End-to-end logic tracing of complex call flows in a distributed call system

Information

  • Patent Grant
  • 9042522
  • Patent Number
    9,042,522
  • Date Filed
    Monday, November 4, 2013
    10 years ago
  • Date Issued
    Tuesday, May 26, 2015
    8 years ago
Abstract
A logic history can be provided for every request or call instance through a distributed computing system that uniquely traces its entire path, end-to-end, in-band within the messaging for the system. The end result is a single true representation of what occurred with no post computational inference. Accordingly, unique logic history codes are not forced across the system. Rather sub-components that are logic history enabled can use codes that have meaning and applicability to itself. Unique logic history codes are not forced across the system, which in practice would be brittle. Rather each sub-component that is logic history enabled can use codes that have meaning and applicability only to itself. This allows the system to be flexible and lets sub-components change and redefine their logic and logic history traces without impacting the rest of the system.
Description
BACKGROUND OF THE INVENTION

1. Field of the Invention


This invention relates generally to any moderately complex software system. It is especially applicable to large scale, distributed systems, where it is mandatory to track down what logic was applied across multiple components in the system.


2. Background of Related Art


Distributed Emergency Call Systems in telecommunications are in general very complex computing systems. In the realm of emergency call systems in particular, un-interrupted service must be provided with each “request” being correctly processed within a well specified time interval. The latter requirement is often met by fallback logic that is invoked whenever one or more unexpected conditions occur. Typically, in Emergency Call Systems a request is a call instance placed by a person in distress. The terms “request”, “call instance” and “transaction” are used herein to refer to an atomic transaction through a complex computing system.


Distributed systems exist that employ various implementations of tracing and logging that allow an operator to trace or follow a request throughout the system, e.g., to collect statistics or to trouble-shoot a particular problem. But in many cases just the exit criteria are collected, i.e., the end-result of a request but not how the request got to that point.


Telephony systems generally use Call Detail Records (CDRs), error logs, and Simple Network Management Protocol (SNMP) traps to gather what occurred on the system. Using conventional technology an adjunct system usually has to gather all the desired data and make a best attempt at correlating and reconstructing what most likely occurred by inference of the data gathered.


The present inventors have recognized that the existing technology for logic tracing of a complex call flow in a distributed system is dependent on gathering all applicable data, in a timely manner, and dependent on best attempts at gathering and correlating available data. Unfortunately, unless complete forethought is given before a given call is made, it is usually problematic to afterwards correlate call flow data relating to that call.



FIG. 3 shows a distributed computing system consisting of an exemplary four components, and use of conventional technology to collect a transaction history.


In particular, FIG. 3 shows a distributed computing system including (by way of example only) a front end component A 302, a core processing component B 304, a helper #1 component C 306, and a helper #2 component D 308. For fault tolerance purposes, any or all of the components 302, 304, 306, 308 may be multiple components themselves, as depicted by the shadowed boxes shown in FIG. 3.


To perform a logic tracing of a call flow, using conventional technology the data is collected, post-processed and correlated to get a view of what occurred for the transaction.


Using existing technologies, call data records (CDRs) 303, error logs 307, 309 and Simple Network Management Protocol (SNMP) traps are generated at the various components 302, 304, 306, 308 using disparate technologies. In general, the various logging pieces including call data records (CDRs) 303 are collected (preferably in a common format) and then stored in an appropriate transaction datastore 314.


In the example of FIG. 3, the identifier “Transaction XYZ” is used. As depicted in the reconstructed transaction flow 312, component A 302 generates CDRs for Transaction XYZ.


In the example Component B 304 uses SNMP traps, so Component B 304 generates SNMP traps for Transaction XYZ. In many cases, SNMP traps are only generated in the case of abnormal conditions.


Two helper Components C 306, D 308, write transaction details into respective logs 307, 309 (in the given example), so Components C and D 306, 308 generate system log messages for Transaction XYZ. The location and format of each of the system logs 307, 309 is system dependent. Similar to an SNMP trap, a system log is in general only used to record abnormal conditions.


With traditional systems and call flow tracing technology an operator must know what type transaction recording method each component in the complex system uses. With such knowledge beforehand, the operator will then gain access to each of the recording method's “storage” and then determine a way to correlate a particular transaction from end-to-end and based on information obtained from appropriate storage for each component 302, 304, 306, 308. Most likely a “transaction identifier” is used to perform this task. Once all those pieces are in hand, a best attempt at identifying the flow of a given transaction may be reconstructed as depicted at 312.


However, the inventors herein recognize that the quality of this reconstruction is a direct function of the amount of (or lack of thereof) the data logged by the system's respective components. Using conventional call flow logic tracing technology, once the relevant data has been gathered, it must be analyzed to reproduce the actual call. The resulting reproduction is in many cases, at best, only an approximation of the actual call flow.


There is a need for improved complex call flow tracing in a distributed call system.





BRIEF DESCRIPTION OF THE DRAWINGS

Features and advantages of the present invention will become apparent to those skilled in the art from the following description with reference to the drawings, in which:



FIG. 1 shows an exemplary distributed computing system comprising four components, each embedding characters into an in-band logic history to collect a call flow transaction history, in accordance with the principles of the present invention.



FIG. 2 shows an exemplary logic string through an exemplary system, using an in-band logic history compilation technique implementing distributed logic compilation from within a complex distributed system, in accordance with the principles of the present invention.



FIG. 3 shows a distributed computing system consisting of an exemplary four components, and use of conventional technology to collect a transaction history.





SUMMARY OF THE INVENTION

In accordance with the principles of the present invention, an in-band call flow logic history is embedded in a logic history relating to a call request passed through a distributed call system. The in-band logic history comprises a first group of characters representing specific events in a logic flow of the call request relevant to a first component in the distributed call system, and a second group of characters representing specific events in the logic flow of the call request relevant to a second component in the distributed call system. The first group of characters and the second group of characters are retrieved in-band with the call request as the call request travels through the distributed call system.


In accordance with a method and apparatus according to the present invention, a method of embedding an end-to-end logic flow history in-band with a given call request comprises receiving a call request, and instantiating a logic history in-band relating to said call request. Characters representing a logic flow history are embedded into the in-band logic history. The call request is passed to another component in the distributed call system. A returned logic history string is received from the other component. The returned logic history string is embedded into the in-band logic history, and the logic history is stored in a suitable logic history database.


DETAILED DESCRIPTION OF ILLUSTRATIVE EMBODIMENTS

The present invention provides the ability to create an end-to-end in-band logic history for every request or call instance through a distributed computing system. Importantly, the created logic history uniquely traces each request's entire path, end-to-end, in-band within the messaging for the system. The end result is a single true representation of what occurred with no post computational inference.


The logic history creation performed in accordance with the principles of the present invention results in no measurable degradation to overall performance, and in general provides higher performance than otherwise conventional technique of logging and gathering the individual constituent parts and re-associating the data together. Thus, there is no longer the need for operational staff to correlate Call Detail Records (CDRs), error logs, SNMP traps etc. to gather what occurred in the system for a particular transaction of interest.


The inventors recognize that in critical systems such as a 911 emergency call system, it is very important to know what actually occurred in a particular emergency call, and not what may have occurred as is provided by conventional post-call inference technology. The invention provides a unique technique with the ability to track every logic decision point of a request, end-to-end, throughout a distributed call system. The inventive technique performs end-to-end logic tracing without the need for comparable overhead required by use of conventional tracing and logging mechanisms, and without any measurable effect on overall performance.


Many emergency call systems in telecommunications are implemented as distributed, fault tolerant systems. This invention provides the ability for a system operator or other interested and/or authorized party to uniquely trace the logic path through every sub-component in the distributed call system, and to gather the results of all components in the same hierarchical manner that the call instance used through the system. Thus the resulting logic trace shows the unique trace of the request through the system and is therefore referred to herein as a true and accurate “logic history”.


Preferably the logic history is stored in a human readable informational style. The logic history may be graded and verified by automated processes as desired.


While described with respect to end-to-end logic tracing of complex call flows in a distributed call system, the invention ultimately has application to computing systems that deploy messaging, and/or distributed systems wherein knowledge of the exact path (i.e. logic) of a transaction is required.



FIG. 1 shows an exemplary distributed computing system comprising four components, each embedding characters into an in-band logic history to collect a call flow transaction history, in accordance with the principles of the present invention.


For fault tolerance purposes there may be one or more of each component 202, 204, 206, 208 as indicated by the shadowed boxes in FIG. 1.


As shown in the example system of FIG. 1, there is a front end component A 202 that handles the in and outbound flow of requests. The exemplary system also includes a core processing component B 204. The core processing component B 204 preferably adds to a logic history as shown and described in FIGS. 1 and 2. The exemplary system also includes two helper components C 206, and D 208.


Component A 202 accesses a suitable logic history database 214. The logic history database 214 may be co-located with component A 202, or may be remote therefrom.


As depicted in FIG. 1, a typical request (e.g., incoming call 200) enters the computing system via Front End Component A 202. The incoming call 200 is then routed between appropriate internal components, with a response (e.g., an outgoing call 210) eventually exiting the system.


It is desirable for operators of such systems to have the ability to know exactly how the request traveled through the system, e.g., which logic decision points were taken (or not taken), what the exact sequence of events was, etc. Ideally, as provided by the techniques and technology of the present invention, this is done without any measurable time degradation and for every request.


The present invention presents a unique solution by providing end-to-end, in band tracing of the logic taken by a request. In band refers to the ability to log and maintain a logic trace relating to a routed call data or message within the distributed call system itself, and logged real-time as the relevant call request progresses through each affected component of the distributed call system.


In this example, the incoming call 200 is processed by the front end component 202 which instantiates its logic history in the logic history database 214 and initializes it with its unique identifier A.


As a particular logic is followed, logic codes are added in-band to the logic history maintained in the logic history database 214. This assures that the logic history not only is obtained by information immediately relevant to the call request itself, but it eliminates any delays or failures to match a given request with its history drawn from an out-of-band source, e.g., from inferences made from call data records and such.


Continuing on with the given example shown in FIGS. 1 and 2, at some point and time, the front end component A 202 passes the request on to the core processing component B 204. This component B 204 performs database lookups in a suitable Component B datastore 205, thereby adding logic codes to the requests' logic history.


In the given example, Component B 204 then asks for additional processing from two helper components C 206, and D 208.


All of the exemplary Components A 202, B 204, C 206, D 208 start their own logic history, first by initializing it with their unique identifier (in this example B, C, and D) and then by adding on their logic codes. Once a component 202, 204, 206, 208 has completed its processing, it returns its relevant logic history string to the invoking caller (in this case Component A 202), which then embeds the returned string relevant to that component (in this case Components B 204, C 206 and D 208) into its own logic history. In this example, the returned logic history strings from the helper Components C 206, D 208 are embedded in the same logic history added to by the core processing Component B 204, which in turn is all embedded in the logic history originally instantiated (i.e., started) by the front end Component A 202.


The resulting logic history string 212 is a unique presentation of the path travelled by the call request through relevant portions of the distributed call system. Moreover, the logic history is easily and directly available contemporaneous with the call request itself (i.e., it is in-band). Thus, as soon as the call request is completed, the complete end-to-end call history is also complete and available, e.g., from the logic history database 214.


The logic history is easily readable, verified and archived by automated processes 214.


As depicted in the exemplary logic history string 212, logic history is preferably provided in a hierarchal manner. For instance, the logic history provided by components C 206 and D 208 are embedded into the logic history of the logic history provided by component B 204. In turn, the logic performed by component B 204 is embedded into the logic history provided by instantiating component A 202.


The proposed technology provides the ability to log a logic history for every call instance through a distributed computing system. The inventive in-band logic history uniquely traces a call's entire path, end-to-end, in-band within the distributed call system itself. The end result is a single true representation of what occurred with no inference required. Moreover, the in-band logic history is performed with no measurable degradation to overall performance.


The inventive in-band logic history generally provides higher performance than the otherwise conventional technology requiring call logging and post-call gathering of individual constituent parts, and then re-associating the data together to form a best-guess at what logic was actually performed. With a logic history embedded in-band in accordance with the principles of the present invention, there is no longer the conventional need for operational staff to correlate Call Detail Records (CDRs), error logs, SNMP traps etc. to gather what occurred in the system for a particular transaction of interest.


The invention does not force unique logic history codes across the system, which in practice would be brittle. Rather each sub-component that is logic history enabled can use codes that have meaning and applicability only to itself. This allows the system to be flexible and lets sub-components change and redefine their logic and logic history traces without impacting the rest of the system.



FIG. 2 shows an exemplary logic string through an exemplary system, using an in-band logic history compilation technique implementing in-band logic compilation from within a complex distributed system, in accordance with the principles of the present invention.


In particular, as shown in FIG. 2, a distributed computing system in general may consist of, say, N components (with N>=1) affecting a given call request. Each component can be considered as a self-contained computing unit that handles one or more tasks and returns a result. One component may request service from one or more other components within the system.


The exemplary component shown in FIG. 2 performs a database query and retrieves and returns a key. At each logic decision point a uniquely defined identifier is added to an in-band logic history to document the path taken through the code. Because the logic history is in-band, it is created real time within the distributed call system itself.


The uniquely defined identifier is a number in the example, though it may certainly instead be alphanumeric, and/or even textual.


In step 100 shown in FIG. 2, the first task at the entry point to the exemplary component initializes, or instantiates, the logic history. The logic history is preferably instantiated within a suitable logic history database 214, though it can instead be instantiated within the component A 202 itself. The instantiated logic history may be given a unique name relevant to the given particular computing component, e.g. “MyComponent”.


In step 102, a lookup is performed in a particular database pool (e.g., the logic history database 214 shown in FIG. 1) to query the database pool for a particular logic history. In the disclosed embodiment, a literal character (e.g., a literal “1”) is appended to the logic history at this point.


In step 103, the database lookup in step 102 can throw errors that may terminate the logic flow. In that case the logic history would be complete, and in the given example an indication as to this logic occurrence is indicated, e.g., with a literal “1” in step 102.


On the other hand, the database may report that there is no pool (steps 104, 106) with the desired criteria (whatever they may be). If not, then this logical flow may be documented with a suitable number, character, text, etc. In this example, a literal character (e.g., a “2”) would be appended to the logic history (in step 106) to indicate the occurrence of this logic flow to this particular call request, and the logic flow would advance to an end step 130.


Assuming that the logic history has been found in step 102, the logic will now move to step 108 where a lookup for keys of type A is performed to check if they are of a certain type. In this sample there are two types of keys, key type A and key type B. Step 108, if successful, would append an appropriate indicator (e.g., a literal “3”) to the in-band logic history. Any error would be reported in step 109.


In the given example, type A keys are the preferred keys and looked up first. In step 110, the flow determines whether or not the key is a type A key. If so, then the process moves to step 112, where action is taken to indicate in the in-band logic history that a type A key was found, e.g., by appending a literal “4” to the logic history.


From step 112, the process moves to step 126 to determine whether or not the call was a test call (important to test the operation and response of 911 emergency systems). If the call was a test call, the process moves to the end step 130. If not, the process moves to step 128 to add a key to the response depicted in step 128, and then to the end step 130.


Returning to step 110, if the key was not a type A key, then the process moves to step 114, where type B keys are searched for in the pool. If a type B key is found, a literal “5” would be appended to the in-band logic history. Any error would be reported in step 115.


Step 116 determines if a type B key is found. If not, the process moves to step 122 where a found valid key of type B is added to the logic history, then the process moves to step 126. Otherwise, if a type B key is found, step 120 determines if the key is still valid. If the key is still valid, step 122 determines and reports that an invalid type B key was found, and the process proceeds to step 126.


If no Type B key was found in step 116, then the process proceeds to step 118 to appropriately mark the in-band logic history, e.g., with a literal “6” 118 appended to the Logic History. As indicated earlier, the database lookup for the key can throw errors 109, 115 in which case the logic will come to an abrupt end with no further additions to the logic history. On the other hand, if a type B key was found, the logic determines if the type B keys is invalid 120, in which case the literal “8” is appended to the logic history in step 124. If the type B key is valid, a literal “7” will be appended to the logic history in step 122.


At the very end of the logic call flow, the logic does one final check to see if this was a test transaction 126 (which are quite common in distributed systems). Only if this was a real call (i.e., not a test call), step 128 will append a suitable indicator to the in-band logic history, e.g., a literal “9”, and the retrieved Key is returned in the response at the end step 130.


In summary, one possible call path through this sample component could be captured as [MyComponent:1,3,4,9]. We choose to use the comma (,) as a delimiter between logic codes, however any other delimiter would serve just as well. The entire string of logic codes is delimited by a pair of two brackets ([,]). However any other pair of suitable delimiters may be chosen.


While the invention has been described with reference to the exemplary embodiments thereof, those skilled in the art will be able to make various modifications to the described embodiments of the invention without departing from the true spirit and scope of the invention.

Claims
  • 1. A system to embed a logic history in a routed message through a distributed computing system, comprising: a first component in said distributed computing system initializing a first component logic history regarding said routed message with a first unique identifier of said first component, together with first logic codes relevant to said routed message with respect to said first component;a second component in said distributed computing system initializing a second component logic history regarding said routed message with a second unique identifier together with second logic codes relevant to said routed message with respect to said second component;wherein said first logic codes and said second logic codes are logged real-time as the routed message progresses through affected components of said distributed call system; andwherein a history of an end-to-end path of said routed message is embedded with said routed message.
  • 2. The system to embed a logic history in a routed message through a distributed computer system according to claim 1, wherein: said first component and said second component relate to first and second decision points of routing of said routed message as it progresses through said distributed call system.
  • 3. The system to embed a logic history in a routed message through a distributed computer system according to claim 1, wherein: said first unique identifier and said second unique identifier are comprised of ASCII characters.
  • 4. The system to embed a logic history in a routed message through a distributed computer system according to claim 3, wherein: said first logic codes and said second logic codes are comprised of ASCII characters.
  • 5. The system to embed a logic history in a routed message through a distributed computer system according to claim 1, wherein: said first logic codes and said second logic codes are comprised of ASCII characters.
  • 6. The system to embed a logic history in a routed message through a distributed computer system according to claim 1, further comprising: a front end component in said distributed computer system to accept a request for routing said routed message, said front end component initializing a front end logic history regarding said routed message with a third unique identifier together with third logic codes relevant to said routed message with respect to said front end component.
  • 7. The system to embed a logic history in a routed message through a distributed computer system according to claim 1, wherein: said front end component embeds said first logic history, said second logic history, and said third logic history with said routed message.
  • 8. A method of embedding a logic history in a routed message through a distributed computing system, comprising: initializing a first component history with a first unique identifier of a first component in a distributed computing system, together with first logic codes relevant to said routed message with respect to said first component;initializing a second component history with a second unique identifier of a second component in said distributed computing system, together with second logic codes relevant to said routed message with respect to said second component;wherein said first logic codes and said second logic codes are logged real-time as the routed message progresses through affected components of said distributed call system; andwherein a history of an end-to-end path of said routed message is embedded with said routed message.
  • 9. The method of embedding a logic history in a routed message through a distributed computer system according to claim 8, wherein: said first component and said second component relate to first and second decision points of routing of said routed message as it progresses through said distributed call system.
  • 10. The method of embedding a logic history in a routed message through a distributed computer system according to claim 8, wherein: said first unique identifier and said second unique identifier are comprised of ASCII characters.
  • 11. The method of embedding a logic history in a routed message through a distributed computer system according to claim 10, wherein: said first logic codes and said second logic codes are comprised of ASCII characters.
  • 12. The method of embedding a logic history in a routed message through a distributed computer system according to claim 8, wherein: said first logic codes and said second logic codes are comprised of ASCII characters.
  • 13. The method of embedding a logic history in a routed message through a distributed computer system according to claim 8, further comprising: accepting a request for routing said routed message by a front end component in said distributed computer system, said front end component initializing a front end logic history regarding said routed message with a third unique identifier together with third logic codes relevant to said routed message with respect to said front end component.
  • 14. The method of embedding a logic history in a routed message through a distributed computer system according to claim 8, wherein: said front end component embeds said first logic history, said second logic history, and said third logic history with said routed message.
RELATED APPLICATIONS

This application is a continuation of U.S. patent application Ser. No. 12/081,191, entitled “End-to-End Logic Tracing of Complex Call Flows in a Distributed Call System”, filed on Apr. 11, 2008, now U.S. Pat. No. 8,576,991; which claims priority to U.S. Provisional Application No. 61/064,671, filed Mar. 19, 2008, entitled “End-to-End Logic Tracing of Complex Call Flows in a Distributed Call System.” The entirety of both of which are expressly incorporated herein by reference.

US Referenced Citations (230)
Number Name Date Kind
1103073 O'Connel Jul 1914 A
4445118 Taylor et al. Apr 1984 A
4494119 Wimbush Jan 1985 A
4651156 Martinez Mar 1987 A
4868570 Davis Sep 1989 A
4891638 Davis Jan 1990 A
4891650 Sheffer Jan 1990 A
4952928 Carroll Aug 1990 A
4972484 Theile Nov 1990 A
5014206 Scribner May 1991 A
5043736 Darnell Aug 1991 A
5055851 Sheffer Oct 1991 A
5068656 Sutherland Nov 1991 A
5166972 Smith Nov 1992 A
6032051 Hall Feb 2000 A
6108533 Brohoff Aug 2000 A
6134316 Kallioniemi Oct 2000 A
6181939 Ahvenainen Jan 2001 B1
6253074 Carlsson Jun 2001 B1
6278701 Ayyagari Aug 2001 B1
6304635 Iwami Oct 2001 B1
6321092 Fitch Nov 2001 B1
6360102 Havinis Mar 2002 B1
6397208 Lee May 2002 B1
6427001 Contractor Jul 2002 B1
6526026 Menon Feb 2003 B1
6529500 Pandharipande Mar 2003 B1
6564261 Gudjonsson May 2003 B1
6587691 Granstam Jul 2003 B1
6600927 Hamilton Jul 2003 B2
6621810 Leung Sep 2003 B1
6687504 Raith Feb 2004 B1
6694351 Shaffer Feb 2004 B1
6731940 Nagendran May 2004 B1
6744858 Ryan Jun 2004 B1
6771629 Preston Aug 2004 B1
6775267 Kung Aug 2004 B1
6775534 Lindgren Aug 2004 B2
6795444 Vo Sep 2004 B1
6839417 Weisman Jan 2005 B2
6847618 Laursen Jan 2005 B2
6876734 Summers Apr 2005 B1
6898633 Lyndersay May 2005 B1
6912230 Salkini Jun 2005 B1
6940826 Simard Sep 2005 B1
6940950 Dickinson et al. Sep 2005 B2
6957068 Hutchison Oct 2005 B2
6968044 Beason Nov 2005 B2
6985747 Chithambaram Jan 2006 B2
6993355 Pershan Jan 2006 B1
7072667 Olrik Jul 2006 B2
7106717 Rousseau Sep 2006 B2
7110773 Wallace Sep 2006 B1
7136466 Gao Nov 2006 B1
7174153 Ehlers Feb 2007 B2
7177397 McCalmont Feb 2007 B2
7177398 Meer Feb 2007 B2
7177399 Dawson Feb 2007 B2
7200380 Havlark Apr 2007 B2
7245900 Lamb Jul 2007 B1
7246187 Ezra Jul 2007 B1
7260186 Zhu Aug 2007 B2
7269428 Wallenius Sep 2007 B1
7302582 Snapp Nov 2007 B2
7321773 Hines Jan 2008 B2
7330899 Wong Feb 2008 B2
7369508 Parantainen May 2008 B2
7369530 Keagy May 2008 B2
7382773 Schoeneberger Jun 2008 B2
7392240 Scriffignano Jun 2008 B2
7394896 Norton Jul 2008 B2
7403939 Virdy Jul 2008 B1
7424293 Zhu Sep 2008 B2
7426380 Hines Sep 2008 B2
7428571 Ichimura Sep 2008 B2
7436785 McMullen Oct 2008 B1
7440442 Grabelsky Oct 2008 B2
7440565 McLarty Oct 2008 B2
7450951 Vimpari Nov 2008 B2
7453990 Welenson Nov 2008 B2
7495608 Chen Feb 2009 B1
7516210 Liscano et al. Apr 2009 B2
7573982 Breen Aug 2009 B2
7602886 Beech Oct 2009 B1
7623447 Faccin Nov 2009 B1
7711094 Olshansky May 2010 B1
7747258 Farmer Jun 2010 B2
7764961 Zhu Jul 2010 B2
7783297 Ishii Aug 2010 B2
7787611 Kotelly Aug 2010 B1
7792989 Toebes Sep 2010 B2
7881233 Bieselin Feb 2011 B2
7890122 Walsh Feb 2011 B2
7937067 Maier May 2011 B2
8005683 Tessel Aug 2011 B2
8027658 Suryanarayana Sep 2011 B2
RE42927 Want Nov 2011 E
8060389 Johnson Nov 2011 B2
8308570 Fiedler Nov 2012 B2
8422487 Mason et al. Apr 2013 B2
8600923 McColgan et al. Dec 2013 B2
8831645 Agarwal et al. Sep 2014 B2
8903903 Benedyk et al. Dec 2014 B2
20010040886 Jimenez Nov 2001 A1
20020077083 Zellner Jun 2002 A1
20020077084 Zellner Jun 2002 A1
20020077118 Zellner Jun 2002 A1
20020077897 Zellner Jun 2002 A1
20020085538 Leung Jul 2002 A1
20020086676 Hendrey Jul 2002 A1
20020101860 Thornton Aug 2002 A1
20020102996 Jenkins Aug 2002 A1
20020118650 Jagadeesan Aug 2002 A1
20020123327 Vataja Sep 2002 A1
20020126656 Park Sep 2002 A1
20020158777 Flick Oct 2002 A1
20020173317 Nykanen Nov 2002 A1
20020191595 Mar Dec 2002 A1
20030009277 Fan Jan 2003 A1
20030012148 Peters Jan 2003 A1
20030026245 Ejzak Feb 2003 A1
20030044654 Holt Mar 2003 A1
20030086539 McCalmont May 2003 A1
20030108176 Kung Jun 2003 A1
20030109245 McCalmont Jun 2003 A1
20030118160 Holt Jun 2003 A1
20030119521 Tipnis Jun 2003 A1
20030119528 Pew Jun 2003 A1
20030186709 Rhodes Oct 2003 A1
20040004761 Travis Jan 2004 A1
20040043775 Kennedy Mar 2004 A1
20040047461 Weisman et al. Mar 2004 A1
20040076277 Kuusinen Apr 2004 A1
20040143852 Meyers Jul 2004 A1
20040181689 Kiyoto Sep 2004 A1
20040184584 McCalmont Sep 2004 A1
20040190497 Knox Sep 2004 A1
20040198386 Dupray Oct 2004 A1
20040267445 De Luca Dec 2004 A1
20050020242 Holland Jan 2005 A1
20050043037 Loppe Feb 2005 A1
20050053209 D'Evelyn Mar 2005 A1
20050063519 James Mar 2005 A1
20050074107 Renner Apr 2005 A1
20050078612 Lang Apr 2005 A1
20050083911 Grabelsky Apr 2005 A1
20050101335 Kelly May 2005 A1
20050107673 Ball May 2005 A1
20050119012 Merheb Jun 2005 A1
20050125376 Curtis Jun 2005 A1
20050135569 Dickinson Jun 2005 A1
20050136885 Kaltsukis Jun 2005 A1
20050169248 Truesdale Aug 2005 A1
20050174991 Keagy Aug 2005 A1
20050192822 Hartenstein Sep 2005 A1
20050201529 Nelson Sep 2005 A1
20050213716 Zhu Sep 2005 A1
20050232252 Hoover Oct 2005 A1
20050238156 Turner Oct 2005 A1
20050255857 Kim Nov 2005 A1
20050265318 Khartabil Dec 2005 A1
20050271029 Iffland Dec 2005 A1
20050282518 D'Evelyn Dec 2005 A1
20050287979 Rollender Dec 2005 A1
20050289097 Trossen Dec 2005 A1
20060008065 Longman Jan 2006 A1
20060010200 Mousseau Jan 2006 A1
20060026288 Acharya Feb 2006 A1
20060068753 Karpen Mar 2006 A1
20060077911 Shaffer Apr 2006 A1
20060079330 Dvorak Apr 2006 A1
20060088152 Green Apr 2006 A1
20060104306 Adamczyk May 2006 A1
20060120517 Moon Jun 2006 A1
20060128395 Muhonen Jun 2006 A1
20060135177 Winterbottom Jun 2006 A1
20060154710 Serafat Jul 2006 A1
20060188083 Breen Aug 2006 A1
20060239205 Warren Oct 2006 A1
20060250987 White Nov 2006 A1
20060258380 Liebowitz Nov 2006 A1
20060281437 Cook Dec 2006 A1
20060293024 Benco Dec 2006 A1
20060293066 Edge Dec 2006 A1
20070003024 Olivier Jan 2007 A1
20070022011 Altberg Jan 2007 A1
20070026871 Wager Feb 2007 A1
20070027997 Polk Feb 2007 A1
20070036139 Patel Feb 2007 A1
20070041513 Gende Feb 2007 A1
20070041516 Dickinson Feb 2007 A1
20070049288 Lamprecht Mar 2007 A1
20070060097 Edge Mar 2007 A1
20070081635 Croak Apr 2007 A1
20070121601 Kikinis May 2007 A1
20070149213 Lamba Jun 2007 A1
20070160036 Smith Jul 2007 A1
20070162228 Mitchell Jul 2007 A1
20070201623 Hines Aug 2007 A1
20070206568 Silver Sep 2007 A1
20070206613 Silver Sep 2007 A1
20070242660 Xu Oct 2007 A1
20070263610 Mitchell Nov 2007 A1
20070270164 Maier Nov 2007 A1
20080032703 Krumm Feb 2008 A1
20080037715 Prozeniuk Feb 2008 A1
20080059304 Kimsey Mar 2008 A1
20080063153 Krivorot Mar 2008 A1
20080065775 Polk Mar 2008 A1
20080080691 Dolan Apr 2008 A1
20080117859 Shahidi May 2008 A1
20080146343 Sullivan et al. Jun 2008 A1
20080186164 Emigh Aug 2008 A1
20080214202 Toomey Sep 2008 A1
20080249967 Flinn Oct 2008 A1
20090076842 Schwarzberg et al. Mar 2009 A1
20090323636 Dillon Dec 2009 A1
20100029244 Moodbidri Feb 2010 A1
20100069034 Dickinson Mar 2010 A1
20100119049 Clark May 2010 A1
20100178973 Snoddy et al. Jul 2010 A1
20100218664 Toledano et al. Sep 2010 A1
20100328093 Robinson et al. Dec 2010 A1
20110113060 Martini May 2011 A1
20110149953 Helgeson et al. Jun 2011 A1
20110273568 Lagassey Nov 2011 A1
20120001750 Monroe Jan 2012 A1
20120189107 Dickinson Jul 2012 A1
20130072308 Peck et al. Mar 2013 A1
20130079152 Hall Mar 2013 A1
Foreign Referenced Citations (2)
Number Date Country
WO0145342 Jun 2001 WO
WO2004025941 Mar 2004 WO
Non-Patent Literature Citations (9)
Entry
PCT International Search Report in PCT/US2009/01640 dated Jul. 26, 2010.
Intrado MSAG Prep for E911 Program and Documentation. Intrado Inc., Longmont, CO. Sep. 14, 2006. Accessed: Nov. 8, 2011. Idaho PSAP Standards Committee. Idaho Emergency Communications Commission,http://idahodispatch.com/index.php?option=com—documan&task=doc—download&gid=3&Itemid=7.
International Search Report received in PCT/US2012/000422 dated Dec. 10, 2012.
Extended European Search Report from EPO in European Appl. No. 06827172.5 dated Dec. 29, 2009.
Le-Pond Chin, Jyh-Hong Wen, Ting-Way Liu, The Study of the Interconnection of GSM Mobile Communication System Over IP based Network, May 6, 2001, IEEE, Vehicular Technology Conference, vol. 3, pp. 2219-2223.
Location Based Services V2 Roaming Support (non proprietary), 80-V8470-2NP A, dated Jan. 27, 2005, pp. 1-56.
International Search Report received in PCT/US11/01971 dated Feb. 28, 2013.
International Search Report received in PCT/US2011/001990 dated Apr. 24, 2012.
Yilin Zhao, Efficient and reliable date transmission for cellular and GPS based mayday systems, Nov. 1997, IEEE, IEEE Conference on Intelligent Transportation System, 1997. ITSC 97, 555-559.
Related Publications (1)
Number Date Country
20140064460 A1 Mar 2014 US
Provisional Applications (1)
Number Date Country
61064671 Mar 2008 US
Continuations (1)
Number Date Country
Parent 12081191 Apr 2008 US
Child 14071342 US