Vidarshana Wijethilaka. BandaraDownload PDFPatent Trials and Appeals BoardDec 12, 201914940875 - (D) (P.T.A.B. Dec. 12, 2019) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 14/940,875 11/13/2015 Vidarshana Wijethilaka BANDARA 063170.A165 2615 106095 7590 12/12/2019 Baker Botts LLP/CA Technologies 2001 Ross Avenue SUITE 900 Dallas, TX 75201 EXAMINER MANOSKEY, JOSEPH D ART UNIT PAPER NUMBER 2113 NOTIFICATION DATE DELIVERY MODE 12/12/2019 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): PTOmail1@bakerbotts.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte VIDARSHANA WIJETHILAKA BANDARA ____________ Appeal 2018-007963 Application 14/940,875 Technology Center 2100 ____________ Before KALYAN K. DESHPANDE, CHARLES J. BOUDREAU, and SHARON FENICK, Administrative Patent Judges. FENICK, Administrative Patent Judge. DECISION ON APPEAL Introduction Pursuant to 35 U.S.C. § 134(a), Appellant1 appeals from the Examiner’s decision to reject claims 1–3 and 5–20, which are all of the pending claims. We have jurisdiction under 35 U.S.C. § 6(b)(1). We AFFIRM. 1 We use the word “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42. Appellant identifies CA, Inc. as the real party in interest. Appeal Br. 3. Appeal 2018-007963 Application 14/940,875 2 Invention Appellant’s invention relates to “pattern analytics for real-time detection and prediction of known significant pattern signatures” in computing systems. Spec. ¶ 1. The invention “provide[s] tools for accurately predicting catastrophic failures in real-time and alerting a system administrator with sufficient time to remediate the issue.” Id. ¶ 22. Exemplary Claim Claims 1, 10, and 19 are independent. Claim 1, reproduced below, is exemplary: 1. A method for predicting a significant pattern in real-time, comprising: identifying a first pattern in a plurality of real-time data; determining, using a processor, whether the first pattern has been marked as a known significant pattern by searching for the first pattern in a library of known significant patterns in a storage; in response to determining that the first pattern has been marked as a known significant pattern, determining whether the first pattern has a causal relationship with a second pattern, the second pattern also marked as a known significant pattern in the library; in response to determining that the first pattern has a causal relationship with the second pattern, determining a strength of the causal relationship between the first pattern and the second pattern; based on the strength of the causal relationship, predicting whether the second pattern will occur; and in response to predicting that the second pattern will occur: reading, from the library in the storage, a significance of the second pattern; based on the significance of the second pattern, determining an alert level; and Appeal 2018-007963 Application 14/940,875 3 alerting a system administrator in real-time that the second pattern will occur. Appeal Br. 18 (Claims Appendix). Rejection on Appeal The Examiner rejects claims 1–3 and 5–20 under 35 U.S.C. § 101 as being directed to non-statutory subject matter. Final Act. 2–3; Ans. 3–6. ANALYSIS An invention is patent-eligible if it claims a “new and useful process, machine, manufacture, or composition of matter, or [a] new and useful improvement thereof.” 35 U.S.C. § 101. However, the Supreme Court has long interpreted § 101 to “contain[] an important implicit exception: Laws of nature, natural phenomena, and abstract ideas are not patentable.” Alice Corp. v. CLS Bank Int'l, 573 U.S. 208, 216 (2014) (quoting Ass’n for Molecular Pathology v. Myriad Genetics, Inc., 569 U.S. 576, 589 (2013)). In Alice, the Supreme Court reiterated the two-step framework previously set forth in Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 75–77 (2012) “for distinguishing patents that claim laws of nature, natural phenomena, and abstract ideas from those that claim patent- eligible applications of those concepts.” Alice, 573 U.S. at 217. The first step in this analysis is to “determine whether the claims at issue are directed to one of those patent-ineligible concepts,” e.g., to an abstract idea. Id. Concepts determined to be abstract ideas include certain methods of organizing human activity, such as fundamental economic practices (id. at 219–20; Bilski v. Kappos, 561 U.S. 593, 611 (2010)); mathematical formulas (Parker v. Flook, 437 U.S. 584, 594–95 (1978)); and mental processes Appeal 2018-007963 Application 14/940,875 4 (Gottschalk v. Benson, 409 U.S. 63, 67 (1972)). If it is determined that the claims are directed to a patent-ineligible concept, the second step of the analysis requires consideration of the elements of the claims “individually and ‘as an ordered combination’” to determine whether there are additional elements that “‘transform the nature of the claim’ into a patent-eligible application.” Alice, 573 U.S. at 217 (quoting Mayo, 566 U.S. at 78, 79). In other words, the claims must contain an “inventive concept,” or some element or combination of elements “sufficient to ensure that the patent in practice amounts to significantly more than a patent upon the [abstract idea] itself.” Id. at 217–18 (quoting Mayo, 566 U.S. at 72–73). The PTO recently published revised guidance on the application of § 101. 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (Jan. 7, 2019) (“Revised Guidance”). Under that guidance, we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activity such as fundamental economic practices, or mental processes) (“Step 2A, Prong 1”); and (2) additional elements that integrate the judicial exception into a practical application (see MPEP §§ 2106.05(a)–(c), (e)–(h) (9th ed. Rev. 08.2017, Jan. 2018)) (“Step 2A, Prong 2”). Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application, do we then (“Step 2B”) look to whether the claim: (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, and conventional” in the field (see MPEP § 2106.05(d)); or Appeal 2018-007963 Application 14/940,875 5 (4) simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. See Revised Guidance, 84 Fed. Reg. at 52–56. The Examiner determines that claims 1–3 and 5–20 recite mental processes and mathematical concepts, and are thus directed to an abstract idea. Final Act. 2–4; Ans. 4–6. According to the Examiner, the claimed steps amount to “collecting information, analyzing it, and displaying certain results of the collection and analysis” and “can all be performed in the human mind.” Final Act. 2, 4 (internal quotation marks omitted) (citing Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350 (Fed. Cir. 2016)); see also Ans. 4–6. The Examiner further determines that the “processor,” “library,” “storage,” and “computer program product” recited in the independent claims are “well-known and conventional/generic computer equipment for performing well-known and conventional/generic computer functions,” and that the dependent claims “recite no additional limitation that would amount to significantly more than the abstract idea.” Final Act. 3; see also Ans. 5–7. Appellant argues that the claims are not directed to an abstract idea, but rather “to the management of a computing system, and improvements in that technology.” Appeal Br. 13. Specifically, Appellant argues that “‘the claimed solution is necessarily rooted in computer technology in order to overcome a problem specifically arising in the realm of [computing]’ – here, the problem of combatting catastrophic failures in the computing system.” Id. at 11 (brackets in original) (quoting DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245, 1257 (Fed. Cir. 2014)). Appellant further argues that “the present claims do more than simply collect, analyze, and display Appeal 2018-007963 Application 14/940,875 6 information by at least determining a causal relationship and determining the strength of the causal relationship.” Id. at 13. According to Appellant, the claims “provide a real benefit, making the system more cost-efficient and secure” and thus amount to significantly more than an abstract idea. Id. at 15. Under Step 2A, Prong 1 of the Revised Guidance, we agree with the Examiner that the claims recite a judicial exception, i.e., an abstract idea. See Final Act. 2. We agree with the Examiner that the claimed concepts can be performed in the human mind (see Final Act. 2). Accordingly, we determine that the claims recite a mental process. For example, independent claim 1 recites “identifying a first pattern in a plurality of real-time data” and “determining, using a processor, whether the first pattern has been marked as a known significant pattern by searching for the first pattern in a library of known significant patterns in a storage.” Under their broadest reasonable interpretation, these “identifying” and “determining” limitations cover performance of the limitations in the mind, but for the recitation of generic components. For example, with the exception of the “processor” language, claim 1 encompasses mentally identifying a first pattern in real-time data and mentally determining whether the first pattern has been marked as a known significant pattern, e.g., observing a first pattern and visually or manually searching for the first pattern in a list of known significant patterns. Claim 1 further recites “in response to determining that the first pattern has been marked as a known significant pattern, determining whether the first pattern has a causal relationship with a second pattern, the second pattern also marked as a known significant pattern in the library,” “in Appeal 2018-007963 Application 14/940,875 7 response to determining that the first pattern has a causal relationship with the second pattern, determining a strength of the causal relationship between the first pattern and the second pattern,” and “based on the strength of the causal relationship, predicting whether the second pattern will occur.” Under their broadest reasonable interpretation, these “determining” and “predicting” limitations cover performance of the limitations in the mind. That is, nothing in the claim limitations precludes these steps from practically being performed in the mind. For example, claim 1 encompasses mentally determining whether the first known pattern has a causal relationship with a second known pattern; if so, mentally determining a strength of the causal relationship; and then mentally predicting whether the second pattern will occur based on the strength of the causal relationship. Claim 1 further recites “in response to predicting that the second pattern will occur . . . reading, from the library in the storage, a significance of the second pattern” and “based on the significance of the second pattern, determining an alert level.” Under their broadest reasonable interpretation, these “reading” and “determining” limitations cover performance of the limitations in the mind. That is, nothing in the claim limitations precludes these steps from practically being performed in the mind. For example, claim 1 encompasses mentally reading (e.g., visually observing from a list) a significance level of the second pattern when it has been predicted that the second pattern will occur, and then mentally determining an alert level. Accordingly, these limitations recite a mental process as identified in the Revised Guidance, and, thus, an abstract idea. Under Step 2A, Prong 2 of the Revised Guidance, we next look to whether the claims recite additional elements that integrate the abstract idea Appeal 2018-007963 Application 14/940,875 8 into a practical application. We determine that they do not. For example, claim 1 additionally recites “alerting a system administrator in real-time that the second pattern will occur.” This “alerting” step is recited at a high level of generality (i.e., as a general means of informing personnel that the second pattern will occur) and amounts to insignificant extra-solution activity. See Revised Guidance, 84 Fed. Reg. at 55; MPEP § 2106.05(g). Independent claims 1, 10, and 19 recite elements such as “processor,” “computer,” “non-transitory computer-readable storage medium,” “computer-readable instructions,” “computer program product,” and “computer-readable program code” for performing the recited steps. The claims also recite a “library” in a “storage.” As noted by the Examiner, these additional elements are recited at a high level of generality, i.e., as generic components performing generic functions of computer processing and data storage. See Final Act. 3; Ans. 6–7. Such generic limitations merely apply the abstract idea using generic components. See Revised Guidance, 84 Fed. Reg. at 55; MPEP § 2106.05(f). The claim limitations do not include any particular machine that is integral to the claim. See Revised Guidance, 84 Fed. Reg. at 55; MPEP § 2106.05(b). Although Appellant argues that the claimed invention “is necessarily rooted in computer technology” and “directed specifically to the management of a computing system, and improvements in that technology,” we disagree that pattern prediction is uniquely limited to computer technology or that the claims reflect an improvement in a technical field. See Appeal Br. 11, 13. For example, notwithstanding Appellant’s argument that the claimed invention “improves the computing system by decreasing the number of future failures in the system,” the claims “do not require an Appeal 2018-007963 Application 14/940,875 9 arguably inventive set of components or methods, such as measurement devices or techniques, that would generate new data. They do not invoke any assertedly inventive programming.” Id. at 11; Elec. Power Grp., 830 F.3d at 1355. That is, the claims do not recite a technological improvement in addition to the abstract idea. We agree with the Examiner that the claim limitations do not reflect an improvement in computer functionality itself, or to any other technology or technical field. See Ans. 6–7; Revised Guidance, 84 Fed. Reg. at 55; MPEP § 2106.05(a). Thus, even in combination, the additional limitations do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea. Accordingly, we agree with the Examiner that the claims are directed to an abstract idea. Under Step 2B of the Revised Guidance, we agree with the Examiner that the additional elements recited in independent claims 1, 10, and 19 (e.g., processor, computer, non-transitory computer-readable storage medium, computer-readable instructions, computer program product, computer- readable program code, library, and storage) are mere recitations of generic computer structures performing generic computer functions that are well-understood, routine, and conventional and thus do not amount to significantly more than the abstract idea. See Final Act. 2–3; MPEP § 2106.05(d). As discussed above, those additional elements amount to no more than mere instructions to apply the abstract idea using generic computer components. Mere instructions to apply an abstract idea on a generic computer do not provide an inventive concept. Alice, 573 U.S. at 223–24. Appeal 2018-007963 Application 14/940,875 10 Appellant argues that the Examiner’s rejection is not adequately supported in accordance with the PTO’s April 19, 2018 memorandum, “Changes in Examination Procedure Pertaining to Subject Matter Eligibility, Recent Subject Matter Eligibility Decision (Berkheimer v. HP, Inc.)” (“Berkheimer Memo”), which clarifies that an examiner’s conclusion that an element represents well-understood, routine, conventional activity must be based upon a factual determination supported in writing. Reply Br. 2–4.2 Although Appellant makes this assertion “at least with respect to Claims 2– 3, 5–9, and 11–18” (id. at 2), the Examiner’s determination that these claims “recite no additional limitation that would amount to significantly more than the abstract idea” is based on the same finding that the additional elements of claims 1, 10, and 19 are well-understood, routine, and conventional. See Final Act. 3; Ans. 5. The Examiner determines, in addressing independent claims 1, 10, and 19, that “[t]he additional elements, a processor, library, a storage, and a computer program product are well-known and conventional/generic computer equipment for performing well-known and conventional/generic computer functions.” Final Act. 2–3. The Specification discloses that “computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus” (Spec. ¶ 16) and lists several programming languages in which the computer program code may be written (id. ¶ 15). The 2 Appellant raises this argument for the first time in the Reply Brief. Because the Berkheimer Memo was published after the date of the Appeal Brief (February 20, 2018), we recognize that Appellant could not have raised this argument in the Appeal Brief. Thus, “good cause” exists and Appellant’s new argument is considered. See 37 C.F.R. § 41.41(b)(2). Appeal 2018-007963 Application 14/940,875 11 Specification further discloses that “[a]ny combination of one or more computer readable media may be utilized” and lists various examples of storage media for the library. Id. ¶ 13. We determine that the disclosure of the Specification supports, and we thus find no error in, the Examiner’s determination that the additional elements recited in claims 1–3 and 5–20 are well-understood, routine, and conventional. Furthermore, Appellant has not shown that the claims add any specific limitation beyond the judicial exception that is not well-understood, routine, and conventional in the field. Reevaluating under Step 2B the extra-solution activity identified in the Step 2A analysis of “alerting a system administrator in real-time that the second pattern will occur” (see Revised Guidance, 84 Fed. Reg. at 56 (stating that a conclusion under revised Step 2A that an additional element is insignificant extra-solution activity should be reevaluated in Step 2B)), we find nothing unconventional in this step of notifying personnel that a predicted pattern will occur. We are unpersuaded by Appellant’s argument that the steps including “determining whether the first pattern has a causal relationship with a second pattern,” “determining a strength of the causal relationship between the first pattern and the second pattern,” and “predicting whether the second pattern will occur” amount to significantly more than an abstract idea because they “provide a real benefit, making the system more cost-efficient and secure.” Appeal Br. 14–15; see also id. at 12–13. As discussed above, we find that those limitations recite a mental process, i.e., an abstract idea, without a technological improvement. Appellant provides no evidence of how the ordered combination is unconventional or amounts to significantly more than the abstract idea to which the claims are otherwise directed. Appeal 2018-007963 Application 14/940,875 12 Accordingly, considering the claim elements individually and as an ordered combination, we agree with the Examiner that there are no meaningful claim limitations that represent sufficiently inventive concepts to transform the nature of the claims into a patent-eligible application of the abstract idea. Finally, Appellant contends that, during a telephonic interview between Appellant and the Examiner, “it became clear that the Examiner did not believe that any software was patent eligible.” Appeal Br. 10. The substance of that discussion is not at issue here; we are unpersuaded that “the Examiner applied the wrong law concerning patent eligibility.” See id. (citing MPEP § 2106.04(a)). As discussed above, we agree with the Examiner that the claims are directed to an abstract idea without significantly more than the abstract idea itself. For the foregoing reasons, we sustain the Examiner’s rejection of claims 1–3 and 5–20 under 35 U.S.C. § 101. CONCLUSION The Examiner’s rejection of claims 1–3 and 5–20 under 35 U.S.C. § 101 is affirmed. No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(1)(iv). Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–3, 5–20 § 101 Eligibility 1–3, 5–20 AFFIRMED Copy with citationCopy as parenthetical citation