat. Application No. 12/892,818, now U.S. Pat. No. 9,003,035, entitled “POINT OF PRESENCE MANAGEMENT IN REQUEST ROUTING” and filed on Sep. 28, 2010, the disclosures of which are incorporated herein by reference.
BACKGROUNDGenerally described, computing devices and communication networks can be utilized to exchange information. In a common application, a computing device can request content from another computing device via a communication network. For example, a user at a personal computing device can utilize a software browser application to request a Web page from a server computing device via the Internet. In such embodiments, the user computing device can be referred to as a client computing device and the server computing device can be referred to as a content provider.
Content providers are generally motivated to provide requested content to client computing devices, often with consideration of efficient transmission of the requested content to the client computing device and/or consideration of a cost associated with the transmission of the content. For larger scale implementations, a content provider may receive content requests from a high volume of client computing devices, which can place a strain on the content provider’s computing resources. Additionally, the content requested by the client computing devices may have a number of components, which can further place additional strain on the content provider’s computing resources.
With reference to an illustrative example, a requested Web page, or original content, may be associated with a number of additional resources, such as images or videos, that are to be displayed with the Web page. In one specific embodiment, the additional resources of the Web page are identified by a number of embedded resource identifiers, such as uniform resource locators (“URLs”). In turn, software on the client computing devices typically processes embedded resource identifiers to generate requests for the content. Often, the resource identifiers associated with the embedded resources reference a computing device associated with the content provider such that the client computing device would transmit the request(s) for the additional resources to the referenced content provider computing device. Accordingly, in order to satisfy a content request, the content provider would provide client computing devices data associated with the Web page as well as the data associated with the embedded resources (e.g., embedded resource identifiers).
Some content providers attempt to facilitate the delivery of requested content, such as Web pages and/or resources identified in Web pages, through the utilization of a content delivery network (“CDN”) service provider. A CDN service provider typically maintains a number of computing devices in a communication network that can maintain content from various content providers. In turn, content providers can instruct, or otherwise suggest to, client computing devices to request some, or all, of the content provider’s content from the CDN service provider’s computing devices.
As with content providers, CDN service providers are also generally motivated to provide requested content to client computing devices, often with consideration of efficient transmission of the requested content to the client computing device and/or consideration of a cost associated with the transmission of the content. Accordingly, CDN service providers often consider factors such as latency of delivery of requested content in order to meet service level agreements or to generally improve the quality of delivery service. The consideration of such factors can be applied with regard to decisions by a CDN service provider as to which of the several available computing devices is best suited to process client computing device requests for content.
The foregoing aspects and many of the attendant advantages of this invention will become more readily appreciated as the same become better understood by reference to the following detailed description, when taken in conjunction with the accompanying drawings, wherein:
Generally described, aspects of the present disclosure are directed to routing of DNS queries from client computing devices. The DNS queries correspond to content requests provided by a network resource, such as content delivery network (“CDN”) service providers. Specifically, aspects of the disclosure will be described with regard to the management of client computing device DNS queries and subsequent resource requests within a content delivery network service provider domain. Illustratively, the management of the DNS queries can include the selection of computing devices corresponding to various Point of Presence (“POP”) locations for processing DNS queries. Additionally, the management of the content requests can include the selection of computing devices corresponding to resource cache components corresponding to various POP locations for providing requested content. The selection of the computing devices can incorporate logic related to geographic criteria, performance threshold criteria, testing criteria, and the like. Although various aspects of the disclosure will be described with regard to illustrative examples and embodiments, one skilled in the art will appreciate that the disclosed embodiments and examples should not be construed as limiting.
Although not illustrated in
The content delivery environment 100 can also include a content provider 104 in communication with the one or more client computing devices 102 via the communication network 108. The content provider 104 illustrated in
With continued reference to
In an illustrative embodiment, the DNS component 118, 124, 130 and resource cache component 120, 126, 132 are considered to be logically grouped, regardless of whether the components, or portions of the components, are physically separate. Additionally, although the POPs 116, 122, 128 are illustrated in
With reference now to
With reference to
One skilled in the relevant art will appreciate that upon identification of appropriate origin servers 112, the content provider 104 can begin to direct requests for content from client computing devices 102 to the CDN service provider 106. Specifically, in accordance with DNS routing principles, a client computing device request corresponding to a resource identifier would eventually be directed toward a POP 116, 122, 128 associated with the CDN service provider 106. In the event that the resource cache component 120, 126, 132 of a selected POP does not have a copy of a resource requested by a client computing device 102, the resource cache component will request the resource from the origin server 112 previously registered by the content provider 104.
With continued reference to
Illustratively, the CDN service provider 106 returns an identification of applicable domains for the CDN service provider (unless it has been previously provided) and any additional information to the content provider 104. In turn, the content provider 104 can then process the stored content with content provider specific information. In one example, as illustrated in
Generally, the identification of the resources originally directed to the content provider 104 will be in the form of a resource identifier that can be processed by the client computing device 102, such as through a browser software application. In an illustrative embodiment, the resource identifiers can be in the form of a uniform resource locator (“URL”). Because the resource identifiers are included in the requested content directed to the content provider, the resource identifiers can be referred to generally as the “content provider URL.” For purposes of an illustrative example, the content provider URL can identify a domain of the content provider 104 (e.g., contentprovider.com), a name of the resource to be requested (e.g., “resource.xxx”) and a path where the resource will be found (e.g., “path”). In this illustrative example, the content provider URL has the form of: http://www.contentprovider.com/path/resource.xxx
During an illustrative translation process, the content provider URL is modified such that requests for the resources associated with the translated URLs resolve to a POP associated with the CDN service provider 106. In one embodiment, the translated URL identifies the domain of the CDN service provider 106 (e.g., “cdnprovider.com”), the same name of the resource to be requested (e.g., “resource.xxx”) and the same path where the resource will be found (e.g., “path”). Additionally, the translated URL can include additional processing information (e.g., “additional information”). The translated URL would have the form of: http://additional_information.cdnprovider.com/path/resources.xxx
In another embodiment, the information associated with the CDN service provider 106 is included in the modified URL, such as through prepending or other techniques, such that the translated URL can maintain all of the information associated with the original URL. In this embodiment, the translated URL would have the form of: http://additional_information.cdnprovider.com/www.contentprovider.com/path /resource.xxx
With reference now to
Upon receipt of the requested content, the client computing device 102, such as through a browser software application, begins processing any of the markup code included in the content and attempts to acquire the resources identified by the embedded resource identifiers. Accordingly, the first step in acquiring the content corresponds to the issuance, by the client computing device 102 (through its local DNS resolver), a DNS query for the original URL resource identifier that results in the identification of a DNS server authoritative to the “.” and the “com” portions of the translated URL. After resolving the “.” and “com” portions of the embedded URL, the client computing device 102 then issues a DNS query for the resource URL that results in the identification of a DNS server authoritative to the “.cdnprovider” portion of the embedded URL. The issuance of DNS queries corresponding to the “.” and the “com” portions of a URL are well known and have not been illustrated.
With reference now to
With continued reference to
In one embodiment, the DNS server resolves the DNS query by providing the IP address of a default resource cache component associated with the receiving DNS server, such as the resource cache component located at the same POP. In this embodiment, the CDN service provider 106 illustratively has utilized logic in the selection of the receiving DNS server component. In another embodiment, the receiving DNS server component can utilize additional or alternative logic in selecting resource cache components associated with various POPs provided by the CDN service provider 106. In this embodiment, the example routines for the selection of alternative DNS servers illustrated in
Referring now to
With reference to
With reference now to
In accordance with an illustrative embodiment utilizing CNAMES, the DNS server maintains a data store that defines CNAME records for various original URLs. If a DNS query corresponding to a particular original URL matches an entry in the data store, the DNS server component 118 returns a CNAME record as defined in the data store. In an illustrative embodiment, the data store can include multiple CNAME records corresponding to a particular original URL. The multiple CNAME records would define a set of potential candidates that can be returned to the client computing device. In such an embodiment, the DNS server component 118, either directly or via a network-based service, can implement additional logic in selecting an appropriate CNAME from a set of possible of CNAMEs. In an illustrative embodiment, each DNS server component 118, 124, 130 maintains the same data stores that define CNAME records, which can be managed centrally by the CDN service provider 106. Alternatively, each DNS server component 118, 124, 130 can have a POP specific data stores that define CNAME records, which can be managed centrally by the CDN service provider 106 or locally at the POP 116, 122, 128.
The returned CNAME can also include request routing information that is different from or in addition to the information provided in URL/CNAME of the current DNS query. For example, if the CNAME selection is based on regional plan, a specific regional plan can be identified in the “request_routing_information” portion of the specific CNAME record. A similar approach could be taken to identify service level plans and file management by including a specific identifier in the “request_routing_information” portion of the CNAME record. In another embodiment, request routing information can be found in the identification of a CDN service provider 106 domain different from the domain found in the current URL/CNAME. For example, if the CNAME is based on regional plan, a specific regional plan domain (e.g., “cdnprovider-region1.com”) could be used in the domain name portion of the specific CNAME record. Any additional request routing information can be prepended to the existing request routing information in the current URL/CNAME such that the previous request routing information would not be lost (e.g., CNAMEserviceplan.regionalplan.cdnprovider.com). One skilled in the relevant art will appreciate that additional or alternative techniques and/or combination of techniques may be used to include the additional request routing information in the CNAME record that is selected by the DNS server component 118.
One skilled in the relevant art will appreciate that DNS server component 118 may select (or otherwise obtain) a CNAME record that is intended resolve to a more appropriate DNS server of the CDN service provider 106. It may be possible, however, that the same DNS server would also be authoritative for the subsequent DNS query for the CNAME to be provided to the client computing device. In such an embodiment, the DNS server, such as DNS server component 118, may choose to resolve the future DNS query in advance.
With continued reference to
In an illustrative embodiment, the receiving DNS server components, such as DNS server component 130, can utilize a variety of information in selecting a resource cache component. In one example, the DNS server component can default to a selection of a resource cache component of the same POP. In another example, the DNS server components can select a resource cache component based on various load balancing or load sharing algorithms. Still further, the DNS server components can utilize network performance metrics or measurements to assign specific resource cache components. The IP address selected by a DNS server component may correspond to a specific caching server in the resource cache. Alternatively, the IP address can correspond to a hardware/software selection component (such as a load balancer).
With reference now to
With reference now to
At block 802, one of the DNS server components 118, 124, 130 receives a DNS query corresponding to resource identifier. As previously discussed, the resource identifier can be a URL that has been embedded in content requested by the client computing device 102 and previously provided by the content provider 104. Alternatively, the resource identifier can also correspond to a CNAME provided by a content provider DNS server in response to a DNS query previously received from the client computing device 102. At decision block 804, a test is conducted to determine whether the current DNS server is authoritative to resolve the DNS query. In an illustrative embodiment, the DNS server can determine whether it is authoritative to resolve the DNS query if there are no CNAME records corresponding to the received resource identifier. In another embodiment, the DNS server can parse any additional information included in the URL corresponding to the DNS query and utilize the additional information to determine whether the receiving DNS server component is authoritative. For example, the additional information in the URL may include information, such as an identifier, that identifies the authoritative DNS server. Alternative or additional methodologies may also be practiced to determine whether the DNS server is authoritative.
If at decision block 804 the DNS server is not authoritative, at block 806, the DNS server component selects an alternative DNS server. As described above, in one embodiment, the receiving DNS server can select an alternative DNS server by utilizing an alternative resource identifier, such as a CNAME. In this embodiment, the receiving DNS server component can utilize a data store to identify an appropriate CNAME as a function of the current DNS query. Additionally, the DNS server component can also implement additional logical processing to select from a set of potential CNAMEs. In another embodiment, the receiving DNS server can forward the DNS query via the communication network to another DNS server component. Two example sub-routines for selection of the alternative DNS server will be described with regard to
With reference again to block 804, if the receiving DNS server is authoritative (including a determination that the same DNS server will be authoritative for subsequent DNS queries), then at decision block 808, the receiving DNS server component determines whether any alternative DNS server should be selected.
In one embodiment, a receiving DNS server component may be authoritative because it can resolve the DNS query. However, the CDN service provider 106 may wish to have another authoritative server resolve the request. For example, the CDN service provider 106 may wish to balance the request requests among several DNS servers. In another example, the CDN service provider 106 may wish to test the performance of the DNS server component associated with other POPs in the CDN service providers domain. If the DNS server component is determined to select an alternative server, at block 810, the receiving DNS server selects an alternative DNS servers. As described above, in one embodiment, the receiving DNS server can select an alternative DNS server by utilizing an alternative resource identifier, such as a CNAME. In this embodiment, the receiving DNS server component can utilize a data store to identify an appropriate CNAME as a function of the current DNS query. Additionally, the DNS server component can also implement additional logical processing to select from a set of potential CNAMEs. In another embodiment, the receiving DNS server can forward the DNS query via the communication network to another DNS server component. Two example sub-routines for selection of the alternative DNS server will be described with regard to
Referring again to decision block 808, if the receiving DNS server does not select an alternative server, the current DNS server resolves the DNS query by returning the IP address of cache server component. In a non-limiting manner, a number of methodologies for selecting an appropriate resource cache component have been previously discussed. For example, the receiving DNS server can implement the logic described in selecting the alternative DNS servers in
Referring now to
At block 902, the DNS server obtains performance measurement information for a set of target POPs in the CDN service provider domain. In an illustrative embodiment, the set of target POPs can correspond to all the POPs within a CDN service provider 106 domain or a subset of POPs identified by other criteria, such as service level plans, geographic limitations, and the like. Illustratively, the performance measurement information corresponds to at least one value or category related to the delivery of resources. In one embodiment, the performance measurement information can correspond to values related to latency measurement information for providing resources. The latency information can be associated with the requesting client computing device 102, such as latency information from previous interactions with the specific client computing device. The latency information can also be associated with groupings of client computing devices 102, such as by ISP, geographic location, enterprise networks, DNS resolver components, and the like. Additionally, the latency information may be determined based on absolute latency measurements or relative latency measurements.
In another embodiment, the performance measurement information can correspond to categories, or levels, of performance as determined by the CDN service provider 106, ISPs, client computing devices 102 or other entity. For example, the performance measurement information can correspond to a classification of a POP according to a category (e.g., “gold” or “silver”) based on historical information. The category information may be measured in terms of absolute performance or relative performance according to other POPs. Still further, the category information may also be organized in accordance with other criteria, such as geographic organizational criteria, network affiliation organizational criteria, organization affiliation organizational criteria, and the like. One skilled in the relevant art will appreciate that additional or alternative performance measurement information may also be utilized or combined.
At block 904, the DNS server obtains minimum performance thresholds for selecting a POP. The performance threshold or set of performance thresholds will correspond to the performance information obtained in block 902. The performance threshold information may be maintained centrally by the CDN service provider 106 or managed individually at each POP (or by a set of POPs). At block 906, the sub-routine 900 proceeds to a loop by selecting the next POP in the set of POPs available to process the DNS query. At decision block 908, a test is conducted to determine whether the performance information associated with the currently selected POP is above the performance threshold. If so, the POP is added to a set of POPs available for selection at block 910.
If at decision block 908, the performance measurement information is not above the performance threshold, or once a POP has been added to the set of POPs available for selection, at decision block 912, a test is conducted to determine whether there are additional POPs in the original set of POPs. If so, the sub-routine 900 returns to block 906 for processing of the performance measurement information for the next POP in the original set of POPs. Alternatively, if no additional POPs remain in the original set of POPs, the sub-routine 900 returns with the selection of POP from the set of available POPs. In one embodiment, the POP selection can be based on a relative comparison of performance measurement information (e.g., the POP associated with the lowest latency). In another embodiment, the POP selection can be based on random selection or a weighted selection based on performance measurement information. In still another embodiment, additional criteria, such as geographic criteria, cost criteria, etc. may be utilized to select a POP from the set of available POPs.
Referring now to
At block 1002, the DNS server obtains performance measurement information for a set of target POPs in the CDN service provider domain. In an illustrative embodiment, the set of target POPs can correspond to all the POPs within a CDN service provider 106 domain or a subset of POPs identified by other criteria, such as service level plans, geographic limitations, and the like. In one embodiment, the performance measurement information can correspond to values related to latency measurement information for providing resources. The latency information can be associated with the requesting client computing device 102, such as latency information from previous interactions with the specific client computing device. The latency information can also be associated with groupings of client computing devices 102, such as by ISP, geographic location, enterprise networks, DNS resolver components, and the like. One skilled in the relevant art will appreciate that additional or alternative performance measurement information may also be utilized or combined.
At block 1004, the sub-routine 1000 proceeds to a loop by selecting the next POP in the set of POPs available to process the DNS query. At block 1006, the DNS server determines a maximum distance between the requesting client computing device (or other starting position) and the POP. In an illustrative embodiment, the maximum distance between a reference node and the POP corresponds to the product of the latency information for the reference node and the maximum speed for packet delivery. Illustratively, the reference node can correspond to a variety of network nodes or other identifiable components including, but not limited to, the client computing device 102, DNS servers, DNS resolvers, network storage location, network computing device locations, mobile terminals, mobile infrastructure equipment, and the like.
With reference to
At decision block 1008, a test is conducted to determine whether the maximum distance associated with the currently selected POP is above the maximum geographic threshold allowed for a POP. If not, the POP is added to a set of POPs available for selection at block 1010.
If at decision block 1008, the calculated geographic distance is above the maximum distance, or once a POP has been added to the set of POPs available for selection, at decision block 1012, a test is conducted to determine whether there are additional POPs in the original set of POPs. If so, the sub-routine 1000 returns to block 1004 for processing of the performance measurement information for the next POP in the original set of POPs. Alternatively, if no additional POPs remain in the original set of POPs, the sub-routine 1000 returns with the selection of POP from the set of available POPs. In one embodiment, the POP selection can be based on a relative comparison of performance measurement information (e.g., the POP associated with the lowest latency). In another embodiment, the POP selection can be based on random selection or a weighted selection based on performance measurement information. In still another embodiment, additional criteria, such as geographic criteria, cost criteria, etc. may be utilized to select a POP from the set of available POPs.
While illustrative embodiments have been disclosed and discussed, one skilled in the relevant art will appreciate that additional or alternative embodiments may be implemented within the spirit and scope of the present invention. Additionally, although many embodiments have been indicated as illustrative, one skilled in the relevant art will appreciate that the illustrative embodiments do not need to be combined or implemented together. As such, some illustrative embodiments do not need to be utilized or implemented in accordance with scope of variations to the present disclosure.
Conditional language, such as, among others, “can,” “could,” “might,” or “may,” unless specifically stated otherwise, or otherwise understood within the context as used, is generally intended to convey that certain embodiments include, while other embodiments do not include, certain features, elements and/or steps. Thus, such conditional language is not generally intended to imply that features, elements and/or steps are in any way required for one or more embodiments or that one or more embodiments necessarily include logic for deciding, with or without user input or prompting, whether these features, elements and/or steps are included or are to be performed in any particular embodiment.
Any process descriptions, elements, or blocks in the flow diagrams described herein and/or depicted in the attached figures should be understood as potentially representing modules, segments, or portions of code which include one or more executable instructions for implementing specific logical functions or steps in the process. Alternate implementations are included within the scope of the embodiments described herein in which elements or functions may be deleted, executed out of order from that shown or discussed, including substantially concurrently or in reverse order, depending on the functionality involved, as would be understood by those skilled in the art. It will further be appreciated that the data and/or components described above may be stored on a computer-readable medium and loaded into memory of the computing device using a drive mechanism associated with a computer-readable medium storing the computer executable components, such as a CD-ROM, DVD-ROM, or network interface; further, the component and/or data can be included in a single device or distributed in any manner. Accordingly, general purpose computing devices may be configured to implement the processes, algorithms and methodology of the present disclosure with the processing and/or execution of the various data and/or components described above.
It should be emphasized that many variations and modifications may be made to the above-described embodiments, the elements of which are to be understood as being among other acceptable examples. All such modifications and variations are intended to be included herein within the scope of this disclosure and protected by the following claims.
Claims
1. A computer-implemented method comprising:
- obtaining, by a content delivery network (CDN) service provider, at a first DNS server a DNS query from a client computing device, wherein the DNS query corresponds to a requested resource;
- identifying, by the first DNS server, two or more computing devices operative to facilitate delivery of the requested resource to the client computing device;
- for each individual computing device of the two or more computing devices, determining a distance between the individual computing device and a reference node, the distance determined based at least in part on a latency time between the individual computing device and the reference node, wherein the latency time excludes latency attributed to any intermediate nodes in a network path between the individual computing device and the reference node, and wherein the network path between at least one of the two or more computing devices and the reference node includes an intermediate node; and
- selecting, by the first DNS server, a computing device from the two or more computing devices based on the determined distances.
2. The computer-implemented method as recited in claim 1, wherein the reference node corresponds to the client computing device.
3. The computer-implemented method as recited in claim 1, wherein the reference node corresponds to at least one of mobile network infrastructure equipment, a DNS server, a DNS resolver component, or a router.
4. The computer-implemented method as recited in claim 1, wherein the two or more computing devices correspond to two or more resource cache components operable to provide the requested resource.
5. The computer-implemented method as recited in claim 1, wherein the two or more computing devices correspond to two or more alternative DNS servers.
6. The computer-implemented method as recited in claim 1, wherein the two or more computing devices correspond to two or more points of presence of the CDN service provider.
7. The computer-implemented method as recited in claim 1 further comprising obtaining, by the selected available computing device, a subsequent request from the client computing device for the requested resource.
8. The computer-implemented method as recited in claim 1, wherein selecting a computing device from the two or more computing devices is further based on a weighted selection based on performance measurement information.
9. The computer-implemented method as recited in claim 1, wherein selecting a computing device from the two or more computing devices is further based on a random selection.
10. A system comprising:
- a first network point of presence associated with a content delivery network (CDN) service provider, wherein the first network point of presence includes a first DNS server that receives a DNS query from a client computing device, wherein the DNS query corresponds to a requested resource, and wherein the first DNS server in the first network point of presence includes a hardware component and is operative to: identify two or more computing devices operative to facilitate delivery of the requested resource to the client computing device; for each individual computing device of the two or more computing devices, determine a distance between the individual computing device and a reference node, the distance determined based at least in part on a latency time between the individual computing device and the reference node, wherein the latency time excludes latency attributed to any intermediate nodes in a network path between the individual computing device and the reference node, and wherein the network path between at least one of the two or more computing devices and the reference node includes an intermediate node; and select a computing device from the two or more computing devices based on the determined distances.
11. The system as recited in claim 10, wherein the reference node corresponds to the client computing device.
12. The system as recited in claim 10, wherein the reference node corresponds to at least one of mobile network infrastructure equipment, a DNS server, a DNS resolver component, or a router.
13. The system as recited in claim 10, wherein the two or more computing devices correspond to two or more resource cache components operable to provide the requested resource.
14. The system as recited in claim 10, wherein the two or more computing devices correspond to two or more alternative DNS servers.
15. The system as recited in claim 10, wherein the two or more computing devices correspond to two or more points of presence of the CDN service provider.
16. The system as recited in claim 10, wherein the selected available computing device is operable to obtain a subsequent request from the client computing device for the requested resource.
17. The system as recited in claim 10, wherein selecting a computing device from the two or more computing devices is further based on a weighted selection based on performance measurement information.
18. The system as recited in claim 10, wherein selecting a computing device from the two or more computing devices is further based on a random selection.
19. The system as recited in claim 10, wherein the two or more computing devices are identified based on a service level plan.
20. The system as recited in claim 10, wherein the two or more computing devices are identified based on a geographic limitation.
Type: Application
Filed: Apr 6, 2023
Publication Date: Aug 10, 2023
Inventors: David R. Richardson (Seattle, WA), John Cormie (Seattle, WA), Colm MacCarthaigh (Seattle, WA), Benjamin W.S. Redman (Seattle, WA)
Application Number: 18/296,849