Mount Mayhem le Netflix: Scaling Containers le Egbegbe CPUwo dzi

To Mayhem le Netflix: Nugoewo ƒe dzidzeme le Egbegbe CPUwo dzi

Agoe ƒe Nyaʋiʋli: Density vs. Performance

Taɖodzinu na cloud-native dɔwɔwɔ ɖesiaɖe enye density gã: nugoe geɖe wɔwɔ le physical server ɖeka dzi be woazã hardware geɖe wu eye woaɖe gazazãwo dzi akpɔtɔ. Gake density yometiti sia tsi tre ɖe dɔwɔwɔ ƒe hiahiãwo ŋu tẽ. Egbegbe CPUwo, kple woƒe core counts kɔkɔwo kple cache hierarchies sesẽwo, to complexity ƒe ƒuƒoƒo yeye aɖe vɛ. Ne nugoe gbogbo aɖewo le ho ʋlim ɖe nunɔamesi siwo woama abe CPU caches kple memory bandwidth ene ŋu la, emetsonua ateŋu anye "aƒelika si me toɣliɖeɖe le" kuxiwo, afisi nugoe ɖeka si mewɔa nu gbegblẽ o ateŋu agblẽ nugoe bubu ɖesiaɖe si le mɔ̃a dzi ƒe dɔwɔwɔ me. Menye kpɔɖeŋu geɖe dodo ɖe ŋgɔ koe scaling nye o; ekuna ɖe hardware nunɔamesiwo ƒe symphony si gɔme sese sesẽ la dzi kpɔkpɔ ŋu be woakpɔ egbɔ be dɔwɔwɔ madzudzɔmadzudzɔe na xexeame katã ƒe nyaselawo.

Toa ƒe Taming: Netflix ƒe Dɔwɔnuɖaka na CPU ƒe Dɔwɔwɔ Nyuie

Be woaɖu "Mount Mayhem" sia dzi la, Netflix ƒe mɔ̃ɖaŋudɔwɔlawo to mɔnu deŋgɔ siwo yi ŋgɔ sasasã wu nugoewo ƒe ɖoɖowɔɖi veviwo. Woƒe mɔnu nye masterclass le granular resource management, leveraging mɔ̃ɖaŋununya siwo wotu ɖe Linux kernel kple woawo ŋutɔ ƒe orchestration layers. Nu vevitɔ si le woƒe aɖaŋua mee nye be woase egɔme be CPU ƒe nu vevi menye dɔwɔwɔ ƒe akpa bɔbɔe aɖe ko o. Woƒe susu nɔa nu vevi geɖewo ŋu:

ƒe nyawo
• CPU Pinning: Nugoe tɔxɛwo dede CPU ƒe nuto tɔxɛwo me be woaɖe nya siwo ƒo xlãe ƒe tɔtrɔ ƒe gazazã dzi akpɔtɔ eye woana cache locality nanyo ɖe edzi.
• Agba ƒe Dadasɔ: Nugoe me dɔwɔwɔ ƒe agbawo mama le nunya me le nu veviwo me be woaxe mɔ na nuto ɖeka aɖeke be wòagazu aŋetu o.
• Tɔtrɔwo Gbɔkpɔkpɔ: Hardware ƒe nutsotsowo dzi kpɔkpɔ be woakpɔ egbɔ be womegblẽ dɔwɔwɔ-vevi veviwo ƒe nu vevi siwo le dɔ wɔm siwo dze ŋgɔ zãla o.
• Cache Awareness: Ðoɖowɔwɔ ɖe nugoewo ŋu kple CPU ƒe cache xɔtuɖaŋu ŋuti sidzedze, dɔwɔwɔ ƒe agba siwo do ƒome kplii ƒe ƒuƒoƒo be woadzi cache hits ɖe edzi.

Mɔ̃ɖaŋudɔ goglo siae nye nusi na Netflix te ŋu tsɔa video deŋgɔwo naa amesiwo wu miliɔn 200 le ɣeyiɣi ɖeka me, si trɔa tɔtɔ si ate ŋu adzɔ la wòzua dɔwɔwɔ nyuie ƒe kpɔɖeŋu.

Haƒoha ƒe Takpɔkpɔ: Kuxi na Asitsahawo Katã

Togbɔ be Netflix wɔa dɔ le agbɔsɔsɔ gã aɖe me hã la, kuxi vevitɔ si nye nunɔamesiwo ƒe ɖoɖowɔwɔ nyuie la ɖina le asitsaha ɖesiaɖe si xɔa egbegbe, modular xɔtuɖaŋuwo. Menye nugoeawo ŋutɔ me koe nusi sesẽ la le o, ke boŋ le dɔdzikpɔkpɔ ƒe akpa si tsoa nya me le afisi woaƒu du le, alesi woadzidzee, kple alesi wowɔa nu ɖekae ŋu. Afi siae nusɔsrɔ̃ siwo tso Netflix ƒe "Mount Mayhem" me va zua nusi woate ŋu azã le xexeame katã le. Adzɔhawo hiã dɔwɔɖoɖo si li egbea si ate ŋu akpɔ kuxi sesẽ sia gbɔ evɔ mahiã be woawɔ SRE siwo le xexeame katã ƒe ƒuƒoƒo o. Wohiã na mɔnu si aɖe CPU ƒe ɖoɖowɔwɔ kple nunɔamesiwo dzikpɔkpɔ ƒe nu sesẽ siwo le bɔbɔe la ɖa, si ana ƒuƒoƒowo nalé fɔ ɖe woƒe dɔwɔɖoɖowo tutu kple wo zazã ŋu.

ƒe nyawo

"Alilikpo me kɔmpiuta zazã ƒe tɔtrɔ le tɔtrɔm le scaling kuxia ŋu tso virtual machines nana ko dzi va ɖo dɔwɔwɔ ƒe agbawo ƒe ɖoɖowɔwɔ le nunya me le kernel level. Enye ɣeɖuɖu sesẽ aɖe le application logic kple hardware ŋutetewo dome."

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Wò Dɔwɔƒea ƒe Dzidziɖedzi Mawɔmawɔ Tɔtɔ

Mehiã be nànye Netflix hafi haƒoha sesẽwo naɖe vi na wò o. Eɖanye microservices ʋɛ aɖewo koe nèle dɔ wɔm alo SaaS platform sesẽ aɖe o, gɔmeɖose siwo ku ɖe scaling nyuie ŋu gakpɔtɔ le nenema. Wotrɔ asi le modular business OS abe Mewayz ene be wòakpɔ dɔwɔwɔ ƒe agba siawo gbɔ. To mɔnu ɖekawɔwɔ nana hena dɔwɔwɔ, ŋkuléle ɖe nu ŋu, kple ɖokuitɔdidi ƒe dzidziɖedzi me la, Mewayz ɖea mɔ na ŋgɔyiyihawo be woaɖe woƒe nunɔamesiwo ƒe hiahiãwo kple dɔwɔwɔ ƒe ɖoɖowo me, esime ɖoɖoa kpɔa nusiwo sesẽ si le ete la gbɔ. Esia kpɔa egbɔ be wò dɔwɔɖoɖowo wɔa dɔ nyuie le egbegbe xɔtunuwo dzi, ƒoa asa na "aƒelika si toɣliɖeɖe" ƒe ŋusẽkpɔɖeamedzi eye wòléa dɔwɔwɔ si mewɔa tɔtrɔ o me ɖe asi, esiawo katã mehiã be wò ƒuƒoƒoa nazu Linux kernel ƒe ɖoɖowɔwɔ ŋuti nunyala bibiwo o. Le nyateƒe me la, Mewayz kpena ɖe ŋuwò nèdzidzea wò dɔwɔwɔ siwo le nugoe me kple kakaɖedzi, trɔa wò ŋutɔ wò ŋutete "Mount Mayhem" wòzua dɔwɔwɔ nyuie.

Nyabiase Siwo Wobiana Enuenu

To Mayhem le Netflix: Nugoewo ƒe dzidzeme le Egbegbe CPUwo dzi

Agoe ƒe Nyaʋiʋli: Density vs. Performance

Taɖodzinu na cloud-native dɔwɔwɔ ɖesiaɖe enye density gã: nugoe geɖe wɔwɔ le physical server ɖeka dzi be woazã hardware geɖe wu eye woaɖe gazazãwo dzi akpɔtɔ. Gake density yometiti sia tsi tre ɖe dɔwɔwɔ ƒe hiahiãwo ŋu tẽ. Egbegbe CPUwo, kple woƒe core counts kɔkɔwo kple cache hierarchies sesẽwo, to complexity ƒe ƒuƒoƒo yeye aɖe vɛ. Ne nugoe gbogbo aɖewo le ho ʋlim ɖe nunɔamesi siwo woama abe CPU caches kple memory bandwidth ene ŋu la, emetsonua ateŋu anye "aƒelika si me toɣliɖeɖe le" kuxiwo, afisi nugoe ɖeka si mewɔa nu gbegblẽ o ateŋu agblẽ nugoe bubu ɖesiaɖe si le mɔ̃a dzi ƒe dɔwɔwɔ me. Menye kpɔɖeŋu geɖe dodo ɖe ŋgɔ koe scaling nye o; ekuna ɖe hardware nunɔamesiwo ƒe symphony si gɔme sese sesẽ la dzi kpɔkpɔ ŋu be woakpɔ egbɔ be dɔwɔwɔ madzudzɔmadzudzɔe na xexeame katã ƒe nyaselawo.

Toa ƒe Taming: Netflix ƒe Dɔwɔnuɖaka na CPU ƒe Dɔwɔwɔ Nyuie

Be woaɖu "Mount Mayhem" sia dzi la, Netflix ƒe mɔ̃ɖaŋudɔwɔlawo to mɔnu deŋgɔ siwo yi ŋgɔ sasasã wu nugoewo ƒe ɖoɖowɔɖi veviwo. Woƒe mɔnu nye masterclass le granular resource management, leveraging mɔ̃ɖaŋununya siwo wotu ɖe Linux kernel kple woawo ŋutɔ ƒe orchestration layers. Nu vevitɔ si le woƒe aɖaŋua mee nye be woase egɔme be CPU ƒe nu vevi menye dɔwɔwɔ ƒe akpa bɔbɔe aɖe ko o. Woƒe susu nɔa nu vevi geɖewo ŋu:

Haƒoha ƒe Takpɔkpɔ: Kuxi na Asitsahawo Katã

Togbɔ be Netflix wɔa dɔ le agbɔsɔsɔ gã aɖe me hã la, kuxi vevitɔ si nye nunɔamesiwo ƒe ɖoɖowɔwɔ nyuie la ɖina le asitsaha ɖesiaɖe si xɔa egbegbe, modular xɔtuɖaŋuwo. Menye nugoeawo ŋutɔ me koe nusi sesẽ la le o, ke boŋ le dɔdzikpɔkpɔ ƒe akpa si tsoa nya me le afisi woaƒu du le, alesi woadzidzee, kple alesi wowɔa nu ɖekae ŋu. Afi siae nusɔsrɔ̃ siwo tso Netflix ƒe "Mount Mayhem" me va zua nusi woate ŋu azã le xexeame katã le. Adzɔhawo hiã dɔwɔɖoɖo si li egbea si ate ŋu akpɔ kuxi sesẽ sia gbɔ evɔ mahiã be woawɔ SRE siwo le xexeame katã ƒe ƒuƒoƒo o. Wohiã na mɔnu si aɖe CPU ƒe ɖoɖowɔwɔ kple nunɔamesiwo dzikpɔkpɔ ƒe nu sesẽ siwo le bɔbɔe la ɖa, si ana ƒuƒoƒowo nalé fɔ ɖe woƒe dɔwɔɖoɖowo tutu kple wo zazã ŋu.

Wò Asitsatsa ƒe Dzidziɖedzi Mawɔmawɔ Tɔtɔ

Mehiã be nànye Netflix hafi haƒoha sesẽwo naɖe vi na wò o. Eɖanye microservices ʋɛ aɖewo koe nèle dɔ wɔm alo SaaS platform sesẽ aɖe o, gɔmeɖose siwo ku ɖe scaling nyuie ŋu gakpɔtɔ le nenema. Wotrɔ asi le modular business OS abe Mewayz ene ŋu be wòakpɔ dɔwɔwɔ ƒe agba siawo gbɔ. To mɔnu ɖekawɔwɔ nana hena dɔwɔwɔ, ŋkuléle ɖe nu ŋu, kple ɖokuitɔdidi ƒe dzidziɖedzi me la, Mewayz ɖea mɔ na ŋgɔyiyihawo be woaɖe woƒe nunɔamesiwo ƒe hiahiãwo kple dɔwɔwɔ ƒe ɖoɖowo me, esime ɖoɖoa kpɔa nusiwo sesẽ si le ete la gbɔ. Esia kpɔa egbɔ be wò dɔwɔɖoɖowo wɔa dɔ nyuie le egbegbe xɔtunuwo dzi, ƒoa asa na "aƒelika si toɣliɖeɖe" ƒe ŋusẽkpɔɖeamedzi eye wòléa dɔwɔwɔ si mewɔa tɔtrɔ o me ɖe asi, esiawo katã mehiã be wò ƒuƒoƒoa nazu Linux kernel ƒe ɖoɖowɔwɔ ŋuti nunyala bibiwo o. Le nyateƒe me la, Mewayz kpena ɖe ŋuwò nèdzidzea wò dɔwɔwɔ siwo le nugoe me kple kakaɖedzi, trɔa wò ŋutɔ wò ŋutete "Mount Mayhem" wòzua dɔwɔwɔ nyuie.