• Orca Security Ltd. v. Wiz, Inc.Institution denied
  PTAB · Dec 15, 2025 · IPR2025-01083 · APJ Nabeel U Khan · IPR · Institution

  The Board denied institution because Petitioner did not show a reasonable likelihood that Shivamoggi disclosed the required natural-language list of abnormal connections, including for the dependent-claim grounds.

  RulingsInstitution decision

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

    “information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’554 patent. We do not institute inter partes review as to the challenged claims of the ’554 patent.” slip op. at 2

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner argues that a person of ordinary skill in the art (POSITA) “would have had a bachelor’s degree in an academic area emphasizing computer science (i.e. computer science, computer information systems, computer engineering, etc.) or cybersecurity, with at least two years of experience in the field of cybersecurity.” Pet. 6 (citing Ex. 1003 ¶ 49). Petitioner further argues that “additional education or experience might substitute for these requirements.” Id. Patent Owner does not contest Petitioner’s proposed definition of a POSITA at this stage of the proceeding. See generally, Prelim. Resp. For purposes of this Decision, we adopt Petitioner’s proposed level of ordinary skill because it is consistent with the level of skill in the art at the time of the invention as reflected by the ’554 patent and the cited prior art.” slip op. at 7

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

    “Petitioner asserts that “no claim terms need to be construed to resolve any issues in controversy in the Petition.” Pet. 7 (citing Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011)). Patent Owner asserts that “[n]o constructions are necessary to deny institution because denial is warranted for numerous reasons that do not depend on claim construction, as further detailed below.” Prelim. Resp. 2. We determine that, at this stage of the proceeding, no explicit constructions are required to resolve the dispute between the parties.” slip op. at 8

  • BurdenNot shown unpatentable

    “Having reviewed the record presently before us, we agree with Patent Owner. Limitation 1[d] requires generating “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects.” The ʼ554 patent states that “[n]etwork insights are natural-language representations of aspects of the network graph.” 1 Ex. 1001, 10:15–17. Petitioner acknowledges that the recited “insights” are “natural-language representations.” Pet. 26 (citing Ex. 1001, 10:16–18). Dr. Easttom also agrees that insights are natural-language representations. Ex. 1003 ¶ 100 (testifying that “Shivamoggi’s insights are provided to the user as textual descriptions (i.e. natural-language representations).”). As an 1 The parties do not address whether the “wherein” clause of limitation 1[d] runs afoul of the printed matter doctrine. “[T]he petition must set forth . . . . [h]ow the challenged claim is to be construed.” 37 C.F.R. § 42.104. Even though “insights” are described in the ʼ554 patent as “natural-language representations of aspects of the network graph” (Ex. 1001, 10:15–17), Petitioner does not construe “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects,” as “printed matter” that may be disregarded because it is “not functionally related to the substrate.” See Praxair Distribution, Inc. v. Mallinckrodt Hosp. Prods. IP Ltd., 890 F.3d 1024, 1032 (Fed. Cir. 2018) (“‘Where the printed matter is not functionally related to the substrate, the printed matter will not distinguish the invention from the prior art in terms of patentability.’. . . For example, in In re Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004) there was no functional relationship between claimed instructions and a diagnostic kit, as the instructions ‘in no way depend[ed] on the kit, and the kit [did] not depend on the’ instructions.” (quoting Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004)). Because the parties have not addressed it, we decline to consider if the printed matter doctrine applies here. “virtual machine one to load balancer five, where port eighty is routed to port 1337 on virtual machine one, then from load balancer five to firewall two, where port eighty of firewall two is open, then from firewall two to subnet sixteen, where subnet sixteen has a network address of 10.0.1.0/24, then from subnet sixteen virtual network ten, where virtual network ten has a network address of 10.0.0.0/16, then from virtual network ten to virtual network eleven, via peering connection twelve, where peering connection twelve includes a routing rule to virtual network twelve, specifying virtual network twelve's network address, where virtual network twelve's network address is 172.31.0.0/16.” Ex. 1001, 10:31–45 (quotation marks in original). This example illustrates that an insight is provided in natural-language, or textual, format, consistent with the description of an insight in the ʼ554 patent and the testimony of Dr. Easttom. The limitation, which recites “the generated insights include at least a list of abnormal connections,” therefore requires generating a naturallanguage representation of a list of abnormal connections.” slip op. at 18

  Claim constructioncites Phillips · KSR · Graham
  Patents in suitUS 11,722,554
• Advanced Micro Devices, Inc. / Pensando Systems, Inc. v. Xtreamedge, Inc.Institution denied
  PTAB · Aug 29, 2025 · IPR2025-00479 · APJ Justin T Arbes · IPR · Institution

  The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–20 were obvious over Erskine, Scherzer, or Scherzer and Gillett.

  RulingsInstitution decision

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

    “III. CONCLUSION Based on the arguments and evidence presented by the parties, we conclude that Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to at least one claim of the ’634 patent challenged in the Petition. Therefore, we do not institute an inter partes review. IV. ORDER In consideration of the foregoing, it is hereby: ORDERED that the Petition is denied and no inter partes review is instituted.” slip op. at 25

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner argues that at the time of the ’634 patent (July 2018), a person of ordinary skill in the art would have had “a bachelor’s degree in electrical engineering, computer science, computer engineering, or a similar major with at least two years of experience in the field; or a master’s degree with specialization in the field,” where “[a] person with less education but more relevant practical experience may also meet this standard.” Pet. 7 (citing Ex. 1003 ¶¶ 12–13). Petitioner further argues that a person of ordinary skill in the art would have had knowledge of “[d]esigning and using systems that include endpoint devices (e.g., client devices) and servers for establishing network connections and data transfer,” “[r]ecognizing and applying the client-server architecture,” and “[u]sing and applying concepts from known telecommunication and networking frameworks, protocols and standards, including TCP/IP, IEEE 802.11, VoIP, cellular systems and other known frameworks and standards.” Id. (citing Ex. 1003 ¶ 14). Patent Owner does not address the level of ordinary skill in the art in its Preliminary Response. Based on the record presented, including our review of the ’634 patent and the types of problems and solutions described in the ’634 patent and cited prior art, we agree with Petitioner’s definition and apply it for purposes of this Decision. See, e.g., Ex. 1001, col. 1, ll. 4–29 (describing in the “Background” section of the ’634 patent a “network connection between two endpoints” and known methods of reaching “full effective bandwidth capacity” in a network).” slip op. at 8

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

    “C. Claim Interpretation We interpret each challenged claim using the same claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. 282(b), including construing the claim in accordance with the ordinary and customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent. 37 C.F.R. § 42.100(b). Petitioner notes that it proposed a construction for the claim term “geographical area” in the district court case, but states that it “do[es] not believe proposing a construction for the term is necessary in this proceeding because the relied upon teachings of the prior art references are consistent with examples of ‘geographical area’ included in the ’634 patent [S]pecification.” Pet. 8. Patent Owner argues that “[t]he Board need not engage in express claim construction at this stage of the proceeding.” Prelim. Resp. 5. We conclude that no express interpretation of any claim term is necessary to determine whether to institute an inter partes review in this proceeding. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“Because we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy,’ we need not construe [a particular claim limitation] where the construction is not ‘material to the . . . dispute.’” (citation omitted) (emphasis added)).” slip op. at 9

  • BurdenNot shown unpatentable

    “Petitioner has not shown sufficiently that Erskine teaches or suggests the second requirement of limitation [1c], i.e., “initiating the next network connection . . . with a transmission bandwidth based on the parameter values for the past network connection.” Petitioner’s theory is that (1) the QoS parameters in Erskine are for a “past” connection from one zone to another, (2) the sliding maximum interzone bandwidth is “based on” the QoS parameters, and (3) a new call only proceeds if the transmission bandwidth needed for the call added to the current bandwidth being used over the interzone link is less than the sliding maximum interzone bandwidth, so Erskine therefore teaches a call with a transmission bandwidth determined “based on” the sliding maximum interzone bandwidth (which in turn is determined “based on” the QoS parameters). See Pet. 27–28; Ex. 1003 ¶¶ 59–60 (similar testimony from Dr. Crovella). As Patent Owner points out, however, Erskine only makes “a binary, accept/reject decision as to whether to allow a new call to proceed based on a comparison between the bandwidth needed for the call and a predetermined ‘sliding maximum interzone bandwidth value.’” See Prelim. Resp. 6–7. Specifically, the additional bandwidth that would be needed for the call is added to the current bandwidth being used on the interzone link; if the sum of those values is less than the sliding maximum interzone bandwidth for the link, the call “proceeds”; otherwise, it is “blocked.” Ex. 1004, col. 4, ll. 36–40, col. 6, l. 55–col. 7, l. 10, col. 8, ll. 36–43, col. 9, ll. 9–26, col. 10, ll. 23–25 (the sum is compared to the sliding maximum interzone bandwidth “to determine whether enough bandwidth is available to proceed with the new call”), Fig. 3 (steps 308, 310, and 312). Erskine repeatedly refers to the bandwidth for the new call as the amount of bandwidth that is “necessary” or “required” to handle the call. See, e.g., id. at col. 1, ll. 43–57 (“an amount of bandwidth necessary to handle the new call”), col. 6, ll. 61–64 (“the additional bandwidth required (of the new call)”), col. 8, ll. 36–40 (“the bandwidth necessary for the new call”), col. 9, ll. 16–21 (“the anticipated additional bandwidth necessary for the new call”), 54–56 (“the bandwidth amount the new call will utilize (if connected)”), col. 10, ll. 21–23 (same), 41–43 (same), col. 12, ll. 1–2 (“an amount of bandwidth necessary to handle the new call”). It is that value—determined prior to the addition and comparison to the sliding maximum interzone bandwidth—that will be used for the new call if it is allowed to “proceed[].” Id. at col. 6, ll. 64–67 (if the sum is less than the sliding maximum interzone bandwidth, the call “proceeds” and “the QoS table is updated with the additional bandwidth used by that call”). Erskine does not describe the transmission bandwidth for the new call as being based on any parameter values for a past network connection, but rather as “whatever bandwidth the system determined is necessary for the additional call.” See Prelim. Resp. 8–9. In other words, the transmission bandwidth needed for a new call is predetermined and independent of whatever the sliding maximum interzone bandwidth is currently. See id.” slip op. at 15

  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 10,944,634
• Apple Inc. v. DH International Ltd.Institution denied
  PTAB · Jun 25, 2025 · IPR2025-00173 · APJ Brian P Murphy · IPR · Institution

  Institution was denied for claims 1–13 because the petition did not show a reasonable likelihood that any challenged claim was unpatentable over the asserted obviousness grounds.

  RulingsInstitution decision

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

    “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.” Under § 314, the Board may not institute review on fewer than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 584 U.S. 357, 371 (2018). If the Board institutes a review, it will institute “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Upon consideration of the Petition, the Preliminary Response, and the evidence of record, for the reasons set forth below, we conclude the Petition does not demonstrate a reasonable likelihood that Petitioner would prevail in showing the unpatentability of at least one challenged claim in the ’333 patent. Accordingly, we do not institute an inter partes review of claims 1–13 of the ’333 patent.” slip op. at 2

  • Skill levelSkill level board ownOther

    “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. We adopt the parties’ agreed level of ordinary skill in the art, which is consistent with the description in the ’333 patent and the prior art of record.” slip op. at 10

  • BurdenNot shown unpatentable

    “element” (limitation [1(e)]) onto a McGregor “device” placed in an RF field generated by Palmer’s reader/writer device. Pet. 28–31 (citing Ex. 1003 ¶¶ 95–105), 41–42 (citing Ex. 1003 ¶¶ 125–127). The Petition is unclear as to which McGregor device is being referenced, e.g., the smart card of Figure 2, the wallet embodiment of Figure 4, or some combination of embodiments disclosed in McGregor and Palmer. Id. Regardless, the proposed modification of McGregor in view of Palmer, as we understand it, is based on conclusory reasoning and appears to be motivated by hindsight rather than the teachings of the applied references. Prelim. Resp. 38–40 (citing Ex. 2001 ¶¶ 97–102). 7 Ground 2 challenges independent claim 11 for asserted obviousness over McGregor, Palmer, and Tuttle. The Petition’s reliance on Tuttle for its teaching of distinct data transmitter, data receiver, and cue receiver ports does not alter our analysis for claim 11. Pet. 55–62. POSITA would have understood that a series of instructions would be programmed into McGregor’s microprocessor to function as a switching element (pursuant to Palmer’s teachings), and as described.in the ’333 Patent. See Claim [1(b)]; see ’333 Patent, 6:9-14. Accordingly, McGregor’s microprocessor is a switching element (1) that is placed into an activated state after receiving a handshake signal (an activation cue) that establishes a communication during the handshake process and (2) that remains in an inactivated state if no reader/writer device is detected (no activation cue). Ex. 1003 ¶ 127 (emphases added). Dr. Buehrer’s citation to the ’333 patent, without explaining his mapping of limitation [1(e)] onto McGregor-Palmer beyond a general reference to 10-plus pages of limitation [1(b)] “control device” analysis, suggests hindsight reasoning. Id; see also Pet. 42 (generally referring to limitation [1(b)]). The Petition’s analysis, moreover, does not address why or how McGregor’s microprocessor would “accordingly” act as a data conveyance switching element or why a POSITA would want to program McGregor’s microprocessor to execute such a switching function in view of Palmer. We find the Petition and Dr. Buehrer’s testimony lacking in articulated reasoning supported by rational underpinnings sufficient to support the conclusion that limitation [1(e)] reads on the proposed McGregor-Palmer combination. See KSR, 550 U.S. at 418 (“there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”).” slip op. at 16

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable

    “element” (limitation [1(e)]) onto a McGregor “device” placed in an RF field generated by Palmer’s reader/writer device. Pet. 28–31 (citing Ex. 1003 ¶¶ 95–105), 41–42 (citing Ex. 1003 ¶¶ 125–127). The Petition is unclear as to which McGregor device is being referenced, e.g., the smart card of Figure 2, the wallet embodiment of Figure 4, or some combination of embodiments disclosed in McGregor and Palmer. Id. Regardless, the proposed modification of McGregor in view of Palmer, as we understand it, is based on conclusory reasoning and appears to be motivated by hindsight rather than the teachings of the applied references. Prelim. Resp. 38–40 (citing Ex. 2001 ¶¶ 97–102). 7 Ground 2 challenges independent claim 11 for asserted obviousness over McGregor, Palmer, and Tuttle. The Petition’s reliance on Tuttle for its teaching of distinct data transmitter, data receiver, and cue receiver ports does not alter our analysis for claim 11. Pet. 55–62. POSITA would have understood that a series of instructions would be programmed into McGregor’s microprocessor to function as a switching element (pursuant to Palmer’s teachings), and as described.in the ’333 Patent. See Claim [1(b)]; see ’333 Patent, 6:9-14. Accordingly, McGregor’s microprocessor is a switching element (1) that is placed into an activated state after receiving a handshake signal (an activation cue) that establishes a communication during the handshake process and (2) that remains in an inactivated state if no reader/writer device is detected (no activation cue). Ex. 1003 ¶ 127 (emphases added). Dr. Buehrer’s citation to the ’333 patent, without explaining his mapping of limitation [1(e)] onto McGregor-Palmer beyond a general reference to 10-plus pages of limitation [1(b)] “control device” analysis, suggests hindsight reasoning. Id; see also Pet. 42 (generally referring to limitation [1(b)]). The Petition’s analysis, moreover, does not address why or how McGregor’s microprocessor would “accordingly” act as a data conveyance switching element or why a POSITA would want to program McGregor’s microprocessor to execute such a switching function in view of Palmer. We find the Petition and Dr. Buehrer’s testimony lacking in articulated reasoning supported by rational underpinnings sufficient to support the conclusion that limitation [1(e)] reads on the proposed McGregor-Palmer combination. See KSR, 550 U.S. at 418 (“there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”). The Petition does assert an obviousness theory within the analysis of the “control device” limitation [1(b)]. Pet. 25–35 (citing Ex. 1003 ¶¶ 85– 109). The Petition asserts that a “POSITA would have been motivated to implement McGregor’s device pursuant to Palmer such that the security code would be automatically transmitted when the device detects the receive the security code.” Pet. 28; see also id. at 31 (“A POSITA would have been motivated to implement Palmer’s (1) RF field detection and handshake processes and (2) Palmer’s transceiver hardware in McGregor’s device.”) (citing Ex. 1003 ¶¶ 95–105). We find the Petition’s obviousness theory to be inherently inconsistent and non-specific with regard to the “data conveyance switching element” recited in limitation [1(e)].” slip op. at 16

  § 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 7,628,333
• Reed Semiconductor Corp. v. Monolithic Power Systems, Inc.Institution denied
  PTAB · Nov 26, 2024 · IPR2024-00871 · APJ Ken B Barrett · IPR · Institution

  The Board denied institution because Petitioner failed to show a reasonable likelihood of prevailing on any challenged claim; it also found institution inefficient based on Ground 1 alone.

  RulingsInstitution decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “We discern no material difference between the parties’ definitions. Petitioner’s definition is consistent with the level of ordinary skill reflected in the prior art references of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (recognizing that the prior art itself may reflect an appropriate level of skill in the art). For purposes of this decision, we apply Petitioner’s definition of the person of ordinary skill in the art. We note, however, that were we to adopt Patent Owner’s assessment, the outcome of this Decision would be the same.” slip op. at 12

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

    “On this record and for purposes of this decision, we determine that no claim terms require express construction. D. The Alleged Unpatentability of Claims 1, 11, and 12 as Anticipated by TI,” slip op. at 13

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

    “establishing the unpatentability of any of the challenged claims of the ’608 patent. IV. ORDER For the foregoing reasons, it is ORDERED that the Petition is denied and no trial is instituted.” slip op. at 39

  • PTAB / AIA Trials › Discretionary denialInstitution denied discretionary otherInstitution denied

    “Here, Petitioner advances five challenges with four directed to the same three independent claims. Pet. 3. We, for the reasons discussed below, determine that Petitioner has failed to show a reasonable likelihood of prevailing on Grounds 2 through 5. We further determine that, based on the particular facts of this proceeding, instituting a trial with respect to all grounds and all the challenged claims based on evidence and arguments directed only to Ground 1 would not be an efficient use of the Board’s time and resources. Cf. Chevron Oronite Co. LLC v. Infineum USA L.P., IPR2018-00923, Paper 9, 10–11 (PTAB Nov. 7, 2018) (informative); Deeper, UAB v. Vexilar, Inc., IPR2018-01310, Paper 7 (PTAB Jan. 24, 2019) (informative). Thus, even if Petitioner met the requisite burden for institution as to Ground 1, we would exercise our discretion and not institute an inter partes review. E. The Alleged Anticipation of Claims 1, 11, and 12 by Galinski (Ground 2)” slip op. at 24

  Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
  Patents in suitUS 9,590,608
• Duration Media LLC v. Rich Media Club LLCInstitution denied
  PTAB · Oct 17, 2024 · IPR2024-00937 · APJ Michael J Fitzpatrick · IPR · Institution

  The Board denied institution because the petition did not show a reasonable likelihood that claims 1–14 were obvious over the asserted grounds.

  RulingsInstitution decision

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

    “In sum, the Petition fails to demonstrate that the asserted prior art teaches, or renders obvious, the “causing a communication” limitation, let alone it being in response to the “determination” limitation. There is not a reasonable likelihood of Petitioner prevailing as to claim 1.” slip op. at 17

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownOther

    “page is in the visible area of the browser window.” Ex. 1001, 60:4–6. But nothing in the claim suggests that the determination is optional or that it need not ever occur. For example, the “in response to” limitation of claim 1 does not use the conjunction “if,” as was the case in Schulhauser. See 2016 WL 6277792, *3 (interpreting “triggering an alarm state if the electrocardiac signal data is not within the threshold electrocardiac criteria” such that “triggering an alarm state” only needs to be performed “if the electrocardiac signal data is not within the threshold electrocardiac criteria.”).7 In fact, the prior step (a) of claim 1 explicitly requires the determination, reciting: “(a) determining whether a predefined portion of the predefined area of the ad content display page is in the visible area of the browser window.” Ex. 1001, 60:1–3. As properly construed, the “in response to” language modifies the recited step of “causing a communication to be sent from the remote computing device to one or more dispatcher servers” such that the step must be “in response to a determination that the predefined portion of the predefined area of the ad content display page is in the visible area of the browser window.” Ex. 1001, 60:4–8. In other words, “causing a communication” is a required step of the method of claim 1.” slip op. at 8

  • Skill levelSkill level petitioner adoptedDecided for patent owner

    “Patent Owner argues that a person having ordinary skill in the art also would have had “experience in the internet advertising industry” and urges us to adopt the same formulation as we adopted in the final written decision in IPR2023-00953. Prelim. Resp. 4. We agree with Patent Owner that the person of ordinary skill in the art would have had such experience. Indeed, it is unclear how Petitioner’s proposal accounts for the types of problems encountered in the art or prior art solutions to those problems. See Daiichi Sankyo, 501 F.3d at 1256 (identifying these factors, among others, as “a guide to determining the level of ordinary skill in the art”). The difference between the parties’ proposals as to the person of ordinary skill in the art, however, is immaterial here. Thus, for purposes of deciding the Petition, we adopt Petitioner’s proposal.” slip op. at 10

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

    “when the content area is visible.” (citing Ex. 1018, 10:16–18)); see also Ex. 1018, 5:11–14 (“In operation S202, the system identifies whether the event occurs. When the event occurs, the system performs operation S203, otherwise, the system waits for the event to occur. In this instance, the event may include a user enter event or a scrolling event.”). Whether a scrolling event occurs, however, does not satisfy the specific language of the claim reciting “a determination that the predefined portion of the predefined area of the ad content display page is in the visible area of the browser window.” Nor does the Petition explain how it might.” slip op. at 15

  Claim construction§ 103 obviousnesscites Graham
  Patents in suitUS 11,741,482
• Databricks, Inc. v. R2 Solutions LLCInstitution denied
  PTAB · Jun 11, 2024 · IPR2024-00659 · APJ Brian P Murphy · IPR · Institution

  The Board denied institution because Petitioner did not show a reasonable likelihood that Pike, Pike with Chowdhuri, or Pike with Chowdhuri and MacLeod rendered claims 1–46 obvious.

  RulingsInstitution decision

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

    “We have jurisdiction under 35 U.S.C. § 314, which provides that 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.” Under § 314, the Board may not institute review on fewer than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 138 S. Ct. 1348, 1359– 60 (2018). If the Board institutes a review, it will institute “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Upon consideration of the Petition, the Preliminary Response, and the evidence of record, for the reasons set forth below, we conclude Petitioner does not demonstrate a reasonable likelihood that it would prevail in showing the unpatentability of at least one challenged claim of the ’610 patent. Accordingly, we do not institute an inter partes review of claims 1–46 of the ’610 patent.” slip op. at 2

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable

    “Petitioner relies on conclusory reasoning grounded in hindsight to assert a POSITA would have found it obvious to include file names to identify the data in each of Pike’s input files “because it would have allowed for locating that data group in Pike’s system and understanding the data in that file.” Id. at 18 (citing Ex. 1005 ¶ 93).13 Petitioner then makes the leap that, by understanding the data in an input file, a MapReduce programmer would have had reason “to identify input files and write ‘application-specific’ map and reduce functions on those files.” Id. at 18–19 (citing Ex. 1002, 10:1–7, 11:28–47, 14:12–27; Ex. 1005 ¶ 93). The difficulty with Petitioner’s position is that neither Pike nor other cited references disclose, teach, suggest, or otherwise provide motivation to write application-specific map and reduce functions that process each input file by identifiable schema or data type, i.e., by “data group” as recited in claim 1. Pike teaches application-specific programming “to process the input data one record at a time” or “to generate its output data in the form of key/value pairs,” nothing more. Ex. 1002, 7:31–36; see Pet. 29 (citing same); Prelim. Resp. 40–41, 50–51, 56 (citing same). Petitioner’s posited file names for Pike’s input files, moreover, could not serve as the claimed “data group” mechanism to identify the data in each input file by schema (or data type) for separate map and reduce processing. Each of Pike’s 13 Linn Declaration paragraph 93 is substantially identical to Petitioner’s argument and does not add any further insight or analysis on this point. data blocks can include data from more than one input file, a portion of one input file, or an entire input file. Ex. 1002, 6:55–7:6; see also Prelim. Resp. 47 (“Pike’s ‘data blocks’ (purported ‘partitions’) can be entire ‘input files,’ parts of ‘input files,’ or parts of multiple ‘input files’”). Therefore, a file name for one input file could not uniquely identify all of the data within a given data block, which could include data from different input files. Id. We agree with Patent Owner’s reasoning and argument on this point as well. In sum, Petitioner fails to show sufficiently that a POSITA would have had reason or motivation to use input file names in Pike as “data group” identifiers, as recited in claim 1 of the ’610 patent. See KSR, 550 U.S. at 418 (obviousness requires “some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”).” slip op. at 31

  • Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightNot shown unpatentable

    “We further agree with Patent Owner that Petitioner’s asserted motivation for tracking processed data “derived from a particular [input] file” to improve efficiency “by enabling a data set to be selectively reduced after it is mapped” (Pet. 35–36 (citing Ex. 1005 ¶ 119)), is speculative hindsight-based reasoning. Petitioner’s posited motivation is grounded in benefits residing in the ’610 patent, not in the prior art or knowledge of a POSITA. Prelim. Resp. 48. Petitioner’s evidence—Dr. Linn’s naked opinion that a POSITA “could” have used the identification of processed output file data as “derived from a particular file” to selectively reduce intermediate data (Ex. 1005 ¶ 119)—is unpersuasive for the reasons given above and legally insufficient. See Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (“[O]bviousness concerns whether a skilled artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.”).” slip op. at 35

  • PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsNot reached

    “reasonable likelihood of prevailing in its challenge to the patentability of any of claims 1–46 of the ’610 patent. Therefore, we deny institution of inter partes review of the challenged claims. We need not address Patent Owner’s argument for discretionary denial under 35 U.S.C. § 325(d) in view of our decision denying institution on the merits.” slip op. at 50

  Claim construction§ 103 obviousnessDiscretionary denialcites Phillips
  Patents in suitUS 8,190,610
• Cloudera, Inc. v. R2 Solutions LLCInstitution denied
  PTAB · Jun 11, 2024 · IPR2024-00303 · APJ Brian P Murphy · IPR · Institution

  The Board denied institution on the merits, finding that Pike and Pike with Chowdhuri, alone or with MacLeod, did not show a reasonable likelihood of rendering claims 1–46 unpatentable.

  RulingsInstitution decision

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

    “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.” Under § 314, the Board may not institute review on fewer than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 138 S. Ct. 1348, 1359– 60 (2018). If the Board institutes a review, it will institute “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Upon consideration of the Petition, the Preliminary Response, and the evidence of record, for the reasons set forth below, we conclude Petitioner does not demonstrate a reasonable likelihood that it would prevail in showing the unpatentability of at least one challenged claim of the ’610 patent. Accordingly, we do not institute an inter partes review of claims 1–46 of the ’610 patent.” slip op. at 2

  • Skill levelSkill level board ownOther

    “someone having “at least a bachelor’s degree in computer science or similar field, and approximately two years of industry or academic experience in a field related [to] performing data analytics and/or related data processing tasks.” Pet. 9 (citing Ex. 1005 ¶¶ 67–69; In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995)). Petitioner further asserts that work experience can substitute for formal education and additional formal education can substitute for work experience. Id. Patent Owner does not contest Petitioner’s definition for purposes of its Preliminary Response. Prelim. Resp. 14.” slip op. at 14

  • Prior constructionPrior construction adoptedDecided for petitioner

    “13–31; Ex. 1008, 10–19); Prelim. Resp. 10 n.1, 17 (citing Pet. 10; Ex. 1007, 24– 25); see also Paper 7, 2 (Updated Mandatory Notices).10 The parties each provided proposed constructions of “data group” and related arguments to the court. Id. The district court construed “data group” as “a group of data and a mechanism for identifying data from that group (e.g., a group identifier).” Ex. 1007, 23–25. Having reviewed the district court’s construction of “data group,” and given the parties’ application of that construction here, we apply the district court’s construction of “data group” for purposes of this Decision. See Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (claim terms “need only be construed ‘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 16

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

    “Petitioner’s argument explicitly and implicitly relies on the teachings of the ’610 patent, not Pike or some other MapReduce reference or teaching, for the proffered motivation that a “POSITA would have understood,” “recognized,” or “found it obvious to implement” Pike’s MapReduce system to include input file names as the “data group” identifiers in claim 1 of the ’610 patent. See Pet. 17–18. Petitioner relies on conclusory reasoning grounded in hindsight to assert a POSITA would have found it obvious to include file names to identify the data in each of Pike’s input files “because it would have allowed for locating that data group in Pike’s system and understanding the data in that file.” Id. at 18 (citing Ex. 1005 ¶ 93).14 Petitioner then makes the leap that, by understanding the data in an input file, a MapReduce programmer would have had reason “to identify input files and write ‘application-specific’ map and reduce functions on those files.” Id. (citing Ex. 1002, 10:1–7, 11:28–47, 14:12–27; Ex. 1005 ¶ 93). The difficulty with Petitioner’s position is that neither Pike nor other cited references disclose, teach, suggest, or otherwise provide motivation to write application-specific map and reduce functions that process each input file by identifiable schema or data type, i.e., by “data group” as recited in claim 1. Pike teaches application-specific programming “to process the input data one record at a time” or “to generate its output data in the form of key/value pairs,” nothing more. Ex. 1002, 7:31–36; see Pet. 27 (citing same); Prelim. Resp. 39–40, 49–50, 55 (citing same).” slip op. at 31

  Claim construction§ 103 obviousnessDiscretionary denialcites Phillips
  Patents in suitUS 8,190,610
• Dell Technologies Inc. / Dell Inc. v. Videolabs, Inc.Institution denied
  PTAB · Oct 4, 2022 · IPR2022-00629 · APJ Jeffrey S Smith · IPR · Institution

  The Board denied institution because Patent Owner established claim 1’s priority to JP665, antedating the references relied on in both obviousness grounds.

  RulingsInstitution decision

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

    “review. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2020). Institution of an inter partes review requires that “the information presented in the petition and . . . any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). The dispositive issue here is whether Patent Owner shows that the effective filing date of the ’878 patent extends to the filing date of its foreign application, thereby antedating two of Petitioner’s asserted prior art references. For the reasons set forth below, we determine that Petitioner does not show that there is a reasonable likelihood that Petitioner will prevail with respect to the sole challenged claim. Accordingly, we deny inter partes review of the ’878 patent.” slip op. at 2

  • Disclosure Requirements (§112) › Written description (Ariad)Entitled to earlier dateDecided for patent owner

    “. . . each application in the chain leading back to the earlier application must comply with the written description requirement of 35 U.S.C. §112.” Lockwood, 107 F.3d at 1571. To satisfy this written description requirement, a priority application must “reasonably convey[] to those skilled in the art that the inventor had possession of the claimed subject matter as of the filing date.” Ariad Pharm., 598 F.3d at 1351. “It is the specification itself that must demonstrate possession,” and “a description that merely renders the invention obvious does not satisfy the requirement.” Id. at 1352.” slip op. at 12

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Relying on its expert, Dr. Schonfeld, Petitioner contends as follows: A POSITA at the time would have had at least an undergraduate degree in Electrical Engineering, Computer Science, Computer Engineering, or a related field (or equivalent work experience in the that field), and two or more years of experience with audio, image, or video coding. Ex. 1003, ¶ 24. The relevant experience would include a working understanding of the then-existing audio and video coding standards, including ongoing work on emerging standards. Id. Pet. 15 (citing Ex. 1003 ¶ 24). Dr. Schonfeld adds that “a POSITA would have a working understanding of the then existing audio and video encoding standards (e.g., H.263), as well as ongoing work on emerging standards (e.g., H.26L/H.264).” 1003 ¶ 24. Dr. Richardson, Patent Owner’s expert, agrees with, and applies, Dr. Schonfeld’s proposed level of ordinary skill. Ex. 2001 ¶ 30 (citing Ex. 1003 ¶ 24). Based on a review of the preliminary record, for purposes of the Institution Decision, we adopt Petitioner’s proposed level of ordinary skill in the art, as agreed upon by Dr. Schonfeld and Dr. Richardson, because it is consistent with the evidence of record, including the asserted prior art and ’878 patent specification.” slip op. at 9

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

    “As Petitioner argues, it is not necessary to explicitly construe any claim terms. See Pet. 7. Any construction would have no effect in the analysis of the dispositive priority issue here. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (stating that “we need only construe 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 10

  Claim construction§ 112 disclosurecites Graham
  Patents in suitUS 8,139,878
• Netscout Systems, Inc. v. Longhorn HD LLCInstitution denied
  PTAB · Feb 10, 2022 · IPR2021-01258 · APJ Matthew S Meyers · IPR · Institution

  The Board denied institution on all grounds and claims, finding no reasonable likelihood for at least claims 1–11 and that trying all 12 claims would be inefficient.

  RulingsInstitution decision

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

    “The problem with Petitioner’s contention is that limitation 1[f] does not require an “anomaly detector” to detect anomalous correlations between input vectors, but instead, an “anomaly detector . . . to detect anomalous correlations between individual ones of said clusters.” Ex. 1001, 10:66– 11:3. In this regard, the’846 patent’s specification discloses [o]nce sufficient data has be stored in the database, multi-dimensional vectors can be constructed and reduced from the stored data. The reduced multi-dimensional vectors can be processed using one or more conventional multi-variate analysis methods and the output sets produced by the multi-variate analysis methods can be correlated against one another according to one or more selected metrics. Id. at 4:34–40; see also id. at 9:15–19 (“Once, the reduced vectors have been processed by the multiple clustering methodologies in block 270, one or more metrics can be selected in block 280 for purposes of establishing a correlation between the output sets of the processed reduced multi-dimensional vectors.”). In contrast, the portions of Rhodes relied upon by Petitioner to address the argued limitation disclose that Rhodes detects anomalous behavior based on a correlation between input vectors, i.e., a “‘comparison function’ to measure ‘how different two vectors are.’” Pet. 39 (citing Ex. 1004, 3); see also id. at 40 (citing Ex. 1004, 8 (“The most obvious measure of vector similarity is somehow aggregating the differences among their several coordinates.”).” slip op. at 17

  • Other 314aInstitution denied discretionary otherInstitution denied

    “Here, the Petition challenges 12 claims of the ’846 patent. Pet. 1. As discussed above, Petitioner fails to demonstrate a likelihood of prevailing with respect to its challenges to at least 11 of these claims. Were we to institute review, the resulting trial would nonetheless go forward on all 12 claim challenges. We find that instituting trial, therefore, would not be an efficient use of the Board’s time and resources. Consequently, we exercise our discretion to deny institution of the entire Petition under 35 U.S.C. § 314.10” slip op. at 24

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

    “For purposes of this Decision, we determine that no construction of any term is necessary to resolve the issues presented by the arguments and evidence of record to reach a decision on institution. See Nidec Motor Corp. 8 The Petition in this case was accorded a filing date of August 11, 2021. See Paper 3, 1. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (per curiam) (claim terms need to be construed “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 10

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Based on our review of the record at this stage, we find that Petitioner’s proposal is consistent with the level of skill reflected in the prior art references of record. See Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007) (listing the type of problems encountered in the art, prior art solutions to those problems, and the sophistication of the technology as factors that may be considered in determining the level of ordinary skill in the art). The prior art itself may be sufficient to demonstrate the level of skill in the art at the time of the invention. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown”) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)). Thus, for purposes of this decision, we adopt Petitioner’s proposed definition of the level of ordinary skill in the art.” slip op. at 9

  Claim constructionDiscretionary denialcites Phillips · KSR · Graham
  Patents in suitUS 7,260,846
• Corning Optical Communications LLC v. Dali Wireless, Inc.Institution denied
  PTAB · Sep 7, 2021 · IPR2021-00492 · APJ Sharon Fenick · IPR · Institution

  The Board denied institution because the petition did not show a reasonable likelihood that claims 1–21 were unpatentable over the asserted obviousness grounds.

  RulingsInstitution decision

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

    “onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring [inter partes] review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). This burden never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (citing Tech. Licensing Corp. v. Videotek, Inc., 545 F.3d 1316, 1326–27 (Fed. Cir. 2008)) (discussing the burden of proof in inter partes review). Furthermore, Petitioner must explain with particularity how the prior art would have rendered the challenged claims unpatentable. 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104 (“The petition must specify where each element of the claim is found in the prior art patents or printed publications relied upon.”).” slip op. at 8

  • Skill levelSkill level board ownDecided for petitioner

    “Patent Owner submits that prong (2) of Petitioner’s definition should be modified to specify that one of ordinary skill in the art “should also have a minimum of 3–4 years of industry experience in wireless communications networks and engineering including knowledge and experience with DAS,” citing testimony given by Mr. Proctor in the related district court action. Prelim. Resp. 11 (emphasis added) (citing Ex. 2011, 101:7–17). Reading the relevant portion of Mr. Proctor’s testimony in its entirety, Mr. Proctor testifies that one of ordinary skill in the art would “understand the [DAS] art” and agrees that a person of ordinary skill “would have some experience or knowledge with DAS” at least to the extent that they would be aware of DAS art. Ex. 2011, 100:15–102:8 (emphasis added). part of industry experience does not appear to be supported. Rather, we adopt Petitioner’s definition for one of ordinary skill in the art, with the addition of the requirement that the person of ordinary skill at the time of the invention would additionally possess some experience with or knowledge of DAS. This level of skill comports with the disclosures of the ’358 patent and the asserted prior art. We note that our analysis and determinations with respect to unpatentability would be the same if we had adopted Petitioner’s proposed definition or Patent Owner’s proposed definition.” slip op. at 9

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

    “No construction of any term is necessary for this decision. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 11

  • BurdenNot shown unpatentable

    “More generally, Petitioner does not address or explain the operation of or transmissions from any single antenna in Fujii, which describes the operation of multiple antennas per cell using ZFBF in which “antenna-common” transmissions are computed and sent from all antennas. See Ex. 1005, 2371 (Fig. 1). Thus, the Petition is deficient because it does not provide the necessary explanation. See 37 C.F.R. §§ 42.104(b)(4) (A petition must identify “[h]ow the construed claim is unpatentable under the statutory grounds identified [including by] “specify[ing] where each element of the claim is found in the prior art patents or printed publications relied upon”), 42.22(a)(2), 42.104(b)(5); Harmonic Inc., 815 F.3d at 1363 (“[P]etitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.”). Petitioner’s citation of the “average signal power” without discussing what it pertains to in Fujii and how it relates to the challenged claim does not sufficiently show how or whether Fujii teaches the signal strength differences relating to transmissions from a specific single antenna on which Petitioner relies in its unpatentability contentions regarding the wherein clauses of claim 1.” slip op. at 22

  Claim constructioncites Phillips · KSR · Graham
  Patents in suitUS 9,197,358

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.