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  • PTAB · Aug 25, 2025 · IPR2024-01271 · APJ Frances L Ippolito · IPR · Rehearing

    The Board denied Google’s rehearing request, leaving institution denied for claims 1–21 because the petition did not show a reasonable likelihood that Belanger-Halevy taught limitation [1B].

    RulingsRehearing decision
    • RehearingRehearing, deniedDenied

      “II. ANALYSIS A request for rehearing “must specifically identify all matters the party believes the Board misapprehended or overlooked, and the place where each matter was previously addressed in a motion, an opposition, a reply or sur-reply.” 37 C.F.R. § 42.71(d). The party challenging a decision bears the burden of showing the decision should be modified. Id. We address Petitioner’s rehearing arguments below.” slip op. at 2

    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “variable data database’ as required by claim 1.” Dec. 22. We discussed and quoted extensively from Petitioner’s expert declaration of Dr. Fox and Patent Owner’s expert declaration of Dr. Malek. Id. at 22–26 (citing Ex. 1003 ¶ 94; Ex. 2001 ¶¶ 68, 70). In reviewing the parties’ submissions, we found that: Halevy’s disclosures are consistent with Patent Owner’s arguments and Dr. Malek’s testimony that Halevy does not teach mapping fields to one another or mapping of fields to one another through SO-properties. For example, as described, in Figure 6 and Halevy as a whole, Halevy does not teach or suggest mapping or linking different keywords to one another, rather the keywords are mapped to SO-properties.” slip op. at 5

    • Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner

      “Dr. Fox states that “Halevy’s disclosure of a form database in which corresponding fields from different forms on different websites map to the same SO-properties based on the SO-class identified for the form would have been recognized by a POSA as what the ’342 patent refers to as a universal variable map.” Ex. 1003 ¶ 98 (citing Ex. 1001, 17:48– 52). Based on this conclusory opinion, Dr. Fox reasons that Halevy’s form database is a “universal variable map” that must also link computer-readable field identifiers from multiple different websites to each other in the form database, because field identifiers are mapped to the same SO-properties associated with an SO-class.” Id. (emphasis omitted). We observe first that Dr. Fox’s conclusion is not supported by the cited portions of the ’342 patent. In column 17, lines 48–52, the ’342 patent explains that fields or variables may be part of forms, and variations of the data fields or variables “may include a source form, a destination form, a single source to many destination form, many sources to one destination form, cascading forms (e.g., a first form links to a second form which links to a third form, etc.) and so on.” Ex. 1001, 17:48–52. While this portion of the ’342 patent indicates that forms may include variations on fields or variables, it does not describe linking or mapping variables to one another. Ex. 2001 ¶ 75 (“[T]hat portion of the specification does not have anything to do with the definition of a “universal variable map.” Rather, it merely discusses different types of variables and fields that might appear in different types of forms.”). Dec. 28–29. We again referred to the disclosure of the ’342 patent to address evidence in the Petition relied upon by Dr. Fox to support Petitioner’s position. Id. We credited Dr. Malek’s testimony over Dr. Fox’s testimony because Dr. Malek underlined the distinctions between the asserted Belanger-Halevy prior art combination and limitation [1B]. Dec. 28–31. In short, any confusion applying the prior art Belanger-Halevy references to the claim limitation is rooted in the Petition. The Board denied the Petition because the Petition did not demonstrate a reasonable likelihood of showing that Belanger-Halevy discloses or teaches limitation [1B] of the ’342 patent.” slip op. at 5

    None
    Patents in suitUS 10,262,342
  • PTAB · Aug 25, 2025 · IPR2024-01270 · APJ Frances L Ippolito · IPR · Rehearing

    The Board denied Google’s rehearing request, leaving in place the denial of institution because the Petition did not show a reasonable likelihood that Belanger-Halevy teaches limitation [1C] of claims 1–26.

    RulingsRehearing decision
    • RehearingRehearing, deniedDenied

      “II. ANALYSIS A request for rehearing “must specifically identify all matters the party believes the Board misapprehended or overlooked, and the place where each matter was previously addressed in a motion, an opposition, a reply or sur-reply.” 37 C.F.R. § 42.71(d). The party challenging a decision bears the burden of showing the decision should be modified. Id. We address Petitioner’s rehearing arguments below.” slip op. at 2

    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “[m]issing, however, from Halevy’s disclosure is any teaching or suggestion that a ‘plurality of computer-readable field identifiers’ are mapped ‘to one another’ as required by claim 1.” Dec. 22. We discussed and quoted extensively from Petitioner’s expert declaration of Dr. Fox and Patent Owner’s expert declaration of Dr. Malek. Id. at 22–26 (citing Ex. 1003 ¶ 104; Ex. 2001 ¶¶ 69, 71). In reviewing the parties’ submissions, we found that: Halevy’s disclosures are consistent with Patent Owner’s arguments and Dr. Malek’s testimony that Halevy does not teach mapping fields to one another or mapping of fields to one another through SO-properties. For example, as described, in Figure 6 and Halevy as a whole, Halevy does not teach or suggest mapping or linking different keywords to one another, rather the keywords are mapped to SO-properties. slip op. at 5

    • Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner

      “Dr. Fox states that “Halevy’s disclosure of a form database in which corresponding fields from different forms on different websites map to the same SO-properties would have been recognized by a POSA as what the ’378 patent refers to as a universal variable map.” Ex. 1003 ¶ 108 (citing Ex. 1001, 17:42–46). Based on this conclusory opinion, Dr. Fox reasons that Halevy’s form database is a “universal variable map” that must also link computer-readable field identifiers (including parameter names) from multiple different websites to each other in the form database, because the field identifiers are mapped to the same SO-properties associated with an SO-class. Id. We observe first that Dr. Fox’s conclusion is not supported by the cited portions of the ’378 patent. In column 17, lines 42–46, the ’378 patent explains that fields or variables may be part of forms and variations of these data fields or variables “may include a source form, a destination form, a single source to many destination form, many sources to one destination form, cascading forms (e.g., a first form links to a second form which links to a third form, etc.) and so on.” Ex. 1001, 17:42–46. While this portion of the ’378 patent indicates that forms may include variations on fields or variables, it does not describe any linking or mapping of variables to one another. Ex. 2001 ¶ 76 (“[T]hat portion of the specification does not have anything to do with the definition of a “universal variable map.” Rather, it merely discusses different types of variables and fields that might appear in different types of forms.”). Dec. 28–29. We again referred to the disclosure of the ’378 patent to address evidence in the Petition relied upon by Dr. Fox to support Petitioner’s position. Id. We credited Dr. Malek’s testimony over Dr. Fox’s testimony because Dr. Malek underlined the distinctions between the asserted Belanger-Halevy prior art combination and limitation [1C]. Dec. 28–31. In short, any confusion applying the prior art Belanger-Halevy references to the claim limitation is rooted in the Petition. The Board denied the Petition because the Petition did not demonstrate a reasonable likelihood of showing that Belanger-Halevy discloses or teaches limitation [1C] of the ’378 patent.” slip op. at 5

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner

      “Finally, with regard to the Reply and Sur-Reply submitted by the parties (Req. 9), we note that our Decision on Institution reviewed the parties’ discussion of claim construction, but ultimately determined that “[b]ased on our review of the preliminary record, we do not need to construe any terms expressly to reach our decision.” Dec. 11. Thus, we disagree with Petitioner that we misconstrued the mapping limitation where we did not find it necessary to construe any claim term for the purposes of our institution decision because we determined the Petition deficient for failing to meet our threshold requirements as discussed above and in detail in the Decision on Institution. See Req. 1–11.” slip op. at 7

    Claim construction
    Patents in suitUS 9,633,378
  • PTAB · May 28, 2025 · IPR2025-00212 · APJ Jon M Jurgovan · IPR · Institution

    Institution of inter partes review of claims 1–11 was denied under § 314(a) because the Fintiv factors, viewed holistically, favored discretionary denial.

    RulingsInstitution decision
    • PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied

      “7. Weighing the Fintiv Factors We take “a holistic view of whether efficiency and integrity of the system are best served by denying or instituting review” when evaluating the Fintiv factors. Fintiv at 6. The trial date (December 2025) for the parallel proceeding is considerably earlier than the projected statutory deadline (June 2026) for issuing a final written decision in this proceeding. Accordingly, Fintiv factor 2 weighs for discretionary denial. Under Fintiv factor 4, there is significant overlap between the invalidity challenges asserted in the two proceedings. Petitioner has proffered no stipulation to ameliorate concerns of duplicative efforts and conflicting decisions. Accordingly, this factor weighs for discretionary denial. Petitioner and the defendant in the parallel proceeding are the same, so Fintiv factor 5 weighs for discretionary denial.” slip op. at 15

    Discretionary denial
    Patents in suitUS 8,891,298
  • PTAB · May 9, 2025 · IPR2025-00069 · APJ Garth D Baer · IPR · Institution

    The Board denied institution because the petition did not show that the prior art teaches creating a fingerprint at the virtual machine monitor, as claims 1–18 and 21–23 require.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “Under 35 U.S.C. § 314, an inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Upon consideration of the Petition in view of the present record and for the reasons explained below, we determine that Petitioner has not shown a reasonable likelihood of prevailing with respect to at least one of the challenged claims. Accordingly, we do not institute an inter partes review on the grounds set forth in the Petition. See 37 C.F.R. § 42.108(a).” slip op. at 2

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner

      “We disagree with Petitioner’s arguments. Claim 1 recites “a decoy computer system [that] comprises . . . a virtual machine monitor,” and “at the virtual machine monitor: . . . creating, from the stored activities, a fingerprint.” Ex. 1001, 19:4–22. Thus, the claim’s plain language requires creating a fingerprint at the virtual machine monitor, not just at the decoy system, as Petitioner asserts. When, as here, a claim term has “ordinary, simple English words whose meaning is clear and unquestionable,” we may not redraft those words to mean something different. Chef America, Inc. v. Lamb-Weston, Inc., 358 F.3d 1371, 1373–75 (Fed. Cir. 2004). Petitioner offers no explanation how one skilled in the art might read “at the virtual machine monitor” to mean at the decoy system, rather than at the virtual machine monitor. Although the claim’s plain language is decisive, we also disagree with Petitioner’s assertion that the ’697 patent’s specification describes only fingerprint creation outside the virtual machine monitor because, as Patent Owner explains, the specification describes fingerprint generation inside and outside the virtual machine monitor. See Sur-reply 1– 2; see id. at 2 (citing Ex. 1001, 6:65–7:2, 10:13–22). Claim 1’s plain language, however, only covers the latter. Last, Petitioner’s characterization of Patent Owner’s infringement allegations in the related district-court proceedings, even if correct, do not undermine the claim’s plain language.” slip op. at 9

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “Petitioner does not contest that Capalik’s fingerprint generation occurs outside the components that Petitioner identifies as the claimed virtual machine monitor. Reply 1–3; see Pet. 18–23 (mapping Capalik’s hypervisor kernel 516 to the claimed virtual machine monitor); id. at 30–31 (mapping Capalik’s processing module 508 and signature generation engine 530 to the claimed fingerprint creation); see also Prelim. Resp. 21–23 (explaining Petitioner’s mapping). Instead, Petitioner asserts that the at-issue claim language—“at the virtual machine monitor”—does not require “that each of the subsequently recited steps must be performed by or in the [virtual machine monitor],” but instead only requires “that the fingerprint is generated by the same decoy system that contains the [virtual machine monitor].” Reply 2. Petitioner argues that the intrinsic record supports its position because “[n]owhere in the ’697 Patent is there any teaching or suggestion that a [virtual machine monitor] creates a fingerprint/signature indicative of attack activity,” and instead, “[t]he ’697 Patent teaches that its signature generation engine is separate from the [virtual machine monitor].” Reply 2 (citing Ex. 1001, 8:12–19). In addition, Petitioner asserts that requiring fingerprint creation at the virtual machine monitor “directly” slip op. at 8

    • Adverse judgmentOther

      “D. Statutory Disclaimer and Remaining Challenged Claims The Petition challenges claims 1–23. Pet. 10. However, because Patent Owner disclaimed claims 19 and 20 (Ex. 2010), the remaining challenged claims are 1–18 and 21–23. See 37 C.F.R. § 42.107(e) (2020) (“No inter partes review will be instituted based on disclaimed claims.”). Of the remaining challenged claims, only claim 1 is independent. Claim 1 is reproduced below:” slip op. at 4

    Claim construction§ 103 obviousness
    Patents in suitUS 9,106,697
  • PTAB · May 6, 2025 · IPR2025-00067 · APJ Garth D Baer · IPR · Institution

    The Board denied institution for claims 1–23 because the cited art did not teach or suggest creating the claimed fingerprint at the virtual machine monitor.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsDenied

      “Given the deficiencies outlined above, Petitioner has not shown that the prior art teaches or suggests creating a fingerprint at the virtual machine monitor as the challenged claims require. Thus, Petitioner has not shown a reasonable likelihood of prevailing with respect to at least one of the challenged claims. III. CONCLUSION After considering the evidence and arguments presented in the current record, we determine that Petitioner has not demonstrated a reasonable likelihood of success in proving that at least one of the challenged claims of the ’697 patent is unpatentable. We therefore do not institute trial on any challenged claims or grounds raised in the Petition.” slip op. at 10

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner

      “We disagree with Petitioner’s arguments. Claim 1 recites “a decoy computer system [that] comprises . . . a virtual machine monitor,” and “at the virtual machine monitor: . . . creating, from the stored activities, a fingerprint.” Ex. 1001, 19:4–22. Thus, the claim’s plain language requires creating a fingerprint at the virtual machine monitor, not just at the decoy system, as Petitioner asserts. When, as here, a claim term has “ordinary, simple English words whose meaning is clear and unquestionable,” we may not redraft those words to mean something different. Chef America, Inc. v. Lamb-Weston, Inc., 358 F.3d 1371, 1373–75 (Fed. Cir. 2004). Petitioner offers no explanation how one skilled in the art might read “at the virtual machine monitor” to mean at the decoy system, rather than at the virtual machine monitor. Although the claim’s plain language is decisive, we also disagree with Petitioner’s assertion that the ’697 patent’s specification because, as Patent Owner explains, the specification describes fingerprint generation inside and outside the virtual machine monitor. Sur-reply 1–2; see id. at 2 (citing Ex. 1001, 6:65–7:2, 10:13–22). Claim 1’s plain language, however, only covers the latter. Sur-reply 1–2; see id. at 2 (citing Ex. 1001, 6:65–7:2, 10:13–22). Last, Petitioner’s characterization of Patent Owner’s infringement allegations in the related district-court proceedings, even if correct, do not undermine the claim’s plain language.” slip op. at 9

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “Given the deficiencies outlined above, Petitioner has not shown that the prior art teaches or suggests creating a fingerprint at the virtual machine monitor as the challenged claims require. Thus, Petitioner has not shown a reasonable likelihood of prevailing with respect to at least one of the challenged claims.” slip op. at 10

    Claim construction§ 103 obviousness
    Patents in suitUS 9,106,697
  • PTAB · Apr 28, 2025 · PGR2024-00048 · APJ Stacey G White · PGR · Institution

    The Board denied institution because Petitioner did not show it was more likely than not that claims 1–6 were unpatentable.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “review under 35 U.S.C. § 324 and 37 C.F.R. § 42.4(a). We may not institute a post-grant review unless “the information presented in the petition . . . , if such information is not rebutted, would demonstrate that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” 35 U.S.C. § 324(a) (2024). Upon considering the evidence and arguments presented, we determine, as discussed below, that Petitioner has not demonstrated that it is more likely than not that at least 1 of the claims challenged in the Petition is unpatentable. Therefore, we deny1 Petitioner’s request to institute post-grant review of claims 1–6.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Patent Owner’s declarant, Dr. Khatri, proposes a definition of the person of ordinary skill in the art. Ex. 2001 ¶ 24. Dr. Khatri, however, notes that his opinions would be the same under either his proposal or Petitioner’s proposal. Id. ¶¶ 25–26. Patent Owner states that, for purposes of the Preliminary Response, it “adopts Petitioner’s definition of a person of ordinary skill in the art.” Prelim. Resp. 13 (citing Pet. 22–23; Ex. 2001 ¶¶ 22–26). We determine that the current record supports Petitioner’s description of an ordinarily skilled artisan. For purposes of this Decision, therefore, we adopt Petitioner’s description of an ordinarily skilled artisan. We also note that the applied prior art reflects the appropriate level of skill at the time of the claimed invention. See Okajima, 261 F.3d at 1355.” slip op. at 12

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “Petitioner proposes constructions for the claim terms “MLC memory modules” and “SLC memory module.” Pet. 23–28. Patent Owner disagrees with Petitioner’s constructions, but does not contest them because it argues that construction of these terms is not necessary to resolve the parties’ disputes. Prelim. Resp. 14. Based on the record presented, we determine that no claim term requires an explicit construction to decide whether Petitioner satisfies the “more likely than not” standard for instituting a post- grant review. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017).” slip op. at 13

    • Disclosure Requirements (§112) › Written description (Ariad)Written description adequateNot shown unpatentable

      “using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same.” The Federal Circuit has held that “[t]he written description requirement is met when the disclosure relied on for support ‘reasonably conveys to those skilled in the art that the inventor had possession of the claimed subject matter as of the filing date.’” RAI Strategic Holdings, Inc. v. Philip Morris Prods. S.A., 92 F.4th 1085, 1088 (Fed. Cir. 2024) (quoting Ariad Pharms., Inc. v. Eli Lilly & Co., 598 F.3d 1336, 1351 (Fed. Cir. 2010) (en banc) (citation omitted)). The written description inquiry is a question of fact, is context specific, and must be determined on a case-by-case basis. Ariad, 598 F.3d at 1351 (citing Ralston Purina Co. v. Far-Mar-Co, Inc., 772 F.2d 1570, 1575 (Fed. Cir. 1985); Capon v. Eshhar, 418 F.3d 1349, 1357–58 (Fed. Cir. 2005)). “[T]he level of detail required to satisfy the written description requirement varies depending on the nature and scope of the claims and on the complexity and predictability of the relevant technology.” Id. (citing Capon, 418 F.3d at 1357–58). Factors used to evaluate the sufficiency of a disclosure include: 1) “the existing knowledge in the particular field”; 2) “the extent and content of the prior art”; 3) “the maturity of the science or technology”; and 4) “the predictability of the aspect at issue.” Id. (citing Capon, 418 F.3d at 1359). As support for the term “memory space,” the ’612 patent explains that because “the SLC NAND flash is used to boost the lifetime (endurance) of the storage system, it can be considerably lesser in amount than the MLC NAND flash.” Ex. 1001, 5:20–23; see Ex. 2001 ¶ 51. As an example, the ’612 specification states that “a system may set SLC NAND flash equal to 12.5% or 25% of MLC NAND flash (total non-volatile memory storage space=MLC+SLC).” Ex. 1001, 5:23–25; see Ex. 2001 ¶¶ 51, 62. In addition, we find persuasive Dr. Khatri’s testimony that one of ordinary skill in the art would have understood that “there are two spaces—MLC and SLC—where data is stored, and the total memory space is the combination of the two.” Ex. 2001 ¶ 51. Further, the ’612 patent’s Figure 1 depicts “memory space,” e.g., dynamic random-access memory (DRAM) 20, one or more disks 24, MLC NAND flash memory module 26, and SLC NAND flash memory module 28. Ex. 1001, 5:37–45, Fig. 1; see Ex. 2001 ¶ 64. The ’612 patent’s Figure 4 also depicts “memory space,” e.g., NAND flash memory bank 56 comprising “a plurality of MLC NAND flash memory modules 60a and a plurality of SLC NAND flash memory modules 62a” and NAND flash memory bank 58 comprising “a plurality of MLC NAND flash memory modules 60b and a plurality of SLC NAND flash memory modules 62b.” Ex. 1001, 7:8–14, Fig. 4; see Ex. 2001 ¶ 64. On the record before us, we find the above noted disclosures to be sufficient to support the disputed claim language. For these reasons, the ’612 patent’s disclosure “reasonably conveys to those skilled in the art that the inventor had possession of the claimed subject matter as of the filing date.” See Ariad, 598 F.3d at 1351.” slip op. at 15

    Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham · Nautilus
    Patents in suitUS 11,854,612
  • PTAB · Apr 24, 2025 · IPR2024-01271 · APJ Frances L Ippolito · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–21 were unpatentable over either asserted obviousness ground.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “Under 35 U.S.C. § 314(a), an inter partes review may not be instituted unless the information presented in the Petition and any response thereto shows “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Considering the arguments presented and the evidence of record, we conclude that there is not a reasonable likelihood that Petitioner would prevail in challenging at least one of claims 1–21 of the ’342 patent as unpatentable under the grounds presented in the Petition. Pursuant to § 314, we hereby do not institute an inter partes review as to these claims of the ’342 patent.” slip op. at 2

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “(3) Discussion We observe first that “[Halevy’s] first step in processing a web source is to locate the forms in the source and to extract the text corresponding to the fields in the form.” Ex. 1006 ¶ 53. According to Halevy, the “web source is subsequently classified into the ontology classes.” Id. ¶ 55. Then, the “forms on the page are classified into the classes in the ontology.” Id. ¶ 57 (emphasis added). Halevy explains that this classification is used to predict what kinds of objects are in the databases queried by the form. Id. For “Schema Matching,” Halevy discloses “a mapping between the fields in the form and the SO-properties of the SO-classes[.]” Id. ¶¶ 61–62. Missing, however, from Halevy’s disclosure is any teaching or suggestion that fields are mapped “to one another using normalized variables stored in a normalized variable data database” as required by claim 1.” slip op. at 21

    • Skill levelSkill level petitioner adoptedOther

      “Petitioner contends that a POSITA “would have had a bachelor’s degree in computer science or a related field, and at least two years of experience with web programming and search engine systems[; m]ore education could substitute for experience, and vice versa.” Pet. 8 (citing Ex. 1003 ¶ 32). Patent Owner does not contest Petitioner’s proposal. Prelim. Resp. 9 (citing Ex. 2001 ¶¶ 35–36) (“Patent Owner and its expert apply this definition.”). For purposes of this Decision, we adopt Petitioner’s proposal as reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 10

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “Neither Petitioner nor Patent Owner present claim construction in the Petition or Preliminary Response. Pet. 9; see generally Prelim. Resp. Nonetheless, Petitioner contends that Patent Owner’s construction of “universal variable map” is too narrow, but does not appear to offer an alternative construction other than to state that a “universal variable map” includes “a database that links variables from different websites to each other.” See Reply 1-2 (emphasis omitted) (“PO’s arguments for why Halevy’s ‘form database’ is not a universal variable map are all premised on improperly narrowing the term’s scope by adding restrictions that are unsupported by the intrinsic record.”). In the Sur-Reply, Patent Owner reiterates that it has not proposed a construction for “universal variable map.” Sur-Reply 1 (“Patent Owner did not present any claim construction arguments regarding that term, nor does that term’s construction have any bearing on the arguments set forth in the POPR for denying the Petition.”). Based on our review of the preliminary record, we do not need to construe any terms expressly to reach our decision. See Realtime Data LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 11

    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,262,342
  • PTAB · Apr 24, 2025 · IPR2024-01272 · APJ Brian P Murphy · IPR · Institution

    The Board denied institution because Google did not show a reasonable likelihood that claims 1–20 were unpatentable under any asserted obviousness ground.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc (quoting Magnum Oil)). A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). slip op. at 14

    • Skill levelSkill level board ownOther

      “In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. For purposes of this Decision, we adopt the level of ordinary skill in the art described in the Petition and applied in the Preliminary Response, which is consistent with the description in the ’626 patent and the prior art of record.” slip op. at 11

    • Expert testimonyPatent owner expert creditedDecided for patent owner

      “While [Dr. Fox] asserts that Oldham’s external engine is the required “networked data source,” he does not identify any teaching in Oldham that there are any “field identifiers” in Oldham’s external engine. Dr. Fox then goes on to argue that “POSAs would have recognized that the SO-properties mapped to the keywords are determined ‘field identifiers of the networked data source stored in the universal variable data database’ based on the dynamic data because the SO-properties for each class are defined by the form engine and mapped to corresponding fields from various forms stored in the form database.” EX1003, ¶ 102. First, Halevy’s SO-properties obviously cannot be “field identifiers” of Oldham’s external engine, because Halevy’s SO-properties do not come from Oldham’s external engine. Rather, they are generated in Halevy’s system as part of the “database schema” of Halevy’s form database. See EX1006, [0038] (“In one embodiment of the present invention, the database describes web sources in terms of an ontology of classes and properties, which is referred to as the ‘search ontology’ (SO).”). In addition, Halevy’s SO-properties are not “field identifiers” at all. Rather, the SO-properties are simply search filters that assist Halevy’s search engine in determining a form’s degree of relevancy to the user’s keyword search query. See EX1006, [0137] (“[T]he system performs a lookup based on the structured query in the form database to identify forms of interest (step 608) and ranks these forms (step 610).”). Also I note that Dr. Fox argues elsewhere in his declaration that SO-properties are “normalized variables,” which even he recognizes are different from “field identifiers.” See, e.g., EX1003, ¶ 101 (“Halevy’s form engine determines field identifiers . . . by mapping keywords in the query to SO-properties (i.e., normalized variables) . . . .”). As described in the ’734 patent, “normalized variables” are used to create associations between field identifiers of different forms, but they are not themselves “field identifiers.” See EX1001, 15:65-16:3 (“In this way, once a site’s category is defined, the variable mapping exercise can be simplified to match which variables or identifiers match up with which normalized variable . . . .”). Thus, Dr. Fox fails to show any teaching or suggestion in the combination of Oldham and Halevy of the claim limitation “determining . . . field identifiers of the networked data source stored in the universal variable data database.” Ex. 2001 ¶¶ 59, 61–64 (underlining added). We adopt Dr. Malek’s testimony and reasoning above as our own.” slip op. at 25

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentable

      “b. Halevy’s schema-mapping search engine Although Halevy’s schema-mapping system uses a common set of SO-properties for the form fields in each SO-class, there is no disclosure, teaching, or suggestion in Halevy to use schema-mapping for “mapping,” linking, or integrating the field identifiers (parameter names) of different forms on different websites to one another to generate deep-links. We find the Petition’s reasoning and the cited testimony of Dr. Fox on this crucial point to be conclusory. We also find the Preliminary Response to be persuasive, Dr. Malek’s testimony (Ex. 2001) to be credible, and the reasoning of both consistent with the disclosures in Halevy.” slip op. at 30

    § 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,152,734
  • PTAB · Apr 24, 2025 · IPR2024-01269 · APJ Brian P Murphy · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–10 were unpatentable over the four asserted obviousness grounds.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc) (quoting Magnum Oil). 8 The UVM Limitation is identified as [1.A] in the Petition and Preliminary Response. A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). slip op. at 13

    • Skill levelSkill level petitioner adoptedOther

      “In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. For purposes of this Decision, we adopt the level of ordinary skill in the art described in the Petition and applied in the Preliminary Response, which is consistent with the description in the ’626 patent and the prior art of record.” slip op. at 11

    • BurdenNot shown unpatentable

      “In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc) (quoting Magnum Oil). 8 The UVM Limitation is identified as [1.A] in the Petition and Preliminary Response. A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). We assess Petitioner’s evidence and argument according to the above- referenced obviousness standard. For the reasons given below, we determine Petitioner has not established that Belanger and Halevy disclose, teach, suggest or otherwise render obvious independent claim 1 of the ’626 patent. We begin with a discussion of Belanger and Halevy. slip op. at 13

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “Although Halevy’s schema-mapping technique maps each form field to a common set of SO-properties in each SO-class, there is no disclosure, teaching, or suggestion in Halevy to use schema-mapping to “link” or integrate form fields (parameter names) of different forms on different websites to each other to generate deep-links. We find the Petition’s reasoning and the cited testimony of Dr. Fox on this crucial point to be conclusory. We also find the Preliminary Response to be persuasive, Dr. Malek’s testimony (Ex. 2001) to be credible, and the reasoning of both consistent with the disclosures in Halevy.” slip op. at 22

    § 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,789,626
  • PTAB · Apr 24, 2025 · IPR2024-01270 · APJ Frances L Ippolito · IPR · Institution

    The Board denied institution on all grounds because Petitioner did not show a reasonable likelihood of proving any of claims 1–26 unpatentable.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “Under 35 U.S.C. § 314(a), an inter partes review may not be instituted unless the information presented in the Petition and any response thereto shows “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Considering the arguments presented and the evidence of record, we conclude that there is not a reasonable likelihood that Petitioner would prevail in challenging at least one of claims 1–26 of the ’378 patent as unpatentable under the grounds presented in the Petition. Pursuant to § 314, we hereby do not institute an inter partes review as to these claims of the ’378 patent.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Petitioner contends that a person of ordinary skill in the art (POSA or POSITA) at the time of the invention of the ’378 patent “would have had a bachelor’s degree in computer science or a related field, and at least two years of experience with web programming and search engine systems[; m]ore education could substitute for experience, and vice versa.” Pet. 17 (citing Ex. 1003 ¶ 32). Patent Owner does not contest Petitioner’s proposal. Prelim. Resp. 9 (citing Ex. 2001 ¶¶ 35–36) (“Patent Owner and its expert apply this definition.”). For purposes of this Decision, we adopt Petitioner’s proposal as reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 10

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “Based on our review of the preliminary record, we do not need to construe any terms expressly to reach our decision. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 11

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “(3) Discussion We observe first that “[Halevy’s] first step in processing a web source is to locate the forms in the source and to extract the text corresponding to the fields in the form.” Ex. 1006 ¶ 53. According to Halevy, the “web source is subsequently classified into the ontology classes.” Id. ¶ 55. Then, the “forms on the page are classified into the classes in the ontology.” Id. ¶ 57 (emphasis added). Halevy explains that this classification is used to predict what kinds of objects are in the databases queried by the form. Id. For “Schema Matching,” Halevy discloses “a mapping between the fields in the form and the SO-properties of the SO-classes[.]” Id. ¶¶ 61–62. Missing, however, from Halevy’s disclosure is any teaching or suggestion that a “plurality of computer-readable field identifiers” are mapped “to one another” as required by claim 1. Petitioner’s declarant, Dr. Fox, testifies that “[t]he ‘SO-classes’ are identified for each form and used to map the fields in the form (i.e., “the plurality of computer-readable field identifiers”) to one another using “SOproperties,” as shown . . . in annotated Figure 3.” Ex. 1003 ¶ 104 (citing Ex. 1006 ¶¶ 39–40, 45, 49, 62, 67). Yet, those cited portions of Halevy do not support Dr. Fox’s testimony. As Patent Owner’s declarant, Dr. Sam Malek, explains: the language highlighted by Petitioner in Figure 3 does not actually show that “[t]he ‘SO-classes’ are . . . used to map the fields in the form . . . to one another using ‘SO-properties,’” as he contends. Id. Rather, the language in Figure 3 that Dr. Fox has highlighted merely shows that, for any given form, there is “mapping between fields” of that form and “class properties.” EX1006, Fig. 3. In other words, fields in a form are mapped to class properties. Figure 3 does not show any mapping of fields to each other, as Dr. Fox argues.” slip op. at 22

    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 9,633,378
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