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SLIDE 1

❉✐st❡♠✿ ❊✈❛❧✉❛t✐♦♥ ♦❢ ❋❛✉❧t ❚♦❧❡r❛♥❝❡ ❛♥❞ ▲♦❛❞ ❇❛❧❛♥❝✐♥❣ ❙tr❛t❡❣✐❡s ✐♥ ❍P❈ ❘✉♥t✐♠❡s t❤r♦✉❣❤ ❊♠✉❧❛t✐♦♥

❈r✐st✐❛♥ ❘✉✐③✱ ❏♦s❡♣❤ ❊♠❡r❛s✱ ❊♠♠❛♥✉❡❧ ❏❡❛♥✈♦✐♥❡ ❛♥❞ ▲✉❝❛s ◆✉ss❜❛✉♠ ■◆❘■❆ ✲ ❋r❛♥❝❡ ▼❛② ✶✽✱ ✷✵✶✻ ✕ ❈❈●❘■❉ ✷✵✶✻

✶ ✴ ✷✶

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SLIDE 2

❍P❈ r✉♥t✐♠❡s

❼ ❆❝❝♦r❞✐♥❣ t♦ t❤❡ ■❊❙P r❡♣♦rt ❛ str♦♥❣ ❡✛♦rt ♠✉st ❜❡ ♠❛❞❡ ♦♥

✐♠♣r♦✈✐♥❣ ❍P❈ s♦❢t✇❛r❡ st❛❝❦s

❼ ❖♥❡ ♦❢ t❤❡ ♠❛✐♥ ♣❛rts ♦❢ t❤✐s st❛❝❦ ✐s ❞❡❞✐❝❛t❡❞ t♦ ❍P❈ r✉♥t✐♠❡ ❼ ❍P❈ r✉♥t✐♠❡ ❡♥❛❜❧❡s t❤❡ ❡①❡❝✉t✐♦♥✱ ♠❛♥❛❣✐♥❣ ❛♥❞ ❞❡❜✉❣❣✐♥❣ ♦❢

♣❛r❛❧❧❡❧ ❛♣♣❧✐❝❛t✐♦♥s

❼ ❖♣❡♥▼P■✱ ❈❤❛r♠✰✰✱ ❈❯❉❆✱ ❡t❝✳

❋♦r t❤✐s ✇♦r❦ ✇❡ ❢♦❝✉s ♦♥ st✉❞②✐♥❣ ❍P❈ r✉♥t✐♠❡s

❉♦♥❣❛rr❛✱ ❏❛❝❦ ❡t ❆❧✳✱ ❚❤❡ ■♥t❡r♥❛t✐♦♥❛❧ ❊①❛s❝❛❧❡ ❙♦❢t✇❛r❡ Pr♦❥❡❝t ❘♦❛❞♠❛♣✱ ■♥t❡r♥❛t✐♦♥❛❧ ❏♦✉r♥❛❧ ♦❢ ❍✐❣❤ P❡r❢♦r♠❛♥❝❡ ❈♦♠♣✉t❡r ❆♣♣❧✐❝❛t✐♦♥s✱ ✷✵✶✶

✷ ✴ ✷✶

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SLIDE 3

❊✈❛❧✉❛t✐♥❣ ❝✉rr❡♥t ❍P❈ r✉♥t✐♠❡s

❙❡✈❡r❛❧ ♣r♦♣❡rt✐❡s t♦ ❡✈❛❧✉❛t❡

❼ Pr♦❣r❛♠♠❛❜✐❧✐t② ❼ ❙❝❛❧❛❜✐❧✐t② ❼ ❋❛✉❧t t♦❧❡r❛♥❝❡ ❼ ▲♦❛❞ ❜❛❧❛♥❝✐♥❣

❲❡ ❢♦❝✉s ♦♥

❼ ❋❛✉❧t t♦❧❡r❛♥❝❡✿ ♠♦r❡ ❝♦♠♣♦♥❡♥ts ⇒ s❤♦rt❡r ▼❚❇❋

✭▼❡❛♥ ❚✐♠❡ ❇❡t✇❡❡♥ ❋❛✐❧✉r❡s✮

❼ ▲♦❛❞ ❜❛❧❛♥❝✐♥❣✿ ❈❧♦✉❞ ❝♦♠♣✉t✐♥❣✱ ●r❡❡♥ ❝♦♠♣✉t✐♥❣✱

❉❛t❛ ❝❡♥t❡rs✬ ♣♦❧✐❝✐❡s

✸ ✴ ✷✶

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SLIDE 4

❍♦✇ ♣❡♦♣❧❡ ❡✈❛❧✉❛t❡ ❍P❈ r✉♥t✐♠❡s❄

❙♦♠❡ ❡①❛♠♣❧❡s

❼ ❆❞✲❤♦❝ s✐♠✉❧❛t♦r ❛♥❞ r❡❛❧ ❛♣♣❧✐❝❛t✐♦♥ tr❛❝❡ ❢r♦♠ ■❇▼ ❇●✴◗

❍❛rs❤✐t❤❛ ▼❡♥♦♥ ❛♥❞ ▲✳ ❱✳ ❑❛❧❡✇✱ ❆ ❉✐str✐❜✉t❡❞ ❉②♥❛♠✐❝ ▲♦❛❞ ❇❛❧❛♥❝❡r ❢♦r ■t❡r❛t✐✈❡ ❆♣♣❧✐❝❛t✐♦♥s✱ ❙❈✬✷✵✶✸

❼ ▲❡✈❡r❛❣✐♥❣ ❉❱❋❙ ♣r♦❝❡ss♦r ❝❛♣❛❜✐❧✐t✐❡s

❖s♠❛♥ ❙❛r♦♦❞ ❡t ❆❧✳✱ ❆ ✬❈♦♦❧✬ ❲❛② ♦❢ ■♠♣r♦✈✐♥❣ t❤❡ ❘❡❧✐❛❜✐❧✐t② ♦❢ ❍P❈ ▼❛❝❤✐♥❡s✱ ❙❈✬✷✵✶✸

❼ ❋♦r ▼P■ ❜❛s❡❞ r✉♥t✐♠❡s✱ ♠♦st ♦❢ t❤❡ ❡①♣❡r✐♠❡♥ts ❛r❡ ❞♦♥❡ ✉s✐♥❣ r❡❛❧

♣❧❛t❢♦r♠s

✹ ✴ ✷✶

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SLIDE 5

❊✈❛❧✉❛t✐♥❣ ❝✉rr❡♥t ❍P❈ r✉♥t✐♠❡s

❼ ❈❛rr②✐♥❣ ♦✉t ❡✈❛❧✉❛t✐♦♥ ✉♥❞❡r ❝♦♠♣❧❡① r❡❛❧✐st✐❝ ❝♦♥❞✐t✐♦♥s ✐s ❤❛r❞ ❼ ❙✐♠✉❧❛t♦r✿

❼ s✐♠♣❧✐✜❡❞ ❛ss✉♠♣t✐♦♥s ❼ ❧♦✇❡r r❡❛❧✐s♠ ❼ ♥♦t ♣♦ss✐❜❧❡ t♦ r✉♥ ❛ ❝♦♠♣❧❡t❡ s♦❢t✇❛r❡ st❛❝❦

❼ ❘❡❛❧ ♣❧❛t❢♦r♠✿

❼ ❡①♣❡♥s✐✈❡ ❼ ❧❛❝❦s ♦❢ r❡♣r♦❞✉❝✐❜✐❧✐t②

✺ ✴ ✷✶

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SLIDE 6

❖✉t❧✐♥❡

✶ ❉✐st❡♠ ✷ ❊①♣❡r✐♠❡♥t❛❧ r❡s✉❧ts ✸ ❈♦♥❝❧✉s✐♦♥s

✻ ✴ ✷✶

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SLIDE 7

❉✐st❡♠

❆♥ ❡♠✉❧❛t♦r ❢♦r ❞✐str✐❜✉t❡❞ s②st❡♠s

❚❛❦❡ ②♦✉r r❡❛❧ ❛♣♣❧✐❝❛t✐♦♥ ❘✉♥ ✐t ♦♥ ❛ ❝❧✉st❡r ❆♥❞ ✉s❡ ❉✐st❡♠ t♦ ❛❧t❡r t❤❡ ♣❧❛t❢♦r♠ s♦ ✐t ♠❛t❝❤❡s t❤❡ ❡①♣❡r✐♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s ②♦✉ ♥❡❡❞

❍❡t❡r♦❣❡♥❡♦✉s ♥♦❞❡s ▲♦♥❣ ❞✐st❛♥❝❡ ♥❡t✇♦r❦s ❋❛✉❧ts✱ ♣❡r❢✳ ✈❛r✐❛t✐♦♥s

  • r✐❞✱ ❈❧♦✉❞✱ P✷P ❢❡❛t✉r❡s

✳ ✳ ✳

✼ ✴ ✷✶

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SLIDE 8

❉✐st❡♠ ❢❡❛t✉r❡s

❚❤❡ ❢❡❛t✉r❡s ♦❢ ❉✐st❡♠ ✐♥❝❧✉❞❡✿

❼ r✉♥♥✐♥❣ ♠❛♥② ✈✐rt✉❛❧ ♥♦❞❡s ♦♥ ❡❛❝❤ ♣❤②s✐❝❛❧ ♥♦❞❡ ❼ ❡♠✉❧❛t✐♦♥ ♦❢ ❈P❯ ♣❡r❢♦r♠❛♥❝❡✱ ♥❡t✇♦r❦ t♦♣♦❧♦❣✐❡s✱ ■✴❖ s♣❡❡❞

❉✐st❡♠ ✉s❡s ♠♦❞❡r♥ ▲✐♥✉① ❢✉♥❝t✐♦♥❛❧✐t②✿

❼ ▲✐♥✉① ❝♦♥t❛✐♥❡rs ❼ ❝♦♥tr♦❧ ❣r♦✉♣s ❼ ❈P❯ ❢r❡q✉❡♥❝② s❝❛❧✐♥❣ ❼ tr❛✣❝ ❝♦♥tr♦❧ ❼ ■✴❖ t❤r♦tt❧✐♥❣

✽ ✴ ✷✶

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SLIDE 9

■♥ t❤✐s ✇♦r❦

❲❡ ✐♥t❡❣r❛t❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣ ✐♠♣r♦✈❡♠❡♥ts ✐♥ ♦r❞❡r t♦ ♠❛❦❡ ♣♦ss✐❜❧❡ t❤❡ ❡✈❛❧✉❛t✐♦♥ ♦❢ ❍P❈ r✉♥t✐♠❡s✿

❼ ❊✈♦❧✈✐♥❣ ❡①♣❡r✐♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s ❼ ❋❛✐❧✉r❡ ✐♥❥❡❝t✐♦♥ ❢r❛♠❡✇♦r❦ ❼ ❊✈❡♥t ✐♥❥❡❝t✐♦♥ ❢r❛♠❡✇♦r❦

✾ ✴ ✷✶

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SLIDE 10

❊✈♦❧✈✐♥❣ ❡①♣❡r✐♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s

❼ ❍❡t❡r♦❣❡♥❡♦✉s ❝♦♥❞✐t✐♦♥s ❝❛♥ ❜❡ ❝r❡❛t❡❞✿ ❈P❯ ❢r❡q✉❡♥❝✐❡s✱ ❞✐✛❡r❡♥t

■❖ ❛♥❞ ♥❡t✇♦r❦ ❝❛♣❛❜✐❧✐t✐❡s

❼ ❚❤❡s❡ ❢❡❛t✉r❡s ❝❛♥ ❜❡ ✉♣❞❛t❡❞ ❞②♥❛♠✐❝❛❧❧② ❼ ❚❤✐s ✐s ✉s❡❢✉❧ t♦ ❛❝❤✐❡✈❡ ❝♦♠♣❧❡① ❡①♣❡r✐♠❡♥ts ✇❤❡r❡ t❤❡ ♣❧❛t❢♦r♠ ✐s

♠♦❞✐✜❡❞✱ ❧✐❦❡ ✐t ❝♦✉❧❞ ❤❛♣♣❡♥❡❞ ✐♥ r❡❛❧✐t②

✶✵ ✴ ✷✶

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SLIDE 11

❋❛✐❧✉r❡ ✐♥❥❡❝t✐♦♥ ❢r❛♠❡✇♦r❦

❼ ❲❡ t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t ❢❛✐❧✉r❡s t❤❛t ♣r♦✈♦❦❡ ❛ ❧♦st ♦❢ t❤❡ ♥♦❞❡ ✭✈❡r②

❝♦♠♠♦♥ ❢❛✐❧✉r❡s✮

❼ ◆♦❞❡s ❝❛♥ ❜❡ ❧♦st ✐♥ t❤r❡❡ ❞✐✛❡r❡♥t ✇❛②s✿

❼ ●r❛❝❡❢✉❧✿ t❤❡ ♥♦❞❡ ✐s s❤✉t ❞♦✇♥ ❝❧❡❛♥❧②✱ ✉s✐♥❣ ❛♥ ♦♣❡r❛t✐♥❣ s②st❡♠

❝♦♠♠❛♥❞

❼ ❙♦❢t✿ t❤❡ ♥♦❞❡ ✐s ❢♦r❝❡❞ t♦ s❤✉t ❞♦✇♥ ❼ ❍❛r❞✿ t❤❡ ♥♦❞❡ ❢❛✐❧❡❞ ❛❜r✉♣t❧②

❼ ❲❡ ❞♦ ♥♦t t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t ❜②③❛♥t✐♥❡ ❢❛✐❧✉r❡s

✶✶ ✴ ✷✶

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SLIDE 12

❊✈❡♥t ✐♥❥❡❝t✐♦♥ ❢r❛♠❡✇♦r❦

❼ ■♥❝r❡❛s❡ t❤❡ r❡♣r♦❞✉❝✐❜✐❧✐t② ♦❢ ❡①♣❡r✐♠❡♥ts ❼ ❉✐st❡♠ s✉♣♣♦rts t❤❡ ❢♦❧❧♦✇✐♥❣ ♠♦❞✐✜❝❛t✐♦♥s ❢♦r ❛ ❣✐✈❡♥ s❡t ♦❢ ♥♦❞❡s✿

❼ ❈P❯ ❢r❡q✉❡♥❝② ❼ ◆❡t✇♦r❦ ❝❛♣❛❜✐❧✐t✐❡s ✭❧❛t❡♥❝② ❛♥❞ ❜❛♥❞✇✐❞t❤✮ ❼ ❋❛✐❧✉r❡s

❼ ❚❤❡s❡ ♠♦❞✐✜❝❛t✐♦♥s ❝❛♥ ❜❡ ✐♥❥❡❝t❡❞ ✉s✐♥❣ ❛ ❞❡t❡r♠✐♥✐st✐❝ ❜❡❤❛✈✐♦r ♦r

✉s✐♥❣ ❛ ♣r♦❜❛❜✐❧✐st✐❝ ❞✐str✐❜✉t✐♦♥

✶✷ ✴ ✷✶

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SLIDE 13

❖✉t❧✐♥❡

✶ ❉✐st❡♠ ✷ ❊①♣❡r✐♠❡♥t❛❧ r❡s✉❧ts ✸ ❈♦♥❝❧✉s✐♦♥s

✶✸ ✴ ✷✶

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SLIDE 14

❊①♣❡r✐♠❡♥t s❡t✉♣

❼ ❲❡ ❡✈❛❧✉❛t❡ ❈❤❛r♠✰✰✱ ❖♣❡♥▼P■ ❛♥❞ ▼P■❈❍ r✉♥t✐♠❡s ❼ ❈❤❛r♠✰✰✿ ❏❛❝♦❜✐✸❉ ❛♥❞ ❙t❡♥❝✐❧✸❉ ❼ ▼P■✲❜❛s❡❞ r✉♥t✐♠❡s✿ ◆❆❙ ♣❛r❛❧❧❡❧ ❜❡♥❝❤♠❛r❦s ❼ ✸ ●r✐❞✬✺✵✵✵ ❝❧✉st❡rs ❧♦❝❛t❡❞ ✐♥ t✇♦ s✐t❡s ❼ ❊①♣❡r✐♠❡♥t❛❧ ❡✈❛❧✉❛t✐♦♥✿

❼ ❋❛✐❧✉r❡ ❞❡t❡❝t✐♦♥ ♦❢ ❍P❈ r✉♥t✐♠❡s ❼ ❱❛❧✐❞✐t② ♦❢ ❢❛✉❧t ✐♥❥❡❝t✐♦♥ ♠❡❝❤❛♥✐s♠ ❼ ❊✈❛❧✉❛t✐♦♥ ♦❢ ❧♦❛❞ ❜❛❧❛♥❝✐♥❣ str❛t❡❣✐❡s ✐♥ ❈❤❛r♠✰✰

✶✹ ✴ ✷✶

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SLIDE 15

❋❛✐❧✉r❡ ❞❡t❡❝t✐♦♥ ♦❢ ❍P❈ r✉♥t✐♠❡s

❼ ❲❡ r✉♥ ❛♥ ❛♣♣❧✐❝❛t✐♦♥ ♦♥ t♦♣ ♦❢ t❤❡ ❍P❈ r✉♥t✐♠❡ ❼ ❲❡ ✐♥❥❡❝t ❞✐✛❡r❡♥t t②♣❡s ♦❢ ❢❛✉❧ts ❛♥❞ ♦❜s❡r✈❡ ❤♦✇ t❤❡ ❍P❈ r✉♥t✐♠❡

r❡❛❝ts

❋❛✐❧✉r❡ ❘✉♥t✐♠❡ ❈❤❛r♠✰✰ ❖♣❡♥▼P■ ▼P■❈❍ ❉❡t❡❝t❡❞ ❆❝t✐♦♥ ❉❡t❡❝t❡❞ ❆❝t✐♦♥ ❉❡t❡❝t❡❞ ❆❝t✐♦♥

  • r❛❝❡❢✉❧

❨❡s ❈ ❨❡s ❍ ❨❡s ❊ ❙♦❢t ❨❡s ❈ ❨❡s ❍ ❨❡s ❊ ❍❛r❞ ◆♦ ✲ ❨❡s ❍ ❨❡s ❊

❚❛❜❧❡✿ ❋❛✐❧✉r❡ ❞❡t❡❝t✐♦♥✳ ❈ r❡❢❡rs t♦ t❤❡ r♦❧❧✲❜❛❝❦ ♦❢ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ t♦ t❤❡ ♣r❡✈✐♦✉s ❝❤❡❝❦♣♦✐♥t✱ ❍ r❡❢❡rs t♦ t❤❡ ❢❛❝t t❤❛t ♣r♦❝❡ss❡s ❤❛♥❣✱ ❊ r❡❢❡rs t♦ t❤❡ t❡r♠✐♥❛t✐♦♥ ♦❢ ▼P■ ♣r♦❝❡ss❡s

✶✺ ✴ ✷✶

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SLIDE 16

❱❛❧✐❞✐t② ♦❢ ❢❛✉❧t ✐♥❥❡❝t✐♦♥ ♠❡❝❤❛♥✐s♠

❼ ❲❡ r✉♥ ❏❛❝♦❜✐✸❉ ❛♣♣❧✐❝❛t✐♦♥ ✉s✐♥❣ ✻✹ ♥♦❞❡s✱ r✉♥♥✐♥❣ ✶ ❈❤❛r♠✰✰

♣r♦❝❡ss ♣❡r ♥♦❞❡

❼ ❉✐✛❡r❡♥t ❞❡❣r❡❡s ♦❢ ♦✈❡rs✉❜s❝r✐♣t✐♦♥ ❼ ❲❡ ✉s❡ t❤❡ ❡✈❡♥t ✐♥❥❡❝t✐♦♥ ❢r❛♠❡✇♦r❦ t♦ ✐♥❥❡❝t t❤❡ s❛♠❡ tr❛❝❡ ❢♦r ❛❧❧

❝❛s❡s

▼❡❝❤❛♥✐s♠ ✪ t❡r♠✐♥❛t✐♦♥ ▼❡❛♥ ✇❛❧❧t✐♠❡ ✭s❡❝s✮ ❈❤❛r♠✰✰ ■♥❥❡❝t✐♦♥ ✶✵✵✪ ✷✻✽✳✺✺ ❘❡❛❧ ■♥❥❡❝t✐♦♥ ✻✻✪ ✷✻✼✳✶✾ ❉✐st❡♠ ✶✈♥✴♥♦❞❡ ✺✻✪ ✷✽✻✳✹✸ ❉✐st❡♠ ✷✈♥✴♥♦❞❡ ✺✵✪ ✷✽✼✳✵✺ ❉✐st❡♠ ✹✈♥✴♥♦❞❡ ✺✻✪ ✷✾✹✳✹✺

❚❛❜❧❡✿ P❡r❝❡♥t❛❣❡ ♦❢ s✉❝❝❡ss❢✉❧ ❛♣♣❧✐❝❛t✐♦♥ ❡①❡❝✉t✐♦♥s

✶✻ ✴ ✷✶

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SLIDE 17

❊✈❛❧✉❛t✐♥❣ ❧♦❛❞ ❜❛❧❛♥❝✐♥❣ str❛t❡❣✐❡s ✐♥ ❈❤❛r♠✰✰

❼ ❲❡ ❝r❡❛t❡ ❛ ♣❧❛t❢♦r♠ ❝♦♠♣♦s❡❞ ✶✷✽ ✈♥♦❞❡s ❞✐str✐❜✉t❡❞ ♦✈❡r ✽ ♣❤②s✐❝❛❧

♥♦❞❡s✳

❼ ❲❡ ❡①♣❡r✐♠❡♥t ✇✐t❤ t✇♦ ❞✐✛❡r❡♥t s❝❡♥❛r✐♦s✿

❼ ❍❡t❡r♦❣❡♥❡♦✉s✿ ❤❛❧❢ ♦❢ t❤❡ ✈♥♦❞❡s ❤❛✈❡ ❛ ❈P❯ ❝❧♦❝❦ r❡❞✉❝❡❞ t♦ ✺✵ ✪ ❼ ❉②♥❛♠✐❝✿ t❤❡ ❛✈❛✐❧❛❜❧❡ ❈P❯ ♣♦✇❡r ♦❢ ❛ s✉❜✲♣❛rt ♦❢ t❤❡ ✈♥♦❞❡s ✐s

❞②♥❛♠✐❝✳

❚❤❡ ❡✈❡♥t ✐♥❥❡❝t✐♦♥ ❢r❛♠❡✇♦r❦ ✇❛s ✉s❡❞ t♦ ❛✉t♦♠❛t❡ t❤❡ ❝r❡❛t✐♦♥ ♦❢ t❤❡s❡ s❝❡♥❛r✐♦s

✶✼ ✴ ✷✶

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SLIDE 18

❊✈❛❧✉❛t✐♥❣ ❧♦❛❞ ❜❛❧❛♥❝✐♥❣ str❛t❡❣✐❡s ✐♥ ❈❤❛r♠✰✰

❘✉♥♥✐♥❣ ❙t❡♥❝✐❧✸❉ ✉s✐♥❣ ✶✷✽ ♣r♦❝❡ss❡s ✐♥ t❤❡ ❤❡t❡r♦❣❡♥❡♦✉s ♣❧❛t❢♦r♠

25 50 75 100 50 100 vnode id CPU utilization [%]

❋✐❣✉r❡✿ ▲❇❖✛ ❲❛❧❧t✐♠❡✿ ✸✹✶ s❡❝s

25 50 75 100 50 100 vnode id CPU utilization [%]

❋✐❣✉r❡✿ ❘❡✜♥❡▲❇ ❲❛❧❧t✐♠❡✿ ✸✷✵ s❡❝s

25 50 75 100 50 100 vnode id CPU utilization [%]

❋✐❣✉r❡✿ ❍②❜r✐❞ ❲❛❧❧t✐♠❡✿ ✸✺✻ s❡❝s

✶✽ ✴ ✷✶

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SLIDE 19

❊✈❛❧✉❛t✐♥❣ ❧♦❛❞ ❜❛❧❛♥❝✐♥❣ str❛t❡❣✐❡s ✐♥ ❈❤❛r♠✰✰

❘✉♥♥✐♥❣ ❙t❡♥❝✐❧✸❉ ✉s✐♥❣ ✶✷✽ ♣r♦❝❡ss❡s ✐♥ t❤❡ ❞②♥❛♠✐❝ ♣❧❛t❢♦r♠

25 50 75 100 50 100 vnode id CPU utilization [%]

❋✐❣✉r❡✿ ▲❇❖✛ ❲❛❧❧t✐♠❡✿ ✸✹✼ s❡❝s

25 50 75 100 50 100 vnode id CPU utilization [%]

❋✐❣✉r❡✿ ❘❡✜♥❡▲❇ ❲❛❧❧t✐♠❡✿ ✸✷✷ s❡❝s

25 50 75 100 50 100 vnode id CPU utilization [%]

❋✐❣✉r❡✿ ❍②❜r✐❞ ❲❛❧❧t✐♠❡✿ ✸✺✾ s❡❝s

✶✾ ✴ ✷✶

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SLIDE 20

❖✉t❧✐♥❡

✶ ❉✐st❡♠ ✷ ❊①♣❡r✐♠❡♥t❛❧ r❡s✉❧ts ✸ ❈♦♥❝❧✉s✐♦♥s

✷✵ ✴ ✷✶

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SLIDE 21

❈♦♥❝❧✉s✐♦♥s

❼ ❇❡✐♥❣ ❛❜❧❡ t♦ ❡①❡❝✉t❡ ❡①♣❡r✐♠❡♥ts ♦♥ ❛ ❧❛r❣❡ s❡t ♦❢ ♣❧❛t❢♦r♠

❝♦♥✜❣✉r❛t✐♦♥s ✐♥ ❛ r❡♣❡❛t❛❜❧❡ ✇❛② ✐s ❛ s♦✉♥❞ ❜❛s✐s t♦ ❞❡s✐❣♥ ❛♥❞ ✐♠♣r♦✈❡ t❤❡ ❍P❈ r✉♥t✐♠❡s ✐♥ t❤❡ ❢✉t✉r❡

❼ ❉✐st❡♠✿

❼ ♦✛❡rs r❡❛❧✐st✐❝ ❡①♣❡r✐♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s ❼ s✐♠♣❧✐✜❡❞ t❤❡ ✉♥❝♦✈❡r✐♥❣ ♦❢ ♣r♦❜❧❡♠s ✐♥ t❤❡ ❢❛✐❧✉r❡ ❤❛♥❞❧✐♥❣ ❢♦r ✇✐❞❡❧②

✉s❡❞ ❍P❈ r✉♥t✐♠❡s

❼ ❡♥❛❜❧❡s ❡①♣❡r✐♠❡♥t❡rs t♦ ❡❛s✐❧② s✐♠✉❧❛t❡ ♣❡rt✉r❜❛t✐♦♥s ❛♥❞

❤❡t❡r♦❣❡♥❡✐t② ♦❢ ♥♦❞❡s

✷✶ ✴ ✷✶