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Research and Development (“R&D”), Sales and Marketing, and General and Administrative (“G&A”) Expenses

R&D, sales and marketing, and G&A expenses are summarized in the following table (in millions, except percentages):

Years Ended 2021 vs. 2020

July 31, 2021 July 25, 2020 July 27, 2019

Variance in

Dollars

Variance in

Percent

Research and development . . . . . . . . . . . . . . . . $ 6,549 $ 6,347 $ 6,577 $ 202 3%

Percentage of revenue . . . . . . . . . . . . . . . . . . . 13.1% 12.9% 12.7%

Sales and marketing . . . . . . . . . . . . . . . . . . . . . 9,259 9,169 9,571 90 1%

Percentage of revenue . . . . . . . . . . . . . . . . . . . 18.6% 18.6% 18.4%

General and administrative . . . . . . . . . . . . . . . 2,152 1,925 1,827 227 12%

Percentage of revenue . . . . . . . . . . . . . . . . . . . 4.3% 3.9% 3.5%

Total . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . $ 17,960 $ 17,441 $ 17,975 $ 519 3%

Percentage of revenue . . . . . . . . . . . . . . . . . 36.1% 35.4% 34.6%

Fiscal 2021 had an extra week compared to fiscal 2020. The extra week in fiscal 2021 contributed to the increase in headcountrelated

expenses in our R&D, sales and marketing, and G&A expenses.

R&D Expenses

R&D expenses increased due to higher headcount-related expenses, higher share-based compensation expense, higher

acquisition-related costs and higher contracted services spending, partially offset by lower discretionary spending.

We continue to invest in R&D in order to bring a broad range of products to market in a timely fashion. If we believe that we

are unable to enter a particular market in a timely manner with internally developed products, we may purchase or license

technology from other businesses, or we may partner with or acquire businesses as an alternative to internal R&D.

Sales and Marketing Expenses

Sales and marketing expenses increased primarily due to higher headcount-related expenses, higher contracted services spending

and higher share-based compensation expense, partially offset by lower discretionary spending.

G&A Expenses

G&A expenses increased due to the impact from the gain recognized on the sale of property in fiscal 2020 and higher headcountrelated

expenses.

Effect of Foreign Currency

In fiscal 2021, foreign currency fluctuations, net of hedging, increased the combined R&D, sales and marketing, and G&A

expenses by approximately $214 million, or 1.2%, compared with fiscal 2020.

Amortization of Purchased Intangible Assets

The following table presents the amortization of purchased intangible assets (in millions):

Years Ended July 31, 2021 July 25, 2020 July 27, 2019

Amortization of purchased intangible assets:

Cost of sales . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . $ 716 $ 659 $ 624

Operating expenses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215 141 150

Total . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . $ 931 $ 800 $ 774

The increase in amortization of purchased intangible assets was due largely to the amortization of purchased intangibles from

our recent acquisitions.

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