This disclosure relates to mobile agent networks and more particularly to managing data within the network.
Agents running on mobile devices within a region of interest (ROI) can move or copy themselves to other devices that enter the ROI. Typically, each mobile device acts on its own without any central authority or role in the ROI. Content acquired between various agents can be fragmented and/or duplicated as agents move from mobile to mobile within the ROI.
What is required is a system and method that can establish a distributed client/server relationship between various Agents that persist within a ROI in order to manage the integrity of the data collected over time by agent activity.
In one aspect of the disclosure, there is provided a method for managing data integrity of one or more agent clients within a region of interest. The method comprises providing an agent server on a first device in the region of interest, storing data derived from at least one agent client with the agent server, and migrating the agent server and the stored data to a second device in the region of interest prior to the first device leaving the region of interest.
In one aspect of the disclosure, there is provided an agent server configured to provide at least one agent server service from a first device to at least one agent client on a second device in a region of interest, migrate from the first device to a third device, and provide the at least one agent server service from the third device to the at least one agent client on the second device.
In one aspect of the disclosure, there is provided a computer-readable medium comprising computer executable instructions for execution by a first processor of a first device, that, when executed, cause the first processor to receive an agent client from a second processor executing an agent server, execute the agent client, receive an instance of the agent server from the second processor, and execute the agent server instance.
Reference will now be made, by way of example only, to specific embodiments and to the accompanying drawings in which:
Early incarnations of agent applications draw from conventional client/server models. Modern agent-based solutions are typically architected in a different manner from traditional client/server solutions found on traditional web-based application models. An agent requires the use of other capable devices that are willing to participate within the ROI in order to persist itself. If all agents autonomously collect information from their sensors and behave independently or in concert with other agents toward a goal while also potentially moving among devices in order to persist presence within the ROI, the information collected can become redundant and/or fragmented and introduce unnecessary complexity or noise in decision-making processes.
A system 10 in accordance with an embodiment of the disclosure is illustrated in
There may be defined one agent that persists a centralized role and/or acts as a centralized server, termed an agent server 16 herein. The agent server 16 executes on a mobile device 18, which may be any device similar to the devices 12, 13. The agent server 16 can be configured to provide lifecycle management within the ROI 20 and also actively manage incoming requests from Agent Client/Proxy instances. The agent server 16 implements server-side behaviors and accepts requests for those behaviors from Agent Client/Proxy instances. For their part, the agent client/proxies 13, 17 may act as a simple proxy to the Agent Server 16 and/or can provide a programmatic interface to other applications executing on the client device (a service). The agents 14 use access to the client device's hardware and the Agent Server's ROI to accept/reject requests from other applications on the client device.
The agents 14 may communicate with the agent server through any suitable protocols and processes known to a person skilled in the art, such as (SOAP, XML, HTTP, HTTPS, etc) and it is not considered that further definition or description of these protocols and processes is required herein. Typically, an agent client 14,17 will continually seek an agent server, such as by repeatedly submitting an agent participation request as will be described below, until it receives a response from an agent server. The agent server response may tell the client it has entered the boundaries of a ROI.
A process for managing the network of agents is shown in the flowchart 100 of
The agent server initially provides agent server services to agent clients within the network from the first device. After migration, the agent server 16 is able to continue providing the agent services from the device to which it has migrated. The services provided by the agent server 16 to the agent clients 14, 17 will depend on the application and implementation of the agent client network. Examples of agent server services may include, without limitation, traffic congestion and traffic emergency management, fire emergency management and rescue management as well as many other location dependent or ROI dependent services.
As mentioned above, a function of the agent server 16 is to distribute client agents 14 across participant devices 12. Message flow for this task is illustrated in
The agent server 16 on Device118 also executes a loop in which the agent server 16 waits for agent client participation requests 202 until a timeout occurs 204. When Device2 enters the ROI, the participation request 41 is detected by the agent server 16 on Device118 (step 206) so that no timeout occurs at step 204. The agent server 16 processes the broadcast participation request 41 and determines if Device2 is within the ROI (step 208). If Device2 is not within the ROT, then the agent server 16 ignores the participation request and returns to step 202. If Device2 is within the ROI, then the agent server 16 responds with an agent client activation request (step 210) indicating the agent client ID and ROI and including a serialized instance of the agent client. The agent server 16 then waits for an agent client activation response 212 and records a failure 216 if a timeout occurs 214.
If the agent client activation request 42 is received into Device2 before the timeout at step 205, then the bootstrap code 33 processes the agent client activation request (step 209) including deserializing and activating the agent client 14 (step 211). If the agent client cannot be successfully activated, then a failure is recorded 207 and the client bootstrap returns to step 201, thereby causing the timeout 214 in the agent server 16. If the agent client 14 is successfully activated in Device212 (step 213), then the agent client 14 generates and sends an agent client activation response 43 to the agent server 16 (step 215). The agent client activation response 43 indicates the agent client ID, the device ID of Device212 and a success or failure indicator. If the agent client activation response 43 is received in the agent server 16 before the timeout 214, then the agent server records the new agent client for the server 218, including recording a reference that associates the device ID with the agent client ID. The Agent Server uses the reference for future communication with other activated agents in the ROI.
Once the Agent Server has distributed the Agent Client, the Agent Server and Agent Client form part of a framework for any number of application-specific features. The standard operating interaction between the agent server and the agent client will thus depend on the application (or the goal of the Agent) in the region. The Agent Server defines the boundary and existence of the ROI and provides a data aggregator for all Agent Clients in the ROI. Thus, when an agent client leaves the ROI, the data accumulated by the agent client is retained in the agent server which collectively manages all the fragments of information from the various agent clients.
There will be times when it is necessary for the agent server 16 to migrate from its device 18 to another device 12 in order for the agent server 16 to persist within the ROI 20. Examples of when an agent server may need to migrate include an impending near-term hardware failure (power supply failure, decreased bandwidth, etc) or as a result in the user's change of command (e.g. when a fire chief enters the ROI for an emergency and needs to take charge). For example, with reference to
If the agent client 14 indicates in the agent server participation response 52 that Device212 is capable of hosting the agent server 16, then the agent client 14 proceeds to wait for activity from the agent server 16 (step 309). If the agent server participation response 52 received by the agent server 16 indicates that the agent client 14 is unable to host the agent server (step 310), then a failure is recorded 312 and the agent server process returns to step 304 to search for a next possible candidate host. If the agent server participation response is deemed successful 310, then agent server 16 begins preparations to migrate, including rejecting new service requests and resolving outstanding requests 314. The agent server 16 then sends an agent server activation request 53 to the agent client (step 316), which includes a DeviceID of Device2, a serialized agent server and stored content of the agent server such as agent and device identities of other agents in the ROI, aggregated data collected from other agents, the ROI definition, etc. The agent server 16 then continues to reject further service requests while waiting for an activation response from the agent client 14 (step 318).
The agent client 14 processes the agent client activation request 53 (step 311) by deserializing and activating the agent server 50 on Device212 (step 313). An agent server activation response 54 is sent indicating whether the agent server was successfully activated (step 317) or not (step 319). If the agent server 16 receives a successful indication (step 320), then the agent server 16 is terminated on Device116 (step 322) or placed on standby. Otherwise, the agent server 16 resumes agent server processing 324 and returns to step 304 to seek another potential candidate device for hosting the agent server.
Once the agent server 50 is successfully activated on the new device, i.e. Device212, then the agent client 14 currently running on the device is terminated 321 and agent server reset messages 55 are sent to other agent clients on the network, such as agent client 17 running on Device313. The agent server reset messages indicate the old device ID and the new device ID, i.e. Device1 and Device2 respectively, as well as the agent ID of the new agent server 50. The agent server reset message thus causes the agent client 17 on Device313 to reference the new agent server 50 on Device212. Device3 can then continue receiving agent server services from the agent server, albeit from the new device (Device2).
Because the agent server can migrate with its collected data between devices, the agent server's movement does not necessarily have to impact the integrity of the agent data collected over time by other agents also within the ROI. Furthermore, since the agent clients communicate data to only a single agent server, redundant information between Agents within a ROI can be reduced or eliminated and the agent server can preserve information exclusive to one Agent within the ROI as the Agent leaves the ROI.
The components of the system 10 may be embodied in hardware, software, firmware or a combination of hardware, software and/or firmware. In a hardware embodiment, Device212 may include a processor 61 operatively associated with a memory 62 as shown in
Although embodiments of the present invention have been illustrated in the accompanied drawings and described in the foregoing description, it will be understood that the invention is not limited to the embodiments disclosed, but is capable of numerous rearrangements, modifications, and substitutions without departing from the spirit of the invention as set forth and defined by the following claims. For example, the capabilities of the invention can be performed fully and/or partially by one or more of the blocks, modules, processors or memories. Also, these capabilities may be performed in the current manner or in a distributed manner and on, or via, any device able to provide and/or receive information. Further, although depicted in a particular manner, various modules or blocks may be repositioned without departing from the scope of the current invention. Still further, although depicted in a particular manner, a greater or lesser number of modules and connections can be utilized with the present invention in order to accomplish the present invention, to provide additional known features to the present invention, and/or to make the present invention more efficient. Also, the information sent between various modules can be sent between the modules via at least one of a data network, the Internet, an Internet Protocol network, a wireless source, and a wired source and via plurality of protocols.
This application is a continuation of and claims priority to U.S. patent application Ser. No. 15/903,684, filed Feb. 23, 2018, now pending, which is a continuation of and claims priority to U.S. patent application Ser. No. 15/187,596, filed Jun. 20, 2016, now U.S. Pat. No. 9,948,712, which is a continuation of and claims priority to U.S. patent application Ser. No. 12/629,945, filed Dec. 3, 2009, now U.S. Pat. No. 9,372,728, each disclosure of which is incorporated by reference herein in its entirety.
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Number | Date | Country | |
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Parent | 15903684 | Feb 2018 | US |
Child | 16216126 | US | |
Parent | 15187596 | Jun 2016 | US |
Child | 15903684 | US | |
Parent | 12629945 | Dec 2009 | US |
Child | 15187596 | US |