This Quarterly Report on Form 10-Q includes forward-looking statements, which involve risks, uncertainties and other factors that could cause our actual results, time frames or achievements to differ materially from those expressed or implied in our forward-looking statements. Readers are urged to carefully review and consider the various disclosures regarding these risks and uncertainties made in this Quarterly Report on Form 10-Q, including those identified below in Part II, Item 1A. Risk Factors, and in other documents we file from time to time with theSecurities and Exchange Commission (SEC). Forward-looking statements include any statements that are not statements of historical fact and include, but are not limited to, statements concerning business outlook, opportunities and strategies; customer demand and market expansion; strategies related to our products and technology; our planned product releases and capabilities; industry growth rates; software trends; planned acquisitions and buybacks; the expected impact ofU.S. and foreign government actions on our financial results; and the expected impact and duration of the COVID-19 pandemic. Forward-looking statements may be identified by words including, but not limited to, "may," "will," "could," "would," "can," "should," "anticipate," "expect," "intend," "believe," "estimate," "project," "continue," "forecast," "likely," "potential," "seek," or the negatives of such terms and similar expressions. The information included herein represents our estimates and assumptions as of the date of this filing. Unless required by law, we undertake no obligation to update publicly any forward-looking statements, or to update the reasons actual results could differ materially from those anticipated in these forward-looking statements, even if new information becomes available in the future. All subsequent written or oral forward-looking statements attributable toSynopsys or persons acting on our behalf are expressly qualified in their entirety by these cautionary statements. The following summary of our financial condition and results of operations should be read together with our unaudited condensed consolidated financial statements and the related notes thereto contained in Part I, Item 1 of this report and with our audited consolidated financial statements and the related notes thereto contained in our Annual Report on Form 10-K for the fiscal year endedOctober 31, 2020 , as filed with theSEC onDecember 15, 2020 . Overview Business SummarySynopsys, Inc. provides products and services used across the entire Silicon to Software spectrum to bring Smart Everything to life. From engineers creating advanced semiconductors to product teams developing advanced electronic systems to software developers seeking to ensure the security and quality of their code, our customers trust that our technologies will enable them to meet new requirements for low power as well as reliability, mobility and security. We are a global leader in supplying the electronic design automation (EDA) software that engineers use to design and test integrated circuits (ICs), also known as chips. We also offer semiconductor intellectual property (IP) products, which are pre-designed circuits that engineers use as components of larger chip designs rather than designing those circuits themselves. We provide software and hardware used to validate the electronic systems that incorporate chips and the software that runs on them. To complement these offerings, we provide technical services and support to help our customers develop advanced chips and electronic systems. These products and services are part of our Semiconductor & System Design segment. We are also a leading provider of software tools and services that improve the security, quality and compliance of software in a wide variety of industries, including electronics, financial services, automotive, medicine, energy and industrials. These tools and services are part of our Software Integrity segment. Our EDA and IP customers are generally semiconductor and electronics systems companies. Our solutions help these companies overcome the challenges of developing increasingly advanced electronics products while also helping them reduce their design and manufacturing costs. While our products are an important part of our customers' development process, our sales could be affected based on their research and development budgets, and our customers' spending decisions may be affected by their business outlook and willingness to invest in new and increasingly complex chip designs. Our Software Integrity business delivers products and services that enable software developers to test their code-while it is being written-for known security vulnerabilities and quality defects, as well as testing for open source security vulnerabilities and license compliance. Our Software Integrity customers are software developers across many industries, including, but also well beyond, the semiconductor and systems industries. Our Software Integrity products and services form a platform that helps our customers build security into the software development 23 -------------------------------------------------------------------------------- lifecycle and across the entire cyber supply chain. We have consistently grown our revenue since 2005, despite periods of global economic uncertainty. We achieved these results because of our solid execution, leading technologies and strong customer relationships, and because we recognize our revenue for software licenses over the arrangement period, which typically approximates three years. See Note 2 of the Notes to Consolidated Financial Statements in our Annual Report for a discussion on our revenue recognition policy. The revenue we recognize in a particular period generally results from selling efforts in prior periods rather than the current period. As a result, decreases as well as increases in customer spending do not immediately affect our revenues in a significant way, but may affect our revenues and financial performance in future periods. Our growth strategy is based on maintaining and building on our leadership in our EDA products, expanding and proliferating our IP offerings, driving growth in the software security and quality market and continuing to expand our product portfolio and our total addressable market. In addition, due to our adoption of ASC 606 in the beginning of fiscal 2019, the way in which we are required to account for certain types of arrangements has increased the variability in our total revenue from period to period. Nevertheless, the accounting impact has not affected the cash generated from our business. Based on our leading technologies, customer relationships, business model, diligent expense management and acquisition strategy, we believe that we will continue to execute our strategies successfully. COVID-19 Pandemic While the COVID-19 pandemic changed the physical working environment of the majority of our workforce to working from home, it otherwise caused only minor disruptions to our business operations, with a limited impact on our operating results thus far. Given the unpredictable nature of the COVID-19 pandemic's continuing impact on the global economy, our historical results may not be an indication of future performance. We have reopened certain of our non-U.S. offices, subject to operating restrictions to protect public health and the health and safety of our employees. We are preparing plans to open additional offices, including our headquarters inMountain View, California , in a phased approach in compliance with applicable guidelines, with a focus on employee safety and optimal work environment. The extent to which the COVID-19 pandemic impacts our business operations in future periods will depend on multiple uncertain factors, including the duration and scope of the pandemic, its overall negative impact on the global economy generally and the semiconductor and electronics industries specifically, and continued responses by governments and businesses to COVID-19. We have not identified trends that we expect will materially impact our future operating results at this time. As we recognize our revenue for software licenses over the arrangement period, any potential impact related to COVID-19 may be delayed. We have not observed any changes in the design activity of customers, but in prior quarters we did experience some slowdowns in customer commitments in our Software Integrity segment. We have not received any significant requests from our customers to either delay payments or modify arrangements due to COVID-19. However, this situation could change in future periods, and the extent that these requests may have on our business is uncertain. We have also experienced minor disruptions in our hardware supply chain, which we have been able to address with minimal impact to our business operations to date. We will continue to consider the potential impact of the COVID-19 pandemic on our business operations. Although no material impairment or other effects have been identified to date related to the COVID-19 pandemic, there is substantial uncertainty in the nature and degree of its continued effects over time. That uncertainty affects management's accounting estimates and assumptions, which could result in greater variability in a variety of areas that depend on these estimates and assumptions as additional events and information become known. See Part II, Item 1A, Risk Factors for further discussion of the possible impact of the COVID-19 pandemic on our business, operations and financial condition. Business Segments Semiconductor & System Design. This segment includes our advanced silicon design, verification products and services and semiconductor IP portfolio, which encompasses products and services that serve companies primarily in the semiconductor and electronics industries. EDA includes digital, custom and Field Programmable Gate Array (FPGA) IC design software, verification products and manufacturing software products. Designers use these products to automate the highly complex IC design process and to reduce defects that could lead to expensive design or manufacturing re-spins or suboptimal end products. For IP, we are a leading provider of high-quality, 24 -------------------------------------------------------------------------------- silicon-proven IP solutions for system-on-chips (SoCs). This includes IP that has been optimized to address specific application requirements for the mobile, automotive, digital home, internet of things and cloud computing markets, enabling designers to quickly develop SoCs in these areas. Software Integrity. This segment includes a broad portfolio of products and services such as leading quality testing technologies, automated analysis and consulting experts. Our Polaris Software Integrity Platform™ is an integrated cloud-based solution that unites key elements to provide an even more valuable way for developers to better develop personalized approaches for open source license compliance and detect and remediate known security vulnerabilities and quality defects early in the development process, thereby minimizing risk and maximizing productivity. Fiscal Year End Our fiscal year ends on the Saturday nearest toOctober 31 and consists of 52 weeks, with the exception that approximately every five years, we have a 53-week year. When a 53-week year occurs, we include the additional week in the first quarter to realign fiscal quarters with calendar quarters. Fiscal 2021 and 2020 are 52-week years ending onOctober 30, 2021 andOctober 31, 2020 , respectively. Our results of operations for the three and six months of fiscal 2021 and 2020 ended onMay 1, 2021 andMay 2, 2020 , respectively. For presentation purposes, this Form 10-Q refers to the closest calendar month end. Financial Performance Summary In the second quarter of fiscal 2021 compared to the same period of fiscal 2020, our financial performance reflects the following: •Revenues were$1,024.3 million , an increase of$163.0 million or 19%, primarily due to our continued organic growth. •Total cost of revenue and operating expenses were$830.1 million , an increase of$94.7 million or 13%, primarily due to an increase in employee-related costs of$71.1 million resulting from headcount increases through organic growth and acquisitions and higher deferred compensation expenses of$39.7 million , partially offset by a decrease in restructuring costs of$29.7 million . •Operating income was$194.2 million , an increase of$68.3 million or 54%. Critical Accounting Policies and Estimates Our discussion and analysis of our financial results under Results of Operations below are based on our unaudited condensed consolidated financial statements, which we have prepared in accordance withU.S. GAAP. In preparing these financial statements, we make assumptions, judgments and estimates that can affect the reported amounts of assets, liabilities, revenues and expenses and net income. On an ongoing basis, we evaluate our estimates based on historical experience and various other assumptions we believe are reasonable under the circumstances. Our actual results may differ from these estimates. See Note 2 of Notes to Unaudited Condensed Consolidated Financial Statements for further information on our significant accounting policies. The accounting policies that most frequently require us to make assumptions, judgments and estimates, and therefore are critical to understanding our results of operations, are: •Revenue recognition; •Valuation of business combinations; and •Income taxes.
See Critical Accounting Policies and Estimates in our Annual Report for further information.
25 -------------------------------------------------------------------------------- Results of Operations Revenue Our revenues are generated from two business segments: the Semiconductor & System Design segment and the Software Integrity segment. See Note 15 of Notes to Unaudited Condensed Consolidated Financial Statements for additional information about our reportable segments and revenue by geographic regions. Further disaggregation of the revenues into various products and services within these two segments is summarized as follows: Semiconductor & System Design Segment This segment is comprised of the following: •EDA software includes digital, custom and Field Programmable Gate Array (FPGA) IC design software, verification products and obligations to provide unspecified updates and support services. EDA products and services are typically sold through Technology Subscription License (TSL) arrangements that grant customers the right to access and use all of the licensed products at the outset of an arrangement and software updates are generally made available throughout the entire term of the arrangement, which is typically three years. We have concluded that the software licenses in TSL contracts are not distinct from the obligation to provide unspecified software updates to the licensed software throughout the license term, because the multiple software licenses and support represent inputs to a single, combined offering, and timely, relevant software updates are integral to maintaining the utility of the software licenses. We recognize revenue for the combined performance obligation under TSL contracts ratably over the term of the license. •IP & System Integration includes our DesignWare® IP portfolio and system-level products and services. These arrangements generally have two performance obligations which consist of transferring of the licensed IP and providing related support, which includes rights to technical support and software updates that are provided over the support term and are transferred to the customer over time. Revenue allocated to the IP licenses is recognized at a point in time upon the later of the delivery date or the beginning of the license period, and revenue allocated to support is recognized over the support term. Royalties are recognized as revenue in the quarter in which the applicable customer sells its products that incorporate our IP. Payments for IP contracts are generally received upon delivery of the IP. Revenue related to the customization of certain IP is recognized as "Professional Services." •In the case of arrangements involving the sale of Hardware products, we generally have two performance obligations. The first performance obligation is to transfer the hardware product, which includes software integral to the functionality of the hardware product. The second performance obligation is to provide maintenance on the hardware and its embedded software, which includes rights to technical support, hardware repairs and software updates that are all provided over the same term and have the same time-based pattern of transfer to the customer. The portion of the transaction price allocated to the hardware product is generally recognized as revenue at the time of shipment because the customer obtains control of the product at that point in time. We have concluded that control generally transfers at that point in time because the customer has the ability to direct the use of the asset and an obligation to pay for the hardware. The portion of the transaction price allocated to the maintenance obligation is recognized as revenue ratably over the maintenance term. •Revenue from Professional Service contracts is recognized over time, generally using costs incurred or hours expended to measure progress. We have a history of reasonably estimating project status and the costs necessary to complete projects. A number of internal and external factors can affect these estimates, including labor rates, utilization and efficiency variances and specification and testing requirement changes. Software Integrity Segment •We sell Software Integrity products in arrangements that provide customers the right to software licenses, maintenance updates and technical support. Over the term of these arrangements, the customer expects us to provide integral maintenance updates to the software licenses, which help customers protect their own software from new critical quality defects and potential security 26 -------------------------------------------------------------------------------- vulnerabilities. The licenses and maintenance updates serve together to fulfill our commitment to the customer as both work together to provide functionality to the customer and represent a combined performance obligation. We recognize revenue for the combined performance obligation over the term of the arrangement. Most of our customer arrangements involve hundreds of products and various license rights, and our customers bargain with us over many aspects of these arrangements. For example, they often demand a broader portfolio of solutions, support and services and seek more favorable terms such as expanded license usage, future purchase rights and other unique rights at an overall lower total cost. No single factor typically drives our customers' buying decisions, and we compete on all fronts to serve customers in highly competitive markets. Customers generally negotiate the total value of the arrangement rather than just unit pricing or volumes. Total Revenue April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended Semiconductor & System Design Segment$ 930.4 $ 773.0 $ 157.4 20 % Software Integrity Segment 93.9 88.3 5.6 6 % Total$ 1,024.3 $ 861.3 $ 163.0 19 % Six months ended Semiconductor & System Design Segment$ 1,808.8 $ 1,521.8 $ 287.0 19 % Software Integrity Segment 185.8 173.9 11.9 7 % Total$ 1,994.6 $ 1,695.7 $ 298.9 18 % The overall growth of our business has been the primary driver of the increase in our revenues. Our revenues are subject to fluctuations, primarily due to customer requirements including the timing and value of contract renewals. For example, we experience fluctuations in our revenues due to factors such as the timing of IP product sales, consulting projects, FSA drawdowns, royalties, and hardware sales. As revenues from IP products sales and hardware sales are recognized upfront, customer demand and timing requirements for such IP products and hardware have resulted in increased variability of our total revenues. The increase in total revenues for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily attributable to the continued organic growth of the business in most product categories and regions. See Note 15 of Notes to Unaudited Condensed Consolidated Financial Statements for a discussion of revenue by geographic areas. Time-Based Products Revenue April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended$ 648.8 $ 590.1 $ 58.7 10 % Percentage of total revenue 63 % 69 % Six months ended$ 1,280.1 $ 1,146.5 $ 133.6 12 % Percentage of total revenue 64 % 68 % The increase in time-based products revenue for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily attributable to an increase in TSL license revenue from arrangements booked in prior periods. 27 --------------------------------------------------------------------------------
Upfront Products Revenue April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended$ 209.1 $ 129.8 $ 79.3 61 % Percentage of total revenue 20 % 15 % Six months ended$ 383.5 $ 280.5 $ 103.0 37 % Percentage of total revenue 19 % 16 % Changes in upfront products revenue are generally attributable to normal fluctuations in the extent and timing of customer requirements, which can drive the amount of upfront orders and revenue in any particular period. The increase in upfront products revenue for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to an increase in the sale of IP products driven by higher demand from customers and an increase in the sale of hardware products driven by timing of customer requirements. Upfront products revenue as a percentage of total revenue will likely fluctuate based on the timing of IP products and hardware sales. Such fluctuations will continue to be impacted by the timing of shipments or FSA drawdowns due to customer requirements. Maintenance and Service Revenue April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended Maintenance revenue$ 57.4 $ 44.9 $ 12.5 28 % Professional services and other revenue 109.0 96.6 12.4 13 % Total$ 166.4 $ 141.5 $ 24.9 18 % Percentage of total revenue 17 % 16 % Six months ended Maintenance revenue$ 111.6 $ 85.0 $ 26.6 31 % Professional services and other revenue 219.5 183.7 35.8 19 %
Total maintenance and service revenue
23 % Percentage of total revenue 17 % 16 % The increase in maintenance revenue for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to an increase in the volume of arrangements that include maintenance. The increase in professional services and other revenue for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to changes in the volume and timing of IP consulting projects. 28 --------------------------------------------------------------------------------
Cost of Revenue April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended Cost of products revenue$ 134.7 $ 108.2 $ 26.5 24 % Cost of maintenance and service revenue 67.8 62.2 5.6 9 % Amortization of intangible assets 11.4 13.8 (2.4) (17) % Total$ 213.9 $ 184.3 $ 29.6 16 % Percentage of total revenue 21 % 21 % Six months ended Cost of products revenue$ 262.1 $ 226.0 $ 36.1 16 % Cost of maintenance and service revenue 136.6 124.1 12.5 10 % Amortization of intangible assets 23.3 27.0 (3.7) (14) % Total$ 422.0 $ 377.1 $ 44.9 12 % Percentage of total revenue 21 % 22 % We divide cost of revenue into three categories: cost of products revenue, cost of maintenance and service revenue, and amortization of intangible assets. We segregate expenses directly associated with consulting and training services from cost of products revenue associated with internal functions providing license delivery and post-customer contract support services. We then allocate these group costs between cost of products revenue and cost of maintenance and service revenue based on products and maintenance and service revenue reported. Cost of products revenue. Cost of products revenue includes costs related to products sold and software licensed, allocated operating costs related to product support and distribution costs, royalties paid to third-party vendors, and the amortization of capitalized research and development costs associated with software products that had reached technological feasibility. Cost of maintenance and service revenue. Cost of maintenance and service revenue includes operating costs related to maintaining the infrastructure necessary to operate our services and costs to deliver our consulting services, such as hotline and on-site support, production services and documentation of maintenance updates. We expect our cost of maintenance and service revenue to increase in future periods because of recent acquisitions, but we do not expect the impact to be material to our total cost of revenue. Amortization of intangible assets. Amortization of intangible assets, which is recorded to cost of revenue and operating expenses, includes the amortization of core/developed technology, trademarks, trade names, customer relationships, covenants not to compete related to acquisitions and certain contract rights related to acquisitions. The increase in cost of revenue for the three months endedApril 30, 2021 compared to the same period in fiscal 2020 was primarily due to increases of$16.2 million in hardware related costs,$12.1 million in personnel-related expenses as a result of headcount increases from organic hiring and acquisitions,$2.9 million in servicing IP consulting arrangements, and higher deferred compensation expenses of$4.1 million , partially offset by decreases of$2.4 million in amortization of intangible assets and$1.2 million in depreciation and maintenance expenses. The increase in cost of revenue for the six months endedApril 30, 2021 compared to the same period in fiscal 2020, was primarily due to increases of$22.8 million in personnel-related costs as a result of headcount increases from organic hiring and acquisitions,$19.5 million in hardware related costs,$6.8 million in servicing IP consulting arrangements, and higher deferred compensation expenses of$5.7 million , partially offset by decreases of$3.7 million in amortization of intangible assets and$2.0 million in depreciation and maintenance expenses. Changes in other cost of revenue categories for the above-mentioned periods were not individually material. 29 --------------------------------------------------------------------------------
Operating Expenses Research and Development April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended$ 362.3 $ 302.6 $ 59.7
20 % Percentage of total revenue 35 % 35 % Six months ended
$ 719.8 $ 616.9 $ 102.9 17 % Percentage of total revenue 36 % 36 % The increase in research and development expenses for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to an increase of$35.3 million and$71.0 million , respectively, in personnel-related costs as a result of headcount increases, including those from acquisitions, and higher deferred compensation expenses of$22.9 million and$33.7 million , respectively. Changes in other research and development expense categories for the above-mentioned periods were not individually material. Sales and Marketing April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended$ 172.8 $ 146.2 $ 26.6
18 % Percentage of total revenue 17 % 17 % Six months ended
$ 343.4 $ 299.1 $ 44.3 15 % Percentage of total revenue 17 % 18 % The increase in sales and marketing expenses for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to an increase of$17.8 million and$36.2 million , respectively, in personnel-related costs as a result of an increase in sales commissions and bonus, and higher deferred compensation expenses of$8.2 million and$12.3 million , respectively, partially offset by a decrease of$1.3 million and$5.1 million , respectively, in travel and marketing expenses as a result of travel restrictions related to COVID-19. Changes in other sales and marketing expense categories for the above-mentioned periods were not individually material. General and Administrative April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended$ 72.7 $ 62.5 $ 10.2
16 % Percentage of total revenue 7 % 7 % Six months ended
$ 150.2 $ 131.2 $ 19.0 14 % Percentage of total revenue 8 % 8 % The increase in general and administrative expenses for the three months endedApril 30, 2021 compared to the same period in fiscal 2020 was primarily due to increases of$5.9 million in personnel-related costs and$4.2 million in professional service costs primarily due to additional legal services related to various projects, and higher deferred compensation expenses of$4.5 million . 30 -------------------------------------------------------------------------------- The increase in general and administrative expenses for the six months endedApril 30, 2021 compared to the same period in fiscal 2020 was primarily due to increases of$13.8 million in personnel-related expenses and$2.2 million in professional service costs, and higher deferred compensation expenses of$6.3 million . Changes in other general and administrative expense categories for the above-mentioned periods were not individually material. Amortization of Intangible Assets Amortization of intangible assets includes the amortization of contract rights and the amortization of core/developed technology, trademarks, trade names, customer relationships, and in-process research and development related to acquisitions completed in prior years. Amortization expense is included in the unaudited condensed consolidated statements of operations as follows: April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended Included in cost of revenue$ 11.4 $ 13.8 $ (2.4) (17) % Included in operating expenses 8.3 10.3 (2.0) (19) % Total$ 19.7 $ 24.1 $ (4.4) (18) % Percentage of total revenue 2 % 3 % Six months ended Included in cost of revenue$ 23.3 $ 27.0 $ (3.7) (14) % Included in operating expenses 16.7 19.6 (2.9) (15) % Total$ 40.0 $ 46.6 $ (6.6) (14) % Percentage of total revenue 2 % 3 % The decrease in amortization of intangible assets for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to intangible assets that were fully amortized, partially offset by additions of acquired intangible assets. Other Income (Expense), Net April 30, 2021 2020 $ Change % Change (dollars in millions) Three months ended Interest income$ 0.4 $ 0.9 $ (0.5) (56) % Interest expense (0.8) (1.8) 1.0 (56) %
Gain (loss) on assets related to executive deferred compensation plan
21.4 (18.5) 39.9 (216) % Foreign currency exchange gain (loss) 2.8 5.0 (2.2) (44) % Other, net (2.0) (1.3) (0.7) 54 % Total$ 21.8 $ (15.7) $ 37.5 (239) % Six months ended Interest income$ 0.8 $ 2.4 $ (1.6) (67) % Interest expense (1.5) (3.4) 1.9 (56) %
Gain (loss) on assets related to executive deferred compensation plan
52.2 (6.0) 58.2 (970) % Foreign currency exchange gain (loss) 2.5 5.1 (2.6) (51) % Other, net (3.5) (1.8) (1.7) 94 % Total$ 50.5 $ (3.7) $ 54.2 (1,465) % 31
-------------------------------------------------------------------------------- The net increase in other income (expense) for the three and six months endedApril 30, 2021 as compared to the same periods in fiscal 2020 was primarily due to higher gains in the market value of our executive deferred compensation plan assets. Segment Operating Results We do not allocate certain operating expenses managed at a consolidated level to our reportable segments. These unallocated expenses consist primarily of stock-based compensation expense, amortization of intangible assets, restructuring, litigation and acquisition-related costs. See Note 15 of Notes to Unaudited Condensed Consolidated Financial Statements for more information. Semiconductor & System Design Segment April 30, 2021 2020 Change % Change (dollars in millions) Three months ended Adjusted operating income$ 308.8 $ 209.7 $ 99.1 47 % Adjusted operating margin 33 % 27 % 6 % 22 % Six months ended Adjusted operating income$ 587.7 $ 388.5 $ 199.2 51 % Adjusted operating margin 32 % 26 % 6 % 23 % The increase in adjusted operating income for the three and six months endedApril 30, 2021 compared to the same period in fiscal 2020 was primarily due to an increase in revenue from arrangements booked in prior periods. Software Integrity Segment April 30, 2021 2020 Change % Change (dollars in millions)
Three months ended Adjusted operating income$ 8.4 $ 11.7 $ (3.3) (28) % Adjusted operating margin 9 % 13 % (4) % (31) % Six months ended Adjusted operating income$ 16.4 $ 19.8 $ (3.4) (17) % Adjusted operating margin 9 % 11 % (2) % (18) % The decrease in the adjusted operating income for the three and six months endedApril 30, 2021 compared to the same periods in fiscal 2020 was primarily due to an increase in operating expenses, partially offset by an increase in revenue from arrangements booked in prior periods. Income Taxes Our effective tax rate increased in the three and six months endedApril 30, 2021 as compared to the same period in fiscal 2020, primarily due to enacted legislation inCalifornia which limits the use ofCalifornia research and development tax credits commencing in fiscal 2021. Our effective tax rate also increased in the six months endedApril 30, 2021 as compared to the same period in fiscal 2020 due to the realizability ofU.S. foreign tax credits. See Note 17 of Notes to Unaudited Condensed Consolidated Financial Statements for further discussion of the provision for income taxes and impacts related to the Tax Act. Liquidity and Capital Resources Our sources of cash and cash equivalents are funds generated from our business operations and funds that may be drawn down under our revolving credit and term loan facilities. We have considered the potential impact of the COVID-19 pandemic on our liquidity and capital resources. Although we have not observed any material effects on our liquidity, collections from customers or other working capital 32 -------------------------------------------------------------------------------- requirements due to the COVID-19 pandemic to date, there is substantial uncertainty that could result in greater variability as additional events and information become known. We believe that our existing balances of cash and cash equivalents will be sufficient to satisfy our working capital needs, capital asset purchases, share repurchases, acquisitions, debt repayments and other liquidity requirements associated with our existing operations. We are continuously evaluating the COVID-19 pandemic's effects and taking steps to mitigate known risks, including potential constraints on our liquidity and capital resources as a result of customers' reduced expenditures or disruptions to our supply chain. In light of that ongoing assessment, we may choose to temporarily defer certain expenditures due to the effects of the COVID-19 pandemic. As ofApril 30, 2021 , we held an aggregate of$793.0 million in cash and cash equivalents inthe United States and an aggregate of$664.9 million in our foreign subsidiaries. In addition, we have provided foreign withholding taxes on the undistributed earnings of certain of our foreign subsidiaries to the extent such earnings are no longer considered to be indefinitely reinvested in the operations of those subsidiaries. During the six months endedApril 30, 2021 , there were no significant changes to our estimates of future payments under our fixed contractual obligations and commitments as presented in Part II, Item 7, Management's Discussion and Analysis of Financial Condition and Results of Operations included in our Annual Report on Form 10-K for the fiscal year endedOctober 31, 2020 . The following sections discuss changes in our unaudited condensed consolidated balance sheets and statements of cash flows, and other commitments of our liquidity and capital resources during the six months endedApril 30, 2021 . Cash and Cash Equivalents April 30, October 31, 2021 2020 $ Change % Change (dollars in millions) Cash and cash equivalents$ 1,457.9 $ 1,235.7 $ 222.2 18 % Cash and cash equivalents increased primarily due to higher cash from our operations and cash received from option exercises and employee stock purchases. The increase in cash and cash equivalents was partially offset by stock repurchases, cash used for acquisitions, purchases of property and equipment and repayment of debt. Cash Flows Six Months Ended April 30, 2021 2020 $ Change (dollars in millions)
Cash provided by operating activities
(120.8) (236.7)
115.9
Cash used in financing activities (363.7) (20.7)
(343.0)
Cash Provided by Operating Activities We expect cash from our operating activities to fluctuate as a result of a number of factors, including the timing of our billings and collections, our operating results, and the timing and amount of tax and other liability payments. Cash provided by our operations is dependent primarily upon the payment terms of our license agreements. We generally receive cash from upfront arrangements much sooner than from time-based products revenue, in which the license fee is typically paid either quarterly or annually over the term of the license. Cash provided by operating activities for the six months endedApril 30, 2021 was higher compared to the same period in fiscal 2020, primarily attributable to higher operating income and higher cash collections, partially offset by higher disbursements for operations, including vendor and tax payments. Cash Used in Investing Activities Cash used in investing activities for the six months endedApril 30, 2021 was lower compared to the same period in fiscal 2020, primarily due to lower cash paid for acquisitions of$76.6 million and lower purchases of property and equipment of$36.6 million . 33 -------------------------------------------------------------------------------- Cash Used in Financing Activities Cash used in financing activities for the six months endedApril 30, 2021 was higher compared to the same period in fiscal 2020, primarily due to lower proceeds of$276.5 million from credit facilities drawdowns and higher stock repurchase activities of$198.1 million , partially offset by lower debt repayments of$165.2 million . Working Capital Working capital is comprised of current assets less current liabilities, as shown on our unaudited condensed consolidated balance sheets. Increases in our working capital were primarily due to an increase in cash and cash equivalents of$222.3 million and a decrease in accounts payable and accrued liabilities of$142.8 million , partially offset by an increase in deferred revenue of$193.6 million and a decrease in accounts receivable of$168.4 million . We did not see a significant impact on our working capital during this period from the COVID-19 pandemic. Other Commitments - Credit and Term Loan Facilities As ofApril 30, 2021 , we had$89.9 million outstanding balance, net of debt issuance costs, under the Term Loan. Outstanding principal payments under the Term Loan are due as follows: Fiscal year (in thousands) Remainder of fiscal 2021$ 15,000 2022 75,000 Total$ 90,000 As ofOctober 31, 2020 , we had$102.1 million outstanding balance, net of debt issuance costs, under the Term Loan, of which$75.0 million was classified as long-term liabilities. There was no outstanding balance under the Revolver as ofApril 30, 2021 andOctober 31, 2020 . We expect our borrowings under the Revolver will fluctuate from quarter to quarter. Borrowings bear interest at a floating rate based on a margin over our choice of market observable base rates as defined in the Credit Agreement. As ofApril 30, 2021 , borrowings under the Term Loan bore interest at LIBOR +1.125% and the applicable interest rate for the Revolver was LIBOR +1.000%. In addition, commitment fees are payable on the Revolver at rates between 0.125% and 0.200% per year based on our leverage ratio on the daily amount of the revolving commitment. InJuly 2018 , we entered into a 12-year220.0 million RMB (approximately$33.0 million ) credit agreement with a lender inChina to support our facilities expansion. Borrowings bear interest at a floating rate based on the 5 year Loan Prime Rate plus 0.74%. As ofApril 30, 2021 , we had$25.6 million outstanding under the agreement. See Note 9 of Notes to Unaudited Condensed Consolidated Financial Statements for additional information. Other As ofApril 30, 2021 , our cash equivalents consisted of taxable money market mutual funds. We follow an established investment policy and set of guidelines to monitor, manage and limit our exposure to interest rate and credit risk. We proactively manage our cash equivalents balances and closely monitor our capital and stock repurchase expenditures to ensure ample liquidity. Additionally, we believe the overall credit quality of our portfolio is strong, with our global excess cash, and our cash equivalents, invested in banks and securities with a weighted-average credit rating exceeding AA. The majority of our investments are classified as Level 1 or Level 2 investments, as measured under fair value guidance. See Notes 6 and 7 of Notes to Unaudited Condensed Consolidated Financial Statements. We believe that our current cash and cash equivalents, cash generated from operations, and available credit under our Revolver will satisfy our routine business requirements for at least the next 12 months and the foreseeable future. 34
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