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Share-Based Compensation Expense (Tables)
12 Months Ended
Oct. 31, 2019
Share-based Payment Arrangement [Abstract]  
Summary of stock option activity The following table is a summary of Ciena’s stock option activity for the periods indicated (shares in thousands):

 
Shares Underlying
Options
Outstanding
 
Weighted
Average
Exercise Price
Balance as of October 31, 2018
276

 
$
33.52

Granted

 

Exercised
(50
)
 
$
24.13

Canceled
(6
)
 
$
37.03

Balance as of October 31, 2019
220

 
$
35.54


Assumptions for awards granted Assumptions for awards granted during fiscal 2019 and fiscal 2018 included the following:
 
Year Ended October 31,
 
2019
 
2018
Expected volatility of Ciena common stock, which is a weighted average of implied volatility and historical volatility
34.10%
 
34.93%
Historical volatility of Ciena common stock
36.80%
 
38.24%
Historical volatility of S&P Networking Index
17.39%
 
17.14%
Correlation coefficient
0.6251
 
0.6597
Expected life in years
2.87
 
2.89
Risk-free interest rate
2.62%
 
1.94%
Expected dividend yield
0.0%
 
0.0%

Summarizes information with respect to stock options outstanding
The following table summarizes information with respect to stock options outstanding at October 31, 2019, based on Ciena’s closing stock price on the last trading day of Ciena’s fiscal 2019 (shares and intrinsic value in thousands):

 
 
 
 
 
 
Options Outstanding and Vested at
 
 
 
 
 
 
October 31, 2019
 
 
 
 
 
 
Number
 
Weighted
Average
Remaining
 
Weighted
 
 
Range of
 
of
 
Contractual
 
Average
 
Aggregate
Exercise
 
Underlying
 
Life
 
Exercise
 
Intrinsic
Price
 
Shares
 
(Years)
 
Price
 
Value
$
6.43

 

 
$
10.50

 
4

 
0.81
 
$
8.42

 
$
117

$
11.34

 

 
$
15.67

 
49

 
2.79
 
$
13.51

 
1,123

$
17.50

 

 
$
19.25

 
11

 
4.6
 
$
18.17

 
202

$
32.06

 

 
$
37.10

 
31

 
3.27
 
$
36.04

 
28

$
41.52

 

 
$
55.63

 
125

 
3.48
 
$
46.47

 

$
6.43

 

 
$
55.63

 
220

 
3.30
 
$
35.54

 
$
1,470


Summary of restricted stock unit activity
The following table is a summary of Ciena’s restricted stock unit activity for the period indicated, with the aggregate fair value of the balance outstanding at the end of each period, based on Ciena’s closing stock price on the last trading day of the relevant period (shares and aggregate fair value in thousands):

 
Restricted
Stock Units
Outstanding
 
Weighted
Average
Grant Date
Fair Value
Per Share
 
Aggregate Fair
Value
Balance as of October 31, 2018
4,402

 
$
22.26

 
$
140,943

Granted
2,057

 
 
 
 
Vested
(2,101
)
 
 
 
 
Canceled or forfeited
(348
)
 
 
 
 
Balance as of October 31, 2019
4,010

 
$
27.94

 
$
146,091


Share-based compensation expense
The following table summarizes share-based compensation expense for the periods indicated (in thousands):

 
Year Ended October 31,
 
2019
 
2018
 
2017
Product cost of goods sold
$
2,868

 
$
2,984

 
$
2,672

Service cost of goods sold
3,175

 
2,616

 
2,487

Share-based compensation expense included in cost of goods sold
6,043

 
5,600

 
5,159

Research and development
14,321

 
13,518

 
12,957

Sales and marketing
16,474

 
14,246

 
12,846

General and administrative
22,841

 
19,709

 
17,321

Share-based compensation expense included in operating expense
53,636

 
47,473

 
43,124

Share-based compensation expense capitalized in inventory, net
57

 
(101
)
 
77

Total share-based compensation
$
59,736

 
$
52,972

 
$
48,360