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IDEAL-TRAFFIC : a self-adaptive management framework for building monitoring applications with support to network topology changes.

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Academic year: 2021

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dŚĞĞǀŽůƵƚŝŽŶĂŶĚĚŝƐƐĞŵŝŶĂƚŝŽŶŽĨŶĞƚǁŽƌŬĐŽŵŵƵŶŝĐĂƚŝŽŶƚĞĐŚŶŽůŽŐLJĂŶĚƚŚĞ ĂĚǀĂŶĐĞĚƐƚĂƚƵƐŽĨĞŵďĞĚĚĞĚĚĞǀŝĐĞƐĞŶĐŽƵƌĂŐĞƚŚĞĐƌĞĂƚŝŽŶŽĨƐŽůƵƚŝŽŶƐĨŽƌ ŵŽŶŝƚŽƌŝŶŐĐŝƚŝĞƐŝŶǀĂƌŝŽƵƐĞŶǀŝƌŽŶŵĞŶƚƐ͘ŶĚͲƵƐĞƌƐĐĂŶďĞŶĞĨŝƚĨƌŽŵĂƉƉůŝĐĂƚŝŽŶƐƚŚĂƚ ĚĞůŝǀĞƌŝŶĨŽƌŵĂƚŝŽŶŝŶƌĞĂůƚŝŵĞ͘KŶƚŚĞŽƚŚĞƌŚĂŶĚ͕ĂĚŵŝŶŝƐƚƌĂƚŝŶŐƚŚĞƐĞĂƉƉůŝĐĂƚŝŽŶƐŝƐ ŶŽƚĂƚƌŝǀŝĂůƚĂƐŬ͘ŽŵƉŽŶĞŶƚƐŵĂLJĨĂŝůĂŶĚŝŶǀĂůŝĚĂƚĞĂŶĂƉƉůŝĐĂƚŝŽŶ͘/ŶƚŚŝƐĞƐƐĂLJǁĞ ƉƌĞƐĞŶƚ/>ͲdZ&&/͗ĂĨƌĂŵĞǁŽƌŬďĂƐĞĚŽŶ^KĂƌĐŚŝƚĞĐƚƵƌĞǁŝƚŚŵŽĚƵůĞƐƚŽ ŵĂŶĂŐĞƚŚĞƐƚĂƚĞŽĨƚŚĞƐĞƌǀŝĐĞ͘/>ͲdZ&&/ƉƌŽǀŝĚĞƐĂƐŝŵƉůĞŝŶƚĞƌĨĂĐĞƚŚĂƚĞŶĂďůĞƐ ƚŚĞƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌƚŽĐƌĞĂƚĞĂƉƉůŝĐĂƚŝŽŶƐĂŶĚƚŽŵĂŬĞƚŚĞŵĂǀĂŝůĂďůĞƚŽƚŚĞƵƐĞƌ͘ ƐĞůĨͲĂĚĂƉƚĂƚŝŽŶƉƌŽĐĞƐƐŝƐŶĞĐĞƐƐĂƌLJŝŶŽƌĚĞƌƚŽĞŶƐƵƌĞƋƵĂůŝƚLJŽĨƐĞƌǀŝĐĞƐ͘/ŶŽƌĚĞƌƚŽ ŵĂdžŝŵŝnjĞƌĞƐŽƵƌĐĞƐƵƐĂŐĞ͕ĂƉƌŽĐĞƐƐŽĨƌĞĂĚĂƉƚĂƚŝŽŶ ŝƐĞŵďĞĚĚĞĚ͘dŚĞƐĞĂƉƉƌŽĂĐŚĞƐ ĨŽůůŽǁƚŚĞƌƵůĞƐŽĨƚŚĞĂƉƉůŝĐĂƚŝŽŶΖƐƌĞƋƵŝƌĞŵĞŶƚƐĂŶĚĚŽŶŽƚĚĞƉĞŶĚŽŶŚƵŵĂŶ ŝŶƚĞƌǀĞŶƚŝŽŶ͘

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dŚĞĚĞŵĂŶĚĨŽƌŵŽŶŝƚŽƌŝŶŐĂƉƉůŝĐĂƚŝŽŶƐŚĂƐŝŶĐƌĞĂƐĞĚŝŶƌĞĐĞŶƚLJĞĂƌƐ͘Ζ^ŵĂƌƚĐŝƚŝĞƐΖŝƐĂ ƚĞƌŵƵƐĞĚĨŽƌĂŶĞŵĞƌŐĞŶƚĂƌĞĂĐŽŵƉŽƐĞĚďLJƐĞǀĞƌĂůƐƵďͲĂƌĞĂƐǁŚŝĐŚŐĞŶĞƌĂƚĞ ƌĞƐĞĂƌĐŚĞƐĂŶĚŶŽǀĞůƐŽůƵƚŝŽŶƐĨŽƌƵƐĞƌΖƐĐŽŶǀĞŶŝĞŶĐĞ͘ĂƚĂƐƚƌŽƉŚĞƐĂůĞƌƚƐ͕ŝŶƚĞƌŶĂů ƉĞŽƉůĞĨůŽǁŝŶĂďƵŝůĚŝŶŐ͕ƌŽĂĚƚƌĂĨĨŝĐĐŽŶĚŝƚŝŽŶƐ͕ĂŵŽŶŐŽƚŚĞƌƐ͕ĂƌĞĞdžĂŵƉůĞƐŽĨƐĞƌǀŝĐĞƐ ƚŚĂƚĐŽƵůĚďĞƉƌŽǀŝĚĞĚďLJŵŽŶŝƚŽƌŝŶŐŝŶĨƌĂƐƚƌƵĐƚƵƌĞƐ͘ DĂŶĂŐŝŶŐƚŚŝƐŝŶĨƌĂƐƚƌƵĐƚƵƌĞŝƐŶŽƚĂƐŝŵƉůĞƚĂƐŬ͘dŚĞĐŚĂůůĞŶŐĞŝƐƚŽƉƌŽǀŝĚĞƚĞĐŚŶŽůŽŐLJ ƚŚĂƚƐƵƉƉŽƌƚƐƚŚĞŝŶĐƌĞĂƐŝŶŐĚĞŵĂŶĚŽĨĂƉƉůŝĐĂƚŝŽŶƐǁŚŝůĞĞŶƐƵƌŝŶŐĂŵŝŶŝŵƵŵůĞǀĞůŽĨ ƋƵĂůŝƚLJŽĨƐĞƌǀŝĐĞƐ;YŽ^Ϳ͘&ƵƌƚŚĞƌŵŽƌĞ͕ƐŽůƵƚŝŽŶƐĨŽƵŶĚŶĞĞĚƚŽƉƌŽǀŝĚĞĨĂƵůƚƚŽůĞƌĂŶĐĞ͕ ƚƌĂŶƐƉĂƌĞŶĐLJ͕ŝŶƚĞƌŽƉĞƌĂďŝůŝƚLJ͕ŚĞƚĞƌŽŐĞŶĞŝƚLJĂŶĚĂďŝůŝƚLJƚŽďƵŝůĚĂŶĚŵĂŶĂŐĞƐĞƌǀŝĐĞƐ͘

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dŚĞƌĞĨŽƌĞ͕ǁĞŝŶƚƌŽĚƵĐĞƚŚĞ/>ͲdZ&&/ĨƌĂŵĞǁŽƌŬ͕ďĂƐĞĚŽŶ^KĂƌĐŚŝƚĞĐƚƵƌĞ͘ />ͲdZ&&/ŝƐĂĨƌĂŵĞǁŽƌŬƚŚĂƚĂůůŽǁƐƵƐĞƌƐƚŽĂĐĐĞƐƐĂǀĂŝůĂďůĞƐĞƌǀŝĐĞƐ͕ĂŶĚ ƉƌŽǀŝĚĞƐƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌƐǁŝƚŚĂŶŝŶƚĞƌĨĂĐĞƚŽďƵŝůĚ^ĞƌǀŝĐĞƐŽŵƉŽƐŝƚŝŽŶ;^ͿƚŚĂƚ ŵĂŬĞƐƵƉŽƚŚĞƌĂƉƉůŝĐĂƚŝŽŶƐ͘/>ͲdZ&&/ŝƐĂƚŽƉŽůŽŐLJďĂƐĞĚŶĞƚǁŽƌŬ͕ǁŚŝĐŚĞŶĂďůĞƐ ƚŚĞďƵŝůĚŝŶŐŽĨĂƉƉůŝĐĂƚŝŽŶƐŝŶƌĞĂůƚŝŵĞǁŝƚŚŽƵƚŝŶƐƚĂůůŝŶŐŚĂƌĚǁĂƌĞŽƌƐŽĨƚǁĂƌĞ͕ĂŶĚ ǁŝƚŚŽƵƚƚƵƌŶŝŶŐŝƚŽĨĨ͕ĞdžĐĞƉƚĂƚƚŚĞĚŝƐĐƌĞƚŝŽŶŽĨƚŚĞƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌ͘ ŶŽƚŚĞƌŝŵƉŽƌƚĂŶƚĨĞĂƚƵƌĞŝƐƚŚĞƐĞůĨͲĂĚĂƉƚĂƚŝŽŶƉƌŽĐĞƐƐǁŚŝĐŚĚŽĞƐŶŽƚĚĞƉĞŶĚŽŶ ŚƵŵĂŶŝŶƚĞƌĂĐƚŝŽŶ͘ůƚŚŽƵŐŚƚŚĞƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌĐĂŶĚĞĨŝŶĞƌƵůĞƐƚŽĐĂƌƌLJŽƵƚƚŚĞ ĂĚĂƉƚŝŽŶƉƌŽĐĞƐƐ͕/>ͲdZ&&/ŚĂƐĂƵƚŽŶŽŵLJƚŽƉĞƌĨŽƌŵĐŚĂŶŐĞƐďĂƐĞĚŽŶƚŚĞƐĞ ƌƵůĞƐ͘dŚĞŶĞƚǁŽƌŬƚŽƉŽůŽŐLJƐƚĂƚƵƐŝƐƵƐĞĚŝŶƚŚĞĂĚĂƉƚĂƚŝŽŶƉƌŽĐĞƐƐ͘

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ĚĂƉƚĂďŝůŝƚLJ͗ĚĂƉƚĂƚŝŽŶĐĂŶĞŶƐƵƌĞƚŚĞĨŽůůŽǁŝŶŐƌĞƋƵŝƐŝƚĞƐ͗&ĂƵůƚdŽůĞƌĂŶĐĞŽĨƐLJƐƚĞŵ ;ǁŚĞŶĞǀĞƌ ƚŚĞƌĞ ŝƐ ĞůĞŵĞŶƚ ĨĂŝůƵƌĞͿ͖ ƚŚĞ ŝŶĐƌĞĂƐĞ ŽĨ ƋƵĂůŝƚLJ ŽĨ ƐĞƌǀŝĐĞ ;YŽ^Ϳ ĚĞůŝǀĞƌLJ ĂŶĚ ;ǁŚĞŶĞǀĞƌƚŚĞƌĞŝƐĞůĞŵĞŶƚĨĂŝůƵƌĞͿ͖ƚŚĞŝŶĐƌĞĂƐĞŽĨƋƵĂůŝƚLJŽĨƐĞƌǀŝĐĞ;YŽ^ͿĚĞůŝǀĞƌLJ͕ĂŶĚ ĐŽŶƐĞƋƵĞŶƚůLJƚŚĞŝŶĐƌĞĂƐĞŽĨƐĞƌǀŝĐĞůĞǀĞůĂŐƌĞĞŵĞŶƚ;^>Ϳ͖ƚŚĞƉƌŽŵŽƚŝŽŶŽĨŵĞĐŚĂŶŝƐŵƐƚŚĂƚ ĐĂŶƐĂǀĞĞŶĞƌŐLJŝŶƚŚĞƉƌĞƐĞŶĐĞŽĨƵƐĞĞŵďĞĚĚĞĚĂƌĐŚŝƚĞĐƚƵƌĞ͕ĂŶĚůĂƐƚůLJ͕ƚŚĞďĞƚƚĞƌŵĞŶƚŽĨƚŚĞ ƵƐĞŽĨƚŚĞƌĞƐŽƵƌĐĞƐ͘ ,ĞƚĞƌŽŐĞŶĞŝƚLJ͗ ƐLJƐƚĞŵŝƐŚĞƚĞƌŽŐĞŶĞŽƵƐǁŚĞŶŝƚƌƵŶƐŝŶĚŝĨĨĞƌĞŶƚŚĂƌĚǁĂƌĞ;ĞŵďĞĚĚĞĚ͕W͕ ^ĞƌǀĞƌ͕tŽƌŬƐƚĂƚŝŽŶͿ͕ǁŝƚŚĚŝĨĨĞƌĞŶƚƐŽĨƚǁĂƌĞ;ŶĚƌŽŝĚ͕tŝŶĚŽǁƐ͕>ŝŶƵdžͿĂŶĚŝƐĂǀĂŝůĂďůĞŝŶ ƐĞǀĞƌĂůĐŽŵŵƵŶŝĐĂƚŝŽŶŶĞƚǁŽƌŬƐ;ƚŚĞƌŶĞƚ͕tŝ&ŝ͕hdD^Ϳ͘ /ŶƚĞƌŽƉĞƌĂďŝůŝƚLJ͗ dŚĞƐLJƐƚĞŵŝƐĂďůĞƚŽĞƐƚĂďůŝƐŚĐŽŶŶĞĐƚŝŽŶǁŝƚŚŽƚŚĞƌĐŽŵƉŽŶĞŶƚƐǁŝƚŚƌĞŐĂƌĚ ƚŽĐƌĞĂƚŝŶŐŵŽŶŝƚŽƌŝŶŐƐŽůƵƚŝŽŶƐ͕ŝƚŝƐĐŽŵŵŽŶƚŽĨŝŶĚůĞŐĂĐLJƐLJƐƚĞŵƐƚŚĂƚŵĂLJďĞƵƐĞĚƚŽŐĞƚŚĞƌ ǁŝƚŚŶĞǁƚĞĐŚŶŽůŽŐŝĞƐ͘/ŶƚŚĞƐĞĐĂƐĞƐ͕ƚŚĞůĞŐĂĐLJƐLJƐƚĞŵŵƵƐƚŚĂǀĞĂŶŝŶƚĞƌĨĂĐĞƚŚĂƚŝƐĂďůĞƚŽ ĐŽŶŶĞĐƚƚŽƚŚĞŝŶƚĞƌĨĂĐĞĂǀĂŝůĂďůĞŝŶƚŚĞ/>ͲdZ&&/͘ ^ĐĂůĂďŝůŝƚLJ͗ dŚĞƌĞĂƌĞƚŚƌĞĞĚŝĨĨĞƌĞŶƚƐĐĂůĂďůĞǁĂLJƐƚŽŵĞĂƐƵƌĞĚŝƐƚƌŝďƵƚĞĚƐLJƐƚĞŵƐ͘&ŝƌƐƚ͕ƚŚĞƐŝnjĞ ŽĨƚŚĞĚŝƐƚƌŝďƵƚĞĚƐLJƐƚĞŵ͘^ĞĐŽŶĚ͕ƚŚĞŐĞŽŐƌĂƉŚŝĐĂůƐŝnjĞǁŚĞŶƚŚĞƵƐĞƌƐĂŶĚƌĞƐŽƵƌĐĞƐĂƌĞ ĚŝƐƚĂŶƚ͘dŚŝƌĚ͕ƚŚĞĂĚŵŝŶŝƐƚƌĂƚŝǀĞƐĐĂůĂďŝůŝƚLJŵĞĂŶƐƚŚĂƚƚŚĞĚŝƐƚƌŝďƵƚĞĚƐLJƐƚĞŵƐĐŽŶƚŝŶƵĞƚŽďĞ ĞĂƐŝůLJŵĂŶĂŐĞĂďůĞƌĞŐĂƌĚůĞƐƐŽĨƚŚĞŝƌŐƌŽǁƚŚ͘ KƉĞŶŶĞƐƐ͗dŚŝƐƌĞƋƵŝƌĞŵĞŶƚŝƐŵĂĚĞŽƵƚŽĨƚŚƌĞĞƐƵďĞůĞŵĞŶƚƐ͗ϭͿĂĐŚƐĞƌǀŝĐĞŝƐĂĐĐĞƐƐŝďůĞƚŽ ĂůůƵƐĞƌƐ͖ϮͿ;ZĞŐŝƐƚƌLJͿĂƉƉůŝĐĂƚŝŽŶƐĂƌĞĞĂƐLJƚŽŝŵƉůĞŵĞŶƚ͕ŝŶƐƚĂůůĂŶĚĚĞƉůŽLJ͖ϯͿdŚĞƐƚĂŬĞŚŽůĚĞƌƐ ĐĂŶǁƌŝƚĞƚŚĞŝƌŽǁŶĂƉƉůŝĐĂƚŝŽŶƐ;ŝŶƚŚŝƐĐĂƐĞ͕ƚŚĞƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌͿ͘

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dŚƌĞĞĞůĞŵĞŶƚƐĐŽŶƐƚŝƚƵƚĞ/>ͲdZ&&/͗^ĞƌǀŝĐĞDĞĚŝĂƚŽƌ;^DͿ͕^ĞƌǀŝĐĞhƐĞƌ;^hͿĂŶĚ ^ĞƌǀŝĐĞWƌŽǀŝĚĞƌ;^WͿ͘dŚĞ^WĞůĞŵĞŶƚŝƐƚŚĞŵĂŝŶĐŽŵƉŽŶĞŶƚƚŽƉĞƌĨŽƌŵĂŶ^ ŚŝĞƌĂƌĐŚLJ͘dŚĞŚŝŐŚĞƌƚŚĞůĞǀĞů͕ƚŚĞŵŽƌĞƐƉĞĐŝĂůŝnjĞĚƚŚĞƌƵůĞƐǁŝůůďĞ͘dŚŝƐƐůŝĚĞ ƐŚŽǁƐ ƚŚĞ^ŚŝĞƌĂƌĐŚLJ͘dŚĞƚǁŽĨŝƌƐƚůĞǀĞůƐĂƌĞĂƚŽŵŝĐƐĞƌǀŝĐĞƐ͘WƌŽŐƌĂŵƐƐƵĐŚĂƐĚŝŐŝƚĂůŝŵĂŐĞ ƉƌŽĐĞƐƐŝŶŐ͕ŽƌƐŝŐŶĂůƉƌŽĐĞƐƐŝŶŐ͕ƉĞƌĨŽƌŵƚŚĞƐĞƐĞƌǀŝĐĞƐ͘&ŽƌŝŶƐƚĂŶĐĞ͕ǁŚĞŶƚŚĞƐĞŶƐŽƌ ŝƐĐŽŶŶĞĐƚĞĚƚŽĂĐĂŵĞƌĂŽƌŵŝĐƌŽƉŚŽŶĞƌĞƐƉĞĐƚŝǀĞůLJ͘dŚĞƌĞƐƵůƚŽĨĂƚŽŵŝĐƐĞƌǀŝĐĞƐĐĂŶ ďĞĐŽŵďŝŶĞĚǁŝƚŚŽƚŚĞƌƐĞƌǀŝĐĞƐ͕ǁŚŝĐŚŵĂLJďĞƉƌŽǀŝĚĞĚďLJƚŚĞƐĂŵĞ^W͕ŽƌďLJŽƚŚĞƌƐ͘ /ŶŽƵƌĂƌĐŚŝƚĞĐƚƵƌĞ͕ŝƚǁĂƐĚĞĨŝŶĞĚƚŚĂƚƚŚĞƚǁŽĨŝƌƐƚŚŝĞƌĂƌĐŚůĞǀĞůƐĂƌĞŝŶƚĞŐƌĂƚĞĚŽŶƚŚĞ ƐĂŵĞ^W͘

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ŽŵŵƵŶŝĐĂƚŝŽŶĂŵŽŶŐƚŚĞƚŚƌĞĞƐĞƌǀŝĐĞƐŵĂLJďĞƉĞƌĨŽƌŵĞĚďLJƐĞǀĞƌĂůŶĞƚǁŽƌŬ ŝŶƚĞƌĨĂĐĞƐ͘/ŶŐĞŶĞƌĂů͕^hƐĂƌĞŵŽďŝůĞĚĞǀŝĐĞƐƚŚĂƚĐĂŶĨŽƵŶĚŝŶƚŚĞŵĂƌŬĞƚƚŽĚĂLJ͕ƐƵĐŚ ĂƐƚĂďůĞƚƐĂŶĚƐŵĂƌƚƉŚŽŶĞƐ͘dŚĞƐĞĚĞǀŝĐĞƐĂƌĞĐƌĞĂƚĞĚƚŽǁŽƌŬǁŝƚŚĂĚŝǀĞƌƐĞƐĞƚŽĨ ǁŝƌĞůĞƐƐƚĞĐŚŶŽůŽŐŝĞƐƐƵĐŚĂƐt/&/͕ůƵĞƚŽŽƚŚ͕Ϯ'͕ϯ'ĂŶĚŵŽƌĞƌĞĐĞŶƚůLJϰ'͘/ƚŝƐĂůƐŽ ŝŵƉŽƌƚĂŶƚƚŽƚĂŬĞƵŶĚĞƌĐŽŶƐŝĚĞƌĂƚŝŽŶƐƚĂƚŝŽŶĂƌLJĚĞǀŝĐĞƐ͕ƐƵĐŚĂƐWƐ͕ǁŚŝĐŚŵĂLJŶĞĞĚ ĐĂďůĞ͕Žƌ>ĂŶ͕ĐŽŶŶĞĐƚŝŽŶƐ͘&ŽůůŽǁŝŶŐƚŚĞƐĂŵĞƉĂƚƚĞƌŶ͕^WƐĐĂŶďĞďƵŝůƚŝŶĞŵďĞĚĚĞĚ ƉůĂƚĨŽƌŵƚŽǁŽƌŬǁŝƚŚƚŚĞƐĂŵĞŝŶƚĞƌĨĂĐĞƐ͕ĐĂďůĞĚŽƌŶŽƚ͘ŽŵŵƵŶŝĐĂƚŝŽŶďĞƚǁĞĞŶƚŚĞ ^hĂŶĚƚŚĞ^WŝƐĞǀŝĚĞŶƚƐŝŶĐĞďŽƚŚƐŚĂƌĞƚŚĞƐĂŵĞƚĞĐŚŶŽůŽŐLJ͘hƐƵĂůůLJƚŚĞ^DŝƐ ĂůůŽĐĂƚĞĚŽŶĚĂƚĂĐĞŶƚĞƌ͕ĂŶĚŚĂƐĂŵŽƌĞƌĞƐƚƌŝĐƚǁŝƌĞůĞƐƐƚĞĐŚŶŽůŽŐLJ͘dŚĞƐĞĚĞǀŝĐĞƐ ǁŽƌŬŽǀĞƌ>E͕tEĂŶĚDEŶĞƚǁŽƌŬƐ͘ dŚĞƐĞƌǀŝĐĞƐĐĂŶĞƐƚĂďůŝƐŚĐŽŵŵƵŶŝĐĂƚŝŽŶƵƐŝŶŐƚŚĞ,ddW;,LJƉĞƌƚĞdžƚdƌĂŶƐĨĞƌWƌŽƚŽĐŽůͿ͕ ^KW;^ŝŵƉůĞKďũĞĐƚĐĐĞƐƐWƌŽƚŽĐŽůͿ͕t^>;tĞď^ĞƌǀŝĐĞĞƐĐƌŝƉƚŝŽŶ>ĂŶŐƵĂŐĞͿ͕ĂŶĚ h/;hŶŝǀĞƌƐĂůĞƐĐƌŝƉƚŝŽŶ͕ŝƐĐŽǀĞƌLJĂŶĚ/ŶƚĞŐƌĂƚŝŽŶͿ͘

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dŚĞ/>ͲdZ&&/^DŝƐĂŬŝŶĚŽĨĐĞŶƚƌĂůĞůĞŵĞŶƚ͘/ƚŵĞĚŝĂƚĞƐƚŚĞĐŽŵŵƵŶŝĐĂƚŝŽŶ ďĞƚǁĞĞŶ^WĂŶĚ^h͕ĂŶĚŝƚŵĂŶĂŐĞƐƚŚĞƐƚĂƚƵƐŽĨŶĞƚǁŽƌŬĂŶĚƐƚĂƚĞŽĨƚŚĞ^ ĂƉƉůŝĐĂƚŝŽŶƐ͘dŚĞƐĞĐŽŵƉŽŶĞŶƚƐĂƌĞƌĞƐƉŽŶƐŝďůĞĨŽƌĂŶĂůLJnjŝŶŐƚŚĞƌĞƋƵĞƐƚĂŶĚĚĞůŝǀĞƌLJ ŽĨƚŚĞĐŽƌƌĞĐƚ^hĚĂƚĂĂĐĐŽƌĚŝŶŐƚŽƚŚĞƚLJƉĞŽĨƌĞƋƵĞƐƚďĞŝŶŐŵĂĚĞ͘ZĞƋƵĞƐƚƐƚŚĂƚĂƌĞ ƌĞůĂƚĞĚƚŽĂĚŵŝŶŝƐƚƌĂƚŝǀĞƚĂƐŬƐĂƌĞƋƵĞƌŝĞĚŝŶƚŚĞ^DĚĂƚĂďĂƐĞĂŶĚĨŽƌǁĂƌĚĞĚƚŽƚŚĞ^h͘ dŚĞ^DŵĂŶĂŐĞƐƚŚĞŶĞƚǁŽƌŬƚŽƉŽůŽŐLJĂŶĚĚŝƐĐŽǀĞƌƐƐĞƌǀŝĐĞƐŽŶƚŚĞ^WƐ͘dŚŝƐ ŝŶĨŽƌŵĂƚŝŽŶŝƐĚĞůŝǀĞƌĞĚƚŽƚŚĞ^hĂĚŵŝŶŝƐƚƌĂƚŽƌŝŶƚĞƌĨĂĐĞ͘ &ŽƌĂĞŶĚͲƵƐĞƌƌĞƋƵĞƐƚ͕ƚŚĞ^DƋƵĞƌŝĞƐƚŚĞƉƌŽƉĞƌƚŝĞƐŽĨĂǀĂŝůĂďůĞ^ĂŶĚƐĞŶĚƐƚŚŝƐ ŝŶĨŽƌŵĂƚŝŽŶƚŽƚŚĞ^hŝŶƚĞƌĨĂĐĞ͘ĨƚĞƌƚŚĞĞŶĚͲƵƐĞƌŚĂƐĐŚŽƐĞŶƚŚĞƐĞƌǀŝĐĞ͕ƚŚĞ^DďŝŶĚƐ ŝƚƐ^hŝŶƚŚĞĐŽƌƌĞƐƉŽŶĚĞŶƚ^W͘

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/>ͲdZ&&/^hĐŽƌƌĞƐƉŽŶĚƐƚŽĂŶŝŶƚĞƌĨĂĐĞƚŽƵƐĞƌƌĞƋƵĞƐƚŝŶƚŚĞ^KĂƌĐŚŝƚĞĐƚƵƌĞ͘ dŚŝƐĐŽŵƉŽŶĞŶƚŝƐĐŽŵƉŽƐĞĚďLJĂĨƌŝĞŶĚůLJŚƵŵĂŶŝŶƚĞƌĨĂĐĞǁŚŝĐŚĞƐƚĂďůŝƐŚĞƐ ĐŽŶŶĞĐƚŝŽŶǁŝƚŚƚŚĞƐĞƌǀŝĐĞƐĂŶĚƉƌŽǀŝĚĞƐĚĂƚĂƚŽƚŚĞƵƐĞƌƐ͘hƐĞƌƐƚLJƉŝĐĂůůLJĚĞĨŝŶĞ ŵŽďŝůĞĚĞǀŝĐĞƐůŝŬĞƐŵĂƌƚƉŚŽŶĞƐ ĂŶĚƚĂďůĞƚƐ͕ĂƐĨĂǀŽƌŝƚĞŚĂƌĚǁĂƌĞƚŽĐĂƌƌLJŽƵƚƚŚĞ ĐŽŵŵƵŶŝĐĂƚŝŽŶ͘dŚĞĐŽŵŵƵŶŝĐĂƚŝŽŶƉƌŽĐĞƐƐŚĂƉƉĞŶƐƚŚƌŽƵŐŚƚŚĞ^hƌĞƋƵĞƐƚŵĂĚĞĨŽƌ ƚŚĞ^D͘dŚĞůĂƚƚĞƌƚƌĞĂƚƐƚŚĞƌĞƋƵĞƐƚĂŶĚƌĞƚƌŝĞǀĞƐƚŚĞƌĞůĂƚĞĚŝŶĨŽƌŵĂƚŝŽŶďLJƵƐĞƌ͘dǁŽ ŝŶƚĞƌĨĂĐĞƐĂƌĞƉƌŽƉŽƐĞĚŝŶƚŚĞ/>ͲdZ&&/͕ϭͿŶƵƐĞƌŝŶƚĞƌĨĂĐĞƚŽŵĂŶĂŐĞĐŽŶƚĞdžƚͲ ĂǁĂƌĞĂƉƉůŝĐĂƚŝŽŶƐ͘ϮͿŶƵƐĞƌŝŶƚĞƌĨĂĐĞƚŽƌĞƋƵĞƐƚƚŚĞƐĞƌǀŝĐĞƐĂǀĂŝůĂďůĞĨŽƌƵƐĞƌƐ͘dŚĞ ĨŽƌŵĞƌŝƐĚĞĚŝĐĂƚĞĚƚŽƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌƐ͕ǁŚŝůĞƚŚĞůĂƚƚĞƌŝƐĨŽƌĨŝŶĂůƵƐĞƌƐǁŚŽ ďĞŶĞĨŝƚĨƌŽŵƚŚĞƐĞǀĞƌĂůƐĞƌǀŝĐĞƐĂǀĂŝůĂďůĞŽŶ^WƐ͘

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dŚĞ/>ͲdZ&&/^WŝƐƚŚĞŵĂŝŶĞůĞŵĞŶƚƚŽĐŽŵƉŽƐĞƚŚĞ^ĂƉƉůŝĐĂƚŝŽŶ͘dŚĞ ĐŽŵƉŽŶĞŶƚƵƐƵĂůůLJŝƐůŝŶŬĞĚƚŽƐĞŶƐŽƌƐĂŶĚŬŶŽǁƐƉƌŽŐƌĂŵƐƚŽĞdžƚƌĂĐƚŝŶĨŽƌŵĂƚŝŽŶ͕Žƌ ĐŽŵƉŽƐĞƐƚŚĞĚĂƚĂƌĞĐĞŝǀĞĚďLJŽƚŚĞƌ^WĐŽŵƉŽŶĞŶƚ͘ĨƚĞƌ^WƌĞĐĞŝǀĞƐƚŚĞŵĞƐƐĂŐĞŽĨ ƌĞŐŝƐƚƌLJŝŶĂ^͕^WŽĨƚĞŶƐĐĂŶŝƚƐƉĂƌĞŶƚƐ͕ĂŶĚŝŶƚŚĞĐĂƐĞŽĨĚŝƐĐŽǀĞƌŝŶŐƐŽŵĞĨĂŝůƵƌĞ͕ƚŚĞ ^WƐƚĂƌƚƐƚŚĞĂĚĂƉƚĂƚŝŽŶƉƌŽĐĞƐƐ͘dŚĞŵŽĚƵůĞƐƚŚĂƚƉĞƌĨŽƌŵ^WƚŚŝƐƌŽůĞĂƌĞĚĞƐĐƌŝďĞĚ ďĞůŽǁ͘

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ůŽŐŐĞĚƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌĐĂůůƐƚŚĞĨƵŶĐƚŝŽŶƚŽĐƌĞĂƚĞĂŶĂƉƉůŝĐĂƚŝŽŶŝŶƚŚĞ^h͘ƚ ƚŚŝƐƉŽŝŶƚ͕ƚŚĞ^hŚĂƐƌĞƚƌŝĞǀĞĚƚŚĞƚŽƉŽůŽŐLJŽĨŶĞƚǁŽƌŬĨŽƌŵĞĚďLJ^WƐ͘dŚĞƐLJƐƚĞŵ ĂĚŵŝŶŝƐƚƌĂƚŽƌƚŚĞŶƐĞůĞĐƚƐƉŽƐƐŝďůĞĐĂŶĚŝĚĂƚĞƐǁŝƚŚƐĞƌǀŝĐĞƐŝŶŽƌĚĞƌƚŽĨŽƌŵĂ^͘ ZĞŵĞŵďĞƌƚŚĂƚĞĂĐŚ^ŚĂƐĂƵƚŽŶŽŵLJƚŽĐŚĂŶŐĞŝƚƐůŝƐƚĂĐĐŽƌĚŝŶŐƚŽŝƚƐƐƚĂƚĞ͘dŚĞ&ŝŐƵƌĞ ŽŶƐůŝĚĞƐŚŽǁƐƚŚŝƐƉƌŽĐĞƐƐ͘dŚĞĞůĞŵĞŶƚƐŚĂǀŝŶŐĂ>ŝƐƚŽĨ^ĞƌǀŝĐĞƐĂƚƚĂĐŚĞĚƚŽƚŚĞŵ ĐŽƌƌĞƐƉŽŶĚƚŽƚŚĞƉŽƐƐŝďůĞĐĂŶĚŝĚĂƚĞƐƐĞůĞĐƚĞĚďLJƚŚĞƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌ͘dŚĞŽƚŚĞƌƐ ^WƐĂƌĞ^ƐĂǀĂŝůĂďůĞƚŽƵƐĞĂƚƚŚĂƚŵŽŵĞŶƚ͘

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/ŶƚŚŝƐƐƚĞƉ͕ƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌƐŚĂǀĞĂůƌĞĂĚLJĐŚŽƐĞŶƚŚĞ^WƐƚŚĂƚǁŝůůƉĂƌƚŝĐŝƉĂƚĞƚŽ ƚŚĞ^͘/ŶƚŚĞĐĂƐĞƚŚĞ^WϭϯŚĂƐŶŽƚLJĞƚďĞĞŶĐŚŽƐĞŶ͕ƐŝŶĐĞƚŚĞƐĞƌǀŝĐĞŶĞĞĚƚŽƉĞƌĨŽƌŵ ^ŝƐŶŽƚĂǀĂŝůĂďůĞŽŶŝƚ͘dŚĞϵƵŶƚŝůϭϭ^ƐǁŝůůƉĂƌƚŝĐŝƉĂƚĞŽĨƚŚĞ^͘EŽƚĞƚŚĂƚĞĂĐŚ^ ƐĞůĞĐƚĞĚŚĂƐĐŽŶŶĞĐƚŝŽŶǁŝƚŚŵŽƌĞƚŚĂŶŽŶĞƉĞĞƌ͘^LJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌĐŚŽŽƐĞƐŚŽǁ ĞĂĐŚŶŽĚĞǁŝůůĞƐƚĂďůŝƐŚĐŽŶŶĞĐƚŝŽŶƚŽĨŽƌŵĂŶĞǁƐƵďŐƌĂƉŚ͘ dŚĞƐLJƐƚĞŵĂĚŵŝŶŝƐƚƌĂƚŽƌĐŽŶĨŝŐƵƌĞĨŝŶĂůƌƵůĞƐĂŶĚƉƌŽƉĞƌƚŝĞƐŝŶƚŚĞ^͕ƚŚĞŶǀĂůŝĚĂƚĞƐŝƚ ĂŶĚƐĞŶĚƐŝƚƚŽ^DƚŽďĞƌĞŐŝƐƚĞƌĞĚ͘dŚĞƌĞŐŝƐƚƌLJŝƐĚŽŶĞŝŶƚŚĞ^D͕ǁŚŝĐŚƐĂǀĞƐƚŚĞ ŐĞŶĞƌĂůŝŶĨŽƌŵĂƚŝŽŶŽĨƚŚĞ^ĂƉƉůŝĐĂƚŝŽŶ͘^DŐĞŶĞƌĂƚĞƐĂ^ŝĚĞŶƚŝĨŝĞƌ;ŝĚͿĂŶĚƐĞŶĚƐŝƚ ƚŽĞĂĐŚ^WƉĂƌƚŝĐŝƉĂŶƚ͘dŚĞ^WƐƌĞŐŝƐƚĞƌƚŚĞŝĚƚŽŐĞƚŚĞƌǁŝƚŚƚŚĞ^ƉƌŽƉĞƌƚŝĞƐ͘

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ĚĂƉƚĂƚŝŽŶ͗ &ŽƌŝŶƐƚĂŶĐĞ͕ŝƚĂƐƐƵŵĞƐƚŚĂƚƚŚĞ^WϵƐĞŶĚƐŝƚƐƌĞƐƵůƚƐƚŽ^WϭϬ͖ƚŚĂƚƚŚĞ^WϭϬƐĞŶĚƐƚŚĞŵƚŽƚŚĞ ^WϭϭĂŶĚƚŚĂƚƚŚĞ^WϭϭƐĞŶĚƐƚŚĞƌĞƐƵůƚƐƚŽƚŚĞ^WϭϮ͘dŚĞŶ͕ďLJĚĞĨŝŶŝƚŝŽŶƚŚĞ^WϭϬŝƐŶĂŵĞĚ ΗƉĂƌĞŶƚΗŽĨƚŚĞ^Wϵ͘/ŶƚŚĞ/>dZ&&/ĨƌĂŵĞǁŽƌŬ͕Ăůů^WƐΗĐŚŝůĚƌĞŶΗĂƌĞƌĞƐƉŽŶƐŝďůĞĨŽƌ ǀĞƌŝĨLJŝŶŐƚŚĞĐŽŶŶĞĐƚŝŽŶǁŝƚŚƚŚĞŝƌΗƉĂƌĞŶƚƐΗ͘tĞƵƐĞƚŚŝƐĚĞĨŝŶŝƚŝŽŶďĞĐĂƵƐĞŝĨĂƉĂƌĞŶƚƐƚŽƉƐ ǁŽƌŬŝŶŐ͕ƚŚĞΗĐŚŝůĚΗƚƌŝĞƐƚŽĨŝŶĚĂŶŽƚŚĞƌΗƉĂƌĞŶƚΗ͘ /ŶŽƵƌƐĐĞŶĂƌŝŽƚŚĞ^WϵƌĞĂůŝnjĞĚƚŚĂƚƚŚĞ^WϭϬŚĂĚƚƵƌŶĞĚŽĨĨďLJŵĞĂŶƐŽĨƚŚĞ^ĐĂŶŶĞƌWŽůŝĐLJ ĐŽŵƉŽŶĞŶƚ͘ŽŶƐĞƋƵĞŶƚůLJ͕ƚŚĞ^WϵƐĞŶƚĂďƌŽĂĚĐĂƐƚŵĞƐƐĂŐĞƚŽŝĚĞŶƚŝĨLJĐĂŶĚŝĚĂƚĞƐƚŚĂƚĐŽƵůĚ ĂƐƐƵŵĞ^WϭϬΖƐƉůĂĐĞ͘EŽƚĞƚŚĂƚ͕^WƐϴ͕ϭϭĂŶĚϭϮĂƌĞĐĂŶĚŝĚĂƚĞƐ͘/ŶŽƵƌĞdžƉůĂŶĂƚŝŽŶ͕ĚƵĞƚŽĂ ƌĞƋƵŝƌĞŵĞŶƚ͕^WϴĐĂŶŶŽƚƉĞƌĨŽƌŵ^WϭϬΖƐƌŽůĞ͘^WϭϭǁĂƐĐŚŽƐĞŶďĞĐĂƵƐĞŝƚǁĂƐĂǀĂŝůĂďůĞĂŶĚŝƚ ǁĂƐĂůƐŽƚŚĞĨŝƌƐƚŝŶƚŚĞƉƌŝŽƌŝƚLJƋƵĞƵĞ͘dŚĞŶĞǁĐŽŶŶĞĐƚŝŽŶŝƐƐŚŽǁŶ͘ĨƚĞƌĞƐƚĂďůŝƐŚŝŶŐŶĞǁ ĐŽŶŶĞĐƚŝŽŶƐ͕ĂŶĞǁ^ƚŽƉŽůŽŐLJŝƐƌĞŐŝƐƚĞƌĞĚŽŶƚŚĞ^D͘ ZĞĂĚĂƉƚĂƚŝŽŶ͗ /ŶƚŚĞĐĂƐĞƚŚĂƚ^WϭϬŵĂLJƌĞƐƵŵĞŝƚƐĂĐƚŝǀŝƚŝĞƐ͕ĂƉƌŽĐĞƐƐǁŝůůďĞŝŶŝƚŝĂƚĞĚĂƐĂŶĂƚƚĞŵƉƚƚŽ ƌĞĂĚĂƉƚƚŚĞĐŽŵƉŽŶĞŶƚ͘dŚĞĨĂƵůƚLJĐŽŵƉŽŶĞŶƚ͕ŶĂŵĞůLJ^WϭϬŝŶƚŚŝƐĐĂƐĞ͕ŝƐƌĞƐƉŽŶƐŝďůĞĨŽƌƚŚĞ ŵĂŶĂŐĞŵĞŶƚŽĨĂůůƚŚĞƉƌŽĐĞĚƵƌĞƐŝŶǀŽůǀĞĚŝŶƚŚĞƌĞĂĚĂƉƚĂƚŝŽŶ͘^WϭϬǁŝůůƚŚĞŶŶĞĞĚƚŽĞƐƚĂďůŝƐŚ ĂĐŽŶŶĞĐƚŝŽŶǁŝƚŚƚŚĞ^D͕ƐĞĞŶƚŚĂƚŝƚŝƐĂǁĂƌĞŽĨƚŚĞĐƵƌƌĞŶƚƐƚĂƚƵƐŽĨƚŚĞĂƉƉůŝĐĂƚŝŽŶǁŚŝĐŚƚŚĞ ^WϭϬŚĞůĚďĞĨŽƌĞŝƚŚĂĚŐŽŶĞŽĨĨͲůŝŶĞ͘/ĨƚŚĞĂƉƉůŝĐĂƚŝŽŶƌĞŵĂŝŶƐĂĐƚŝǀĞ͕ƚŚĞƌĞĂĚĂƉƚĂƚŝŽŶ ƉƌŽĐĞĚƵƌĞǁŝůůƚŚĞŶƚĂŬĞƉůĂĐĞ͘ ĨƚĞƌƚŝŶŐ͕ƚŚĞ^WϭϬĐŽůůĞĐƚƐŝŶŝƚƐĚĂƚĂďĂƐĞƚŚĞŝŶĨŽƌŵĂƚŝŽŶŽĨŝƚƐůĂƐƚƐƚĂƚĞ͘/ŶĨŽƌŵĂƚŝŽŶŽŶ ƚŚĞ^;ƐͿ͕ŝŶǁŚŝĐŚ^WϭϬǁĂƐĂƉĂƌƚŝĐŝƉĂŶƚ͕ŝƐƌĞƚƌŝĞǀĞĚ͘ƐĂĨŝƌƐƚƐƚĞƉ͕^WϭϬƐĞŶĚƐƚŽ^DĂ ŵĞƐƐĂŐĞƚŽĐŽŶĨŝƌŵŝĨƚŚĞƌĞƚƌŝĞǀĞĚ^ŝƐƐƚŝůůƌĞŐŝƐƚĞƌĞĚŝŶ^DĂŶĚŝĨŝƚŝƐĂƵƚŚŽƌŝnjĞĚƚŽƐƚĂƌƚƚŚĞ ZĞĂĚĂƉƚŝŽŶ ƉƌŽĐĞƐƐ͘/ĨƉŽƐŝƚŝǀĞ͕ƚŚĞƉƌŽĐĞƐƐĐŽŶƚŝŶƵĞƐ͕ŽƚŚĞƌǁŝƐĞŝƚƐƚŽƉƐ͘hƉŽŶƌĞĐĞŝƉƚŽĨƚŚĞ ĂƵƚŚŽƌŝnjĂƚŝŽŶ͕^WϭϬƐƚĂƌƚƐĂƉƌŽĐĞĚƵƌĞŽĨĐŽŵŵƵŶŝĐĂƚŝŽŶǁŝƚŚŝƚƐƉĞĞƌƐ͘/ŶƚŚŝƐĐĂƐĞ͕^WϵĂŶĚ^W ϭϭ͘ŽƚŚƉĞĞƌƐǁĞƌĞƌĞƚƌŝĞǀĞĚĨƌŽŵ^WϭϬĚĂƚĂďĂƐĞ͘^WϭϬƚŚĞŶ͕ŵƵůƚŝĐĂƐƚĂŵĞƐƐĂŐĞƚŽŝƚƐƉĞĞƌƐ ŝŶǀŝƚŝŶŐƚŚĞŵƚŽƌĞͲĞƐƚĂďůŝƐŚ^ƉĂƌƚŝĐŝƉĂƚŝŽŶ͘/Ĩ^WϵĂŶĚ^WϭϭƌĞƐƉŽŶĚƐďLJĚĞŵŽŶƐƚƌĂƚŝŶŐƚŚĂƚ ƚŚĞLJĂƌĞĂďůĞƚŽƌĞĐĞŝǀĞ^WϭϬŝŶƚŚĞĂƉƉůŝĐĂƚŝŽŶ͕^WϭϬǁŝůůďƵŝůĚƚŚĞŶĞĐĞƐƐĂƌLJƐĞƌǀŝĐĞƐĂŶĚ ƐLJŶĐŚƌŽŶŝnjĞƚŚĞŵǁŝƚŚ^WϵĂŶĚ^WϭϬ͘^WϵĂŶĚ^WϭϭƌĞĐĞŝǀĞƚŚĞŵĞƐƐĂŐĞ͕ĂŶĚĐŽŵŵƵŶŝĐĂƚĞ ƚŚĞĐŚĂŶŐĞƐŝŶ^ƚŽƉŽůŽŐLJǁŝƚŚƚŚĞŝƌĐƵƌƌĞŶƚƉĞĞƌƐ͘dŚĞ^ƚŽƉŽůŽŐLJŝƐƌĞŐŝƐƚĞƌĞĚŽŶƚŚĞ^DĂŶĚ ĞĂĐŚ^WĐĂƌƌŝĞƐŽƵƚƚŚĞŶĞĐĞƐƐĂƌLJƌĞŐŝƐƚƌŝĞƐŝŶŝƚƐĚĂƚĂďĂƐĞ͘

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ZĂĚĂƌƐ ^ĐĞŶĂƌŝŽ͗dŚĞƌŽĂĚůĂLJŽƵƚǁĂƐĚŝǀŝĚĞĚŝŶƚŽĨŝǀĞƉĂƌƚƐ;Wϭ͕WϮ͕Wϯ͕WϰĂŶĚWϱͿ͘dŚĞ ƚŝ ů ůŝ ď ƚ Ś ƚ Wŝ Ě ůŝ ŝƚ ƚŚ Śŝ Ś Ś Wϭ Wϯ Ě Wϱ Ś Zϭ ZϮ ǀĞƌƚŝĐĂůůŝŶĞƐďĞƚǁĞĞŶĞĂĐŚƉĂƌƚWŝĚĞůŝŵŝƚƚŚĞĂƌĞĂǁŚŝĐŚŚĂǀĞWϭ͕WϯĂŶĚWϱŚĂƐZϭ͕ZϮ ĂŶĚZϯƌĂĚĂƌƐƌĞƐƉĞĐƚŝǀĞůLJ͘dŚĞĂǀĞƌĂŐĞƐƉĞĞĚŝŶƚŚŝƐƐĐĞŶĂƌŝŽŝƐϴϬ<ŵͬŚ͘dŚĞƌĂĚĂƌƐ ĐĂŶŶŽƚŵĞĂƐƵƌĞĂŶĚĞŶƐƵƌĞƚŚĞĂǀĞƌĂŐĞƐƉĞĞĚŝŵƉŽƐĞĚďLJƚŚĞƚƌĂĨĨŝĐĂĚŵŝŶŝƐƚƌĂƚŽƌ͘dŚŝƐ ŝƐĚƵĞƚŽƚŚĞĨĂĐƚƚŚĂƚƚŚŝƐĚĞǀŝĐĞĐĂŶƌĞƚƌŝĞǀĞŽŶůLJĂŶĞdžĂĐƚƐƉĞĞĚĂƚƚŚĂƚƉŽŝŶƚ͘dŚĞ ĚƌŝǀĞƌΖƐďĞŚĂǀŝŽƌŝƐƵƐƵĂůůLJƐŝŵŝůĂƌƚŽǁŚĂƚŝƐƐŚŽǁŶŽŶ&ŝŐƵƌĞZĂĚĂƌƐ ^ĐĞŶĂƌŝŽ͘/ŶƚŚŽƐĞ ĐĂƐĞƐ͕ƚŚĞƌĂĚĂƌƉŽŝŶƚƐŚĂǀĞƚŚĞĚĞĨŝŶĞĚƐƉĞĞĚ^͕ĂŶĚŝŶƚŚĞĂƌĞĂƐǁŝƚŚŽƵƚƌĂĚĂƌ͕ƚŚĞ ƐƉĞĞĚ^ŝŶĐƌĞĂƐĞƐ͘ tĞĂƌĞĞŶĐŽƵƌĂŐĞĚƚŽƐŽůǀĞƚŚŝƐƉƌŽďůĞŵďĞĐĂƵƐĞƚŚĞĨƌŽŶƚŝĞƌůŝŶĞďĞƚǁĞĞŶƉŽŝŶƚƐWϮ ĂŶĚWϯ͕WϰĂŶĚWϱŚĂǀĞŚŝŐŚĐŽůůŝƐŝŽŶƌŝƐŬ͘/ŶƚŚĞƐĞĂƌĞĂƐ͕ĚƌŝǀĞƌƐƚĞŶĚƚŽĚƌĂŵĂƚŝĐĂůůLJ ƌĞĚƵĐĞƚŚĞƐƉĞĞĚ͕ĂĨƚĞƌƐĞĞŝŶŐƌĂĚĂƌƐŝŐŶƐŽŶƚŚĞƌŽĂĚ͘ŶŝŶĂƚƚĞŶƚŝǀĞĚƌŝǀĞƌĐŽŵŝŶŐƵƉ ĨƌŽŵďĞŚŝŶĚĐĂŶŚĂǀĞĚŝĨĨŝĐƵůƚLJĂǀŽŝĚŝŶŐĐŽůůŝƐŝŽŶ͘ />ͲdZ&/ƐŽůƵƚŝŽŶ͗ ĂĐŚƌĂĚĂƌƉŽŝŶƚŚĂƐďĞĞŶĐŚĂŶŐĞĚďLJĐŽůůĞĐƚŽƌƐƚŚĂƚŝĚĞŶƚŝĨLJ ǀĞŚŝĐůĞƐ͕ǁŚĞƌĞWϭĂŶĚWϮǁĞƌĞĐŚŽƐĞŶƚŽƵƐĞĐĂŵĞƌĂƐĂŶĚWϯǁĂƐĐŚŽƐĞŶƚŽƵƐĞĂZ&/ ĂŶƚĞŶŶĂ͘dŚĞĨŝƌƐƚĨƵŶĐƚŝŽŶŽĨWϭĂŶĚWϮŝƐƚŽŽďƚĂŝŶƚŚĞƚĂŐŶƵŵďĞƌŽĨĂǀĞŚŝĐůĞŽŶƌŽĂĚ͘ WϯĞdžƚƌĂĐƚƐĂZ&/ƚĂŐŝĚĞŶƚŝĨŝĞƌŽĨƚŚĞǀĞŚŝĐůĞ͘/ŶĂƌĞĂůƐĐĞŶĂƌŝŽ͕ƚŚĞWϯĐŽůůĞĐƚŽƌŵĂLJďĞ ĂůĞŐĂĐLJƐLJƐƚĞŵǁŚŝĐŚŚĂĚďĞĞŶůŝŶŬĞĚǁŝƚŚƚŚĞ/>ͲdZ&&/ŝŶƐƚĂŶĐĞ͕ƚŚƵƐĞǀŝĚĞŶĐŝŶŐ ĂŶŽƚŚĞƌďĞŶĞĨŝƚŽĨ/>ͲdZ&&/͘/ƚŝƐĂƐƐƵŵĞĚƚŚĂƚǁŚĞŶĂǀĞŚŝĐůĞĞdžĐĞĞĚƐƚŚĞ ĂǀĞƌĂŐĞƐƉĞĞĚ͕ƚŚĞ^ƌĞŐŝƐƚĞƌƐĂŶĞǀĞŶƚ͘ dŚĞƌŽůĞŽĨWϭ/>ͲdZ&&/^WŝƐƚŽĞdžƚƌĂĐƚƚŚĞƚĂŐŶƵŵďĞƌ͕ĨƌŽŵƚŚĞŝŵĂŐĞĐŽůůĞĐƚĞĚ

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dŚŝƐĞƐƐĂLJƉƌĞƐĞŶƚĞĚ/>ͲdZ&&/͗ĂĨƌĂŵĞǁŽƌŬďĂƐĞĚŽŶƚŚĞ^KĂƌĐŚŝƚĞĐƚƵƌĞƚŚĂƚ ĞŶĂďůĞƐƚŚĞĐƌĞĂƚŝŽŶŽĨŵŽŶŝƚŽƌŝŶŐĂƉƉůŝĐĂƚŝŽŶƐ͘ƐŝƚǁĂƐƐĞĞŶ͕ƚŚĞƐĞůĨͲŵĂŶĂŐĞŵĞŶƚ ĂŶĚƚŚĞĂĚĂƉƚĂƚŝŽŶƉƌŽĐĞƐƐŽĨ/>ͲdZ&&/ŚĂǀĞƚŚĞĂďŝůŝƚLJƚŽŝŶĐƌĞĂƐĞƚŚĞƋƵĂůŝƚLJŽĨ ƐĞƌǀŝĐĞƐ;YŽ^Ϳ͘dŚŝƐŝƐĚƵĞƚŽƚŚĞĨĂĐƚƚŚĂƚƚŚĞƐĞƌǀŝĐĞĐŽŵƉŽƐŝƚŝŽŶŝƐĂďůĞƚŽŵĂŬĞ ĂƵƚŽŶŽŵŽƵƐĂĚũƵƐƚŵĞŶƚƐƌĞŐĂƌĚŝŶŐƚŚĞĂƉƉůŝĐĂƚŝŽŶƌƵůĞƐ͕ǁŝƚŚŽƵƚŚƵŵĂŶŝŶƚĞƌĨĞƌĞŶĐĞ͘ dŚŝƐĞƐƐĂLJĂůƐŽƉƌĞƐĞŶƚĞĚĂƵƐĞĐĂƐĞƚŚĂƚĐŽŶƐŽůŝĚĂƚĞƐƚŚĞĨƌĂŵĞǁŽƌŬďLJƵƐŝŶŐĂŶ/d^ ĂƉƉůŝĐĂƚŝŽŶ͕ĚĞŵŽŶƐƚƌĂƚŝŶŐĂƐĂƌĞƐƵůƚ͕ŚŽǁƚŚĞ/>ͲdZ&&/ĐĂŶďĞĂƉƉůŝĞĚŝŶƚƌĂĨĨŝĐ ƐŽůƵƚŝŽŶƐ͘ /ŶĂĨƵƚƵƌĞǁŽƌŬǁĞǁŝůůƐƵŐŐĞƐƚƚŚĂƚƚŚĞƵƐĞŽĨƚŚĞ/>ͲdZ&&/ďĞĞdžƚĞŶĚĞĚƚŽďƵŝůĚ ĂŶĚŝŶƚĞŐƌĂƚĞƐŽůƵƚŝŽŶƐĂƚƐŵĂƌƚĐŝƚŝĞƐ͘

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