GCS Storage Class 最適化ツールを作り数万ドルを削減した話【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

($44UPSBHF$MBTT፞ᴧට୴஬஛ ୄ౬଼ዝ௢୹஛ୄ൦ᕱଉ଑ᯌ ᘠᰬ່ᴪLKVO

($44UPSBHF$MBTTଠ፞ᴧටଚଏଠᨅඐට ($44UPSBHF$MBTTଠ፞ᴧටଝ଺ଽୣ୩୸൦ᕱඇ᎞ వጄౕૺ଑૶ଅଚ

($4 (PPHMF$MPVE4UPSBHF ଚଡ ($1ଠ୚ஆ୨ୗୟ୸୩୸ஜ஬୨୥஬ஃ୩ ᯠᵹᡯᇳଡᡯᇳ OFUXPSL TUPSBHF PQFSBUJPO
FBSMZEFMFUF

4UPSBHF$MBTTଚଡ ୚ஆ୨ୗୟ୸ଝ᮱࿖ଋଽ஁ங஑஬୯஬ TUPSBHF PQFSBUJPO FBSMZEFMFUFଠዬᵹසಃ૾᛽ଜଽ XVFHQWUDO VWRUDJH +&༢఩᭶
RSHUDWLRQ ᅇ䛒䛯䜚 HDUO\GHOHWH ᭱పಖᏑᮇ㛫 VWDQGDUG GD\V QHDUOLQH GD\V FROGOLQH GD\V DUFKLYH GD\V

TUBOEBSEଡẰᤱଝ୒ୟ୫୩ଇାଽ୚ஆ୨ୗୟ୸ฎ૿ FY ᛨ೛ો୒୫୳୸ᣃ 4UPSBHF$MBTTଚଡ XVFHQWUDO VWRUDJH +&༢఩᭶ RSHUDWLRQ
ᅇ䛒䛯䜚 HDUO\GHOHWH ᭱పಖᏑᮇ㛫 VWDQGDUG GD\V QHDUOLQH GD\V FROGOLQH GD\V DUFKLYH GD\V

BSDIJWFଡ᷶፫᜷ଝಖྺଇାଽ୚ஆ୨ୗୟ୸ฎ૿ FY ஝ୠો஀୳ୟ୒୳இ 4UPSBHF$MBTTଚଡ XVFHQWUDO VWRUDJH +&༢఩᭶ RSHUDWLRQ
ᅇ䛒䛯䜚 HDUO\GHOHWH ᭱పಖᏑᮇ㛫 VWDQGDUG GD\V QHDUOLQH GD\V FROGOLQH GD\V DUFKLYH GD\V

൙ᛟᛟᴆଝḂୁ଻ଌો4UPSBHF$MBTTTUBOEBSE ᣨ᎞TUPSBHFዬᵹ૾ᦩགට 4UPSBHF$MBTT፞ᴧටܠ൩ܡ

4UPSBHF$MBTTᴬሕଡᆜ༻ଚṟଉ૶ 4UPSBHF$MBTTଆଚଠ፠ẵᱎᛟ ፠ẵ൦ᕱẵ ᠇ᬻୣ୩୸ଡ 4UPSBHF$MBTT፞ᴧට

൙ᛟᛟᴆଝᄷଊ଑፞ᴧଜ4UPSBHF$MBTTଝῙ TUPSBHFዬᵹ૾ᕱဍଉોഋ౦ଚଉଘ଴൦ᕱଝᇡൿῙ 4UPSBHF$MBTT፞ᴧටܠᄛܡ

$MPVE.POJUPSJOH"1*଺଼᠔ẻଠ஑୸சୟ୩ᆁ༁ୄ෪ᄠ 4UPSBHF$MBTT፞ᴧට

4UPSBHF$MBTT፞ᴧට

4UPSBHF$MBTTᨅඐට JFVUHFRPPHQGHUFKHFN? >FVY@? SURMHFWLG<285B*&3B352-(&7B,'!? EXFNHWQDPH<285B*&3B%8&.(7B1$0(! ($43FDPNNFOEFS ഋஇ஝୨ୗୟ୸ପଠ௟ስ࿚ᬻ૾෺ᧄଝ $47൉ൾଝ଺କଘ೴೿Ⴜాଃ૾෺ᧄଝ

($43FDPNNFOEFS ࿚ṃଝଶକଘ଱଑Ῑ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ 6WDQGDUG
1HDUOLQH PRQWK &ROGOLQH PRQWK $UFKLYH PRQWK

($43FDPNNFOEFS 4UBOEBSEଠTUPSBHFዬᵹ૾዆ᵒ᜷ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ 6WDQGDUG

($43FDPNNFOEFS "SDIJWFଝ࿍ጕଝ༷ፕଋଽଚ Ⴆଡ೺૾෪ାଜ૶ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ
6WDQGDUG 1HDUOLQH PRQWK &ROGOLQH PRQWK $UFKLYH PRQWK

($43FDPNNFOEFS $PMEMJOFଡ൦ᕱẵ૾ඵ൏ག૿ଁો᠇ᬻୣ୩୸଴஦፠ଙᳵᕩ෺ᧄ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ 6WDQGDUG

ഋ័ଠ($44UPSBHF$MBTT፞ᴧටଙોܡ፠ẵܡዝ௢୹஛ଠୣ୩୸൦ᕱ ($4ଝ4UPSBHF$MBTTଠᨅඐ቉଼൏ଃᑺᧄୄ፫ᄖ ରଚଳ

GCS Storage Class 最適化ツールを作り数万ドルを削減した話【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

GCS Storage Class 最適化ツールを作り数万ドルを削減した話【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

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($44UPSBHF$MBTT፞ᴧට୴஬஛ ୄ౬଼ዝ௢୹஛ୄ൦ᕱଉ଑ᯌ ᘠᰬ່ᴪLKVO

($44UPSBHF$MBTTଠ፞ᴧටଚଏଠᨅඐට ($44UPSBHF$MBTTଠ፞ᴧටଝ଺ଽୣ୩୸൦ᕱඇ᎞ వጄౕૺ଑૶ଅଚ

($4 (PPHMF$MPVE4UPSBHF ଚଡ ($1ଠ୚ஆ୨ୗୟ୸୩୸ஜ஬୨୥஬ஃ୩ ᯠᵹᡯᇳଡᡯᇳ OFUXPSL TUPSBHF PQFSBUJPO

4UPSBHF$MBTTଚଡ ୚ஆ୨ୗୟ୸ଝ᮱࿖ଋଽ஁ங஑஬୯஬ TUPSBHF PQFSBUJPO FBSMZEFMFUFଠዬᵹසಃ૾᛽ଜଽ XVFHQWUDO VWRUDJH +&༢఩᭶

TUBOEBSEଡẰᤱଝ୒ୟ୫୩ଇାଽ୚ஆ୨ୗୟ୸ฎ૿ FY ᛨ೛ો୒୫୳୸ᣃ 4UPSBHF$MBTTଚଡ XVFHQWUDO VWRUDJH +&༢఩᭶ RSHUDWLRQ

BSDIJWFଡ᷶፫᜷ଝಖྺଇାଽ୚ஆ୨ୗୟ୸ฎ૿ FY ஝ୠો஀୳ୟ୒୳இ 4UPSBHF$MBTTଚଡ XVFHQWUDO VWRUDJH +&༢఩᭶ RSHUDWLRQ

൙ᛟᛟᴆଝḂୁ଻ଌો4UPSBHF$MBTTTUBOEBSE ᣨ᎞TUPSBHFዬᵹ૾ᦩགට 4UPSBHF$MBTT፞ᴧටܠ൩ܡ

4UPSBHF$MBTTᴬሕଡᆜ༻ଚṟଉ૶ 4UPSBHF$MBTTଆଚଠ፠ẵᱎᛟ ፠ẵ൦ᕱẵ ᠇ᬻୣ୩୸ଡ 4UPSBHF$MBTT፞ᴧට

൙ᛟᛟᴆଝᄷଊ଑፞ᴧଜ4UPSBHF$MBTTଝῙ TUPSBHFዬᵹ૾ᕱဍଉોഋ౦ଚଉଘ଴൦ᕱଝᇡൿῙ 4UPSBHF$MBTT፞ᴧටܠᄛܡ

$MPVE.POJUPSJOH"1*଺଼᠔ẻଠ஑୸சୟ୩ᆁ༁ୄ෪ᄠ 4UPSBHF$MBTT፞ᴧට

4UPSBHF$MBTT፞ᴧට

4UPSBHF$MBTTᨅඐට JFVUHFRPPHQGHUFKHFN? >FVY@? SURMHFWLG<285B&3B352-(&7B,'!? EXFNHWQDPH<285B&3B%8&.(7B1$0(! ($43FDPNNFOEFS ഋஇ஝୨ୗୟ୸ପଠ௟ስ࿚ᬻ૾෺ᧄଝ $47൉ൾଝ଺କଘ೴೿Ⴜాଃ૾෺ᧄଝ

($43FDPNNFOEFS ࿚ṃଝଶକଘ଱଑Ῑ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ 6WDQGDUG

($43FDPNNFOEFS 4UBOEBSEଠTUPSBHFዬᵹ૾዆ᵒ᜷ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ 6WDQGDUG

($43FDPNNFOEFS "SDIJWFଝ࿍ጕଝ༷ፕଋଽଚ Ⴆଡ೺૾෪ାଜ૶ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ

($43FDPNNFOEFS $PMEMJOFଡ൦ᕱẵ૾ඵ൏ག૿ଁો᠇ᬻୣ୩୸଴஦፠ଙᳵᕩ෺ᧄ 䝇䝖䝺䞊䝆ᩱ 㔠䜸䝨䝺䞊䝅䝵䞁ᩱ㔠 ๐ῶ㢠 ⛣⾜䝁䝇䝖 ᏶῭᭶ᩘ 6WDQGDUG

ഋ័ଠ($44UPSBHF$MBTT፞ᴧටଙોܡ፠ẵܡዝ௢୹஛ଠୣ୩୸൦ᕱ ($4ଝ4UPSBHF$MBTTଠᨅඐ቉଼൏ଃᑺᧄୄ፫ᄖ ରଚଳ

GCS Storage Class 最適化ツールを作り数万ドルを削減した話 【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

GCS Storage Class 最適化ツールを作り数万ドルを削減した話 【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

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GCS Storage Class 最適化ツールを作り数万ドルを削減した話【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

GCS Storage Class 最適化ツールを作り数万ドルを削減した話【DeNA TechCon 2021 Winter】/techcon2021 winter_LT2

DeNA_Tech
PRO