Prosecution Insights
Last updated: April 19, 2026
Application No. 15/606,306

Dynamic Encoding Using Remote Encoding Profiles

Non-Final OA §102§103
Filed
May 26, 2017
Examiner
LU, ZHIYU
Art Unit
2665
Tech Center
2600 — Communications
Assignee
Comcast Cable Communications LLC
OA Round
9 (Non-Final)
49%
Grant Probability
Moderate
9-10
OA Rounds
3y 8m
To Grant
63%
With Interview

Examiner Intelligence

Grants 49% of resolved cases
49%
Career Allow Rate
374 granted / 759 resolved
-12.7% vs TC avg
Moderate +14% lift
Without
With
+13.9%
Interview Lift
resolved cases with interview
Typical timeline
3y 8m
Avg Prosecution
57 currently pending
Career history
816
Total Applications
across all art units

Statute-Specific Performance

§101
2.9%
-37.1% vs TC avg
§103
66.6%
+26.6% vs TC avg
§102
11.8%
-28.2% vs TC avg
§112
17.0%
-23.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 759 resolved cases

Office Action

§102 §103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 12/23/2025 has been entered. Response to Arguments Applicant’s arguments with respect to claim(s) 1-2, 5, 7-10, 13-15, 21-22, 24, 27-33 have been considered but are moot because the new ground of rejection does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1-2, 5, 7-10, 12-15, 21-22, 24, 26-27, 29, 31-33 is/are rejected under 35 U.S.C. 102(a)(1) as being unpatentable over O’Connor et al. (US2011/0116540) in view of Hassan et al. (US2016/0088054). To claim 1, O’Connor teach a method (Fig. 2) comprising: receiving, by an encoder, content (paragraph 0025, receives a signal with respect to source multimedia digital content 26 from a cable TV supplier via cable); determining, based on metadata from an electronic program guide and associated with the content, a source from which the content was received (paragraph 0025, metadata 28 associates with source media digital content 26; paragraph 0024, “… metadata information associated with it that enables the receiver of the set-top box to extract information concerning the tuned-station and program. For example, this data can include tuning information, frequency, MPEG program number, title, rating, content warnings, actors, program description, director, reviews, closed caption information, broadcast time, broadcast channel, duration, category and subcategory of program, video and audio parameters, and the like. Video content parameters can include, for example, information concerning display type (i.e., letterbox, wide screen, high definition, etc.), frames per second, visual quality, spatial resolution, PSNR, minimum and maximum bit-rates, length of encoded content, buffer management, and decoded playback, and audio parameters can include language, stereo, surround sound, Dolby, Dolby 5.1, or the like. The metadata facilitates watching, searching, and recording programs and permits a viewer to browse program summaries and search or sort by genre, title and/or channel”; wherein a source from which the content was received, may be interpreted as either directly or indirectly from, with various interpretations, e.g., director, broadcast channel, category and subcategory of program, etc., as origin or source of the content); receiving, based on the source from which the content was received, an encoding profile (e.g., one or more encoding parameters) for encoding the content (paragraphs 0030, takes into consideration the type of program of the source multimedia digital content 26 via use of the metadata 28, which corresponds to category and subcategory of program); determining, based on the encoding profile and an encoding quality metric (paragraph 0030, frame rate and spatial quality), a modified encoding profile (e.g., when switching playback channel or content, paragraphs 0026-0027, the rules are adjusted and changed depending upon media content and/or the device for which the content is being encoded for playback); encoding, based on the modified encoding profile, a second portion of the content (50 of Fig. 3); and sending the encoded second portion of the content (52 of Fig. 3) But, O’Connor do not expressly disclose wherein the encoding quality metric is based on a previously encoded portion of the content and an unencoded portion of the content. Hassan teach a media streaming server adaptively encodes the media content (abstract) with quality metric as objective or subjective encoding criteria (paragraph 0048), wherein the quality metric is based on a previously encoded portion of the content and an unencoded portion of the content (paragraph 0048, quality metric can measure a difference between an original video signal and the encoded video signal), and segments or sub-segments of media content can be encoded or re-encoded using a different encoder configuration based on said encoding quality metric (paragraphs 0034, 0053, 0064, length of the adaptation set and each media segment or sub-segment is dependent on the type of media, system requirements, potential types of interference, and so forth). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate teaching of Hassan into the method of O’Connor, in order to implement alternative encoding quality metric by design preference. To claim 8, O’Connor and Hassan teach a method (as explained in response to claim 1 above). To claim 21, O’Connor and Hassan teach an apparatus comprising: one or more processors; and memory comprising processor-executable instructions that, when executed by the one or more processors cause the apparatus to execute (as explained in response to claim 1 above). To claim 2, O’Connor and Hassan teach claim 1. O’Connor and Hassan teach wherein determining the source from which the content was received comprises analyzing the metadata, and wherein the encoding profile comprises a bit rate setting, a resolution setting, or a combination thereof (as explained in response to claim 1 above). To claim 5, O’Connor and Hassan teach claim 1. O’Connor and Hassan teach wherein sending the encoded second portion of the content comprises: sending the encoded second portion of the content to one or more of an encoding quality analyzer or one or more user device (O’Connor, Fig. 2). To claim 7, O’Connor and Hassan teach claim 1. O’Connor and Hassan teach wherein the content is associated with a content asset comprising a linear content channel (Hassan, paragraph 0025, real-time streaming) and wherein the encoder is configured to encode the content in real-time as the content is received from a content source (Hassan, paragraphs 0025, 0039, programming channel or network streaming) To claim 9, O’Connor and Hassan teach claim 8. O’Connor and Hassan teach further comprising receiving the metadata from the electronic program guide (O’Connor, paragraph 0008). To claim 10, O’Connor and Hassan teach claim 8. O’Connor and Hassan teach wherein determining the second encoding profile comprises modifying, based on the encoding quality metric, an encoder setting of the first encoding profile, wherein the encoder setting of the first encoding profile corresponds to a modified encoder setting of the second encoding profile (as explained in response to claim 1 above, adjust/adapt the encoder settings dynamically). To claim 13, O’Connor and Hassan teach claim 8. O’Connor and Hassan teach wherein the first encoding profile comprises a bit rate setting, a resolution setting, or a combination thereof (O’Connor, paragraphs 0024, 0032). To claim 14, O’Connor and Hassan teach claim 8. O’Connor and Hassan teach wherein the content comprises linear content, and wherein the encoder is configured to encode the content in real-time as the content is received from the source from which the content was received (as explained in response to claim 7 above). To claim 15, O’Connor and Hassan teach claim 8. O’Connor and Hassan teach further comprising sending, to one or more user devices, the encoded second portion of the content (as explained in response to claim 5 above). To claim 22, O’Connor and Hassan teach claim 21. O’Connor and Hassan teach wherein the processor-executable instructions that, when executed by the one or more processors, cause the apparatus to determine the source from which the content was received, cause the apparatus to analyze the metadata received from the electronic program guide (O’Connor, paragraph 0008). To claim 24, O’Connor and Hassan teach claim 21. O’Connor and Hassan teach wherein the processor-executable instructions that, when executed by the one or more processors, cause the apparatus to send the encoded second portion of the content, cause the apparatus to: send the encoded second portion of the content to one or more of an encoding quality analyzer or one or more user devices (as explained in response to claim 5 above). To claim 27, O’Connor and Hassan teach claim 1. O’Connor and Hassan teach further comprising: sending, by the encoder and to a computing device, an indication of the type of the content; and receiving, based on the indication of the source from which the content was received (as explained in response to claim 1 above, and Hassan, paragraphs 0019-0024, request specifics on content and quality). To claim 29, O’Connor and Hassan teach claim 21. O’Connor and Hassan teach wherein the processor-executable instructions, when executed by the one or more processors, further cause the apparatus to: determine a type of the content; send, to a computing device, an indication of the type of the content; and receive, based on the indication of the source from which the content was received, wherein receiving the encoding profile comprises receiving, based on the indication of the type of the content, the encoding profile (as explained in response claim 27 above). To claims 31-33, O’Connor and Hassan teach claims 1, 8 and 21. O’Connor and Hassan teach wherein determining, based on the encoding quality metric, the modified encoding profile comprises: determining the encoding quality metric satisfies a threshold; and determining, based on the encoding profile and the encoding quality metric satisfying the threshold, the modified encoding profile (Hassan, paragraphs 0017, 0053, 0061). Claims 28, 30 is/are rejected under 35 U.S.C. 103 as being unpatentable over O’Connor et al. (US2011/0116540), Hassan et al. (US2016/0088054) and Reynolds et al. (US2004/0045030). To claim 28, O’Connor and Hassan teach claim 1. But, O’Connor and Hassan do not expressly disclose further comprising: comparing a metric of the previously encoded portion of the content to a baseline metric of the unencoded portion of the content; and determining, based on a difference between the metric and the baseline metric, the encoding quality metric. Reynold teach a system dynamically altering video encoding and compression settings (paragraph 0224), and wherein comparing a metric of previously encoded content to a baseline metric; and determining, based on a difference between the metric of the previously encoded content and the baseline metric, the encoding quality metric (paragraph 0198), which would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate into the method of O’Connor and Hassan, in order to further detail in QoS analysis. To claim 30, O’Connor and Hassan teach claim 21. O’Connor, Hassan and Reynold teach wherein the processor-executable instructions, when executed by the one or more processors, further cause the apparatus to: compare a metric of the previously encoded portion of the content to a baseline metric of the unencoded portion of the content; and determine, based on a difference between the metric and the baseline metric, the encoding quality metric (as explained in response to claim 28 above). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to ZHIYU LU whose telephone number is (571)272-2837. The examiner can normally be reached Weekdays: 8:30AM - 5:00PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Stephen R Koziol can be reached at (408) 918-7630. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. ZHIYU . LU Primary Examiner Art Unit 2669 /ZHIYU LU/Primary Examiner, Art Unit 2665 February 10, 2026
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Prosecution Timeline

May 26, 2017
Application Filed
Jul 18, 2019
Applicant Interview
Jul 18, 2019
Applicant Interview (Telephonic)
Feb 12, 2020
Non-Final Rejection — §102, §103
Jul 14, 2020
Response Filed
Oct 10, 2020
Final Rejection — §102, §103
Apr 15, 2021
Request for Continued Examination
Apr 17, 2021
Response after Non-Final Action
May 11, 2021
Non-Final Rejection — §102, §103
Nov 16, 2021
Response Filed
Dec 02, 2021
Final Rejection — §102, §103
Jan 10, 2022
Interview Requested
Jan 19, 2022
Examiner Interview Summary
Jan 19, 2022
Applicant Interview (Telephonic)
Feb 07, 2022
Response after Non-Final Action
Apr 18, 2022
Response after Non-Final Action
Apr 18, 2022
Notice of Allowance
May 16, 2022
Response after Non-Final Action
Jul 22, 2022
Response after Non-Final Action
Aug 04, 2022
Response after Non-Final Action
Nov 05, 2022
Response after Non-Final Action
Dec 09, 2022
Examiner Interview (Telephonic)
Dec 09, 2022
Response after Non-Final Action
Feb 13, 2023
Response after Non-Final Action
Feb 15, 2023
Response after Non-Final Action
Feb 16, 2023
Response after Non-Final Action
Feb 16, 2023
Response after Non-Final Action
Sep 13, 2023
Response after Non-Final Action
Nov 16, 2023
Request for Continued Examination
Nov 18, 2023
Response after Non-Final Action
Dec 13, 2023
Non-Final Rejection — §102, §103
May 20, 2024
Response Filed
Jul 25, 2024
Final Rejection — §102, §103
Oct 04, 2024
Interview Requested
Oct 11, 2024
Applicant Interview (Telephonic)
Oct 11, 2024
Examiner Interview Summary
Jan 30, 2025
Request for Continued Examination
Feb 02, 2025
Response after Non-Final Action
Feb 08, 2025
Non-Final Rejection — §102, §103
May 09, 2025
Interview Requested
May 16, 2025
Examiner Interview Summary
May 16, 2025
Applicant Interview (Telephonic)
Jun 13, 2025
Response Filed
Sep 21, 2025
Final Rejection — §102, §103
Oct 29, 2025
Interview Requested
Dec 23, 2025
Request for Continued Examination
Jan 18, 2026
Response after Non-Final Action
Feb 10, 2026
Non-Final Rejection — §102, §103
Apr 15, 2026
Interview Requested

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

9-10
Expected OA Rounds
49%
Grant Probability
63%
With Interview (+13.9%)
3y 8m
Median Time to Grant
High
PTA Risk
Based on 759 resolved cases by this examiner. Grant probability derived from career allow rate.

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