For the year ended
2019
2019
2018
2018
2017
2017
Revenue
$23,406
100%
$30,391
100%
$20,322
100%
Cost of goods sold
12,704
54%
12,500
41%
11,886
58%
Gross margin
10,702
46%
17,891
59%
8,436
42%
Selling, general, and administrative
836
4%
813
3%
743
4%
Research and development
2,441
10%
2,141
7%
1,824
9%
Other operating (income) expense, net
49
—%
(57)
—%
1
—%
Operating income
7,376
32%
14,994
49%
5,868
29%
Interest income (expense), net
77
—%
(222)
(1)%
(560)
(3)%
Other non-operating income (expense), net
(405)
(2)%
(465)
(2)%
(112)
(1)%
Income tax (provision) benefit
(693)
(3)%
(168)
(1)%
(114)
(1)%
Equity in net income (loss) of equity method investees
3
—%
(1)
—%
8
—%
Net income attributable to noncontrolling interests
(45)
—%
(3)
—%
(1)
—%
Net income attributable to Micron
$6,313
27%
$14,135
47%
$5,089
25%
results of operations .
consolidated results .
total revenue .
total revenue for 2019 decreased 23 % as compared to 2018 primarily due to pricing declines resulting from the challenging memory market environment in 2019 .
sales of dram products for 2019 decreased 28 % as compared to 2018 primarily due to declines in average selling prices of approximately 30 % resulting from supply and demand imbalances customer inventory corrections and cpu shortages .
sales of nand products for 2019 decreased 12 % as compared to 2018 primarily due to declines in average selling prices in the mid-40 % range resulting from supply and demand imbalances which were partially offset by significant increases in sales volumes .
in addition demand for our nand products was adversely affected by the transition from sata ssds to nvme ssds .
the higher nand sales volumes in 2019 were driven by increases in sales of high-value mobile managed nand products as well as discrete nand products enabled by our execution in ramping 64- and 96-layer tlc 3d nand .
total revenue for 2018 increased 50 % as compared to 2017 .
higher revenue in 2018 for both dram and nand as compared to 2017 were driven by strong execution in delivering high-value products featuring our 1xnm dram and 64-layer 3d nand technologies combined with strong demand for products across our primary markets .
sales of dram products for 2018 increased 64 % from 2017 primarily due to an increase in average selling prices of approximately 35 % and an increase in sales volumes of approximately 20 % as a result of strong market conditions particularly for cloud enterprise mobile and graphics markets combined with increased sales into high-value markets .
sales of nand products for 2018 increased 20 % from 2017 despite declines in average selling prices primarily due to an increase in sales volumes of approximately 30 % driven by increases in sales of high-value ssd and mobile managed nand products enabled by strong demand and our execution in delivering 3d nand products .
overall gross margin .
our overall gross margin percentage decreased to 46 % for 2019 from 59 % for 2018 primarily due to declines in average selling prices partially offset by cost reductions resulting from strong execution in delivering products featuring advanced technologies and from continuous improvement initiatives to reduce production costs .
underutilization of imft assets adversely impacted our gross margin by a per-quarter average of approximately $ 100 million in 2019 and $ 65 million in 2018 and we anticipate the adverse impact of underutilization at imft to increase to approximately $ 150 million per quarter beginning in the first quarter of 2020 .
we continue to evaluate planned technology node transitions capital spending and re-use rates for nand equipment .
based on our preliminary assessment we anticipate changing the depreciable life of our nand equipment from five to seven years beginning in the first quarter of 2020 .
we anticipate this change will reduce our depreciation expense included in cost of goods sold for the first quarter of 2020 by approximately $ 80 million increasing to approximately $ 100 to $ 150 million per quarter for the remainder of 2020 .
our overall gross margin percentage increased to 59 % for 2018 from 42 % for 2017 primarily due to favorable market conditions across key markets combined with strong execution in delivering products featuring advanced technologies including 1xnm dram and 64-layer 3d nand enabling manufacturing cost reductions .
for 2018 as compared to 2017 pricing for dram products increased while manufacturing costs declined and for nand products manufacturing cost reductions outpaced declines in average selling prices .

Question: What caused the decrease of total revenue for 2018 to 2019?

Question: What was the total revenue in 2019?

Question: What drove the increase in revenue for both DRAM and NAND from 2017 to 2018?

Question: What is the proportion of net income over gross margin of the company in 2017?

Question: How does the percentage change of gross margin from 2018 to 2019?

Question: What is the company's total operating expenses in 2019?