GAE_SE_Go_Second_generation_And_Cloud_Spanner.pdf

Slide 1

Slide 1 text

1 (PPHMF"QQ&OHJOF(P 4UBOEBSE&EJUJPO4FDPOEHFOFSBUJPO "OE$MPVE4QBOOFS !TPOBUBSE ञͱήʔϜͱΠϯϑϥͱ($1ୈճ ʙ೥຤͔ͩΒ؊ଁʹμϝʔδड͚ͳ͍ఔ౓ʹҿΉͧʙ!%..DPN

Slide 2

Slide 2 text

Server Side Engineer ͦͳͨ @sonatard 2006 - • Linux Server and Network Engineer 2010 - • Develop Wireless LAN Module Simulator with SystemC • Develop TCP/IP protocol stack on RTOS 2014 - • Go in my free time - Command-line utility for searching Github repository. https://github.com/sonatard/ghs - LDAP Auth Client library https://github.com/sonatard/go-ldapc 2017 - • Google App Engine Go Engineer

Slide 3

Slide 3 text

• ͸͡Ίʹ • GAEͷۙ೥ͷಈ͖ͱ2nd-gen • GAEͱGKE • Cloud Spannerͷར༻ɺCloud SQL͔ΒͷҠߦ • એ఻

Slide 4

Slide 4 text

4 ͸͡Ίʹ w ("&(PલఏͰ͓࿩͠·͢ w TUHFOɺOEHFOͷ੍໿͸ݴޠʹΑͬͯҟͳΓ·͢

Slide 5

Slide 5 text

• ͸͡Ίʹ • GAEͷۙ೥ͷಈ͖ͱ2nd-gen • GAEͱGKE • Cloud Spannerͷར༻ɺCloud SQL͔ΒͷҠߦ • એ఻

Slide 6

Slide 6 text

6 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOͷۙ೥ͷಈ͖ w "QQ&OHJOF w (PPHMF࠷ॳͷΫϥ΢υαʔϏε w ($1Ҏલ͔Βଘࡏ w ݱࡏͰ͸"QQ&OHJOFҎ֎ʹ΋ଟ͘ͷ࣮ߦ؀ڥ͕ଘࡏ w ($& w "QQ&OHJOF'MFY&OWJSPONFOU w (,& w ,OBUJWF 4FSWFSMFTTBEEPOGPS(PPHMF,VCFSOFUFT&OHJOF w $MPVE'VODUJPOT w ଞͷ࣮ߦ؀ڥ͔Β΋ར༻Ͱ͖ΔΑ͏ʹ"QQ&OHJOFґଘػೳΛ($1ʹ੾Γग़͢ಈ͖͕͋Δ w "QQ&OHJOF%BUBTUPSF$MPVE%BUBTUPSF w "QQ&OHJOFDSPO$MPVE4DIFEVMFS w "QQ&OHJOFUBTLRVFVF$MPVE5BTLT

Slide 7

Slide 7 text

7 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOTUHFOͷ੍໿ͱฐ֐ w TUHFOͷ࣮ߦ؀ڥͱͯ͠ͷ੍໿ w ଞͷίϯςφͱΧʔωϧΛڞ༗͍ͯ͠Δ౎߹Ͱ৴པͰ͖ͳ͍γεςϜίʔϧΛ࣮ߦ͞ ΕΔڪΕ͕͋ΔͨΊɺ௚઀γεςϜίʔϧΛ࣮ߦ͢Δ͜ͱ͸Ͱ͖ͳ͔ͬͨ w 8FCΞϓϦέʔγϣϯΛఏڙ͢Δ্Ͱ࠷௿ݶඞཁͳγεςϜίʔϧ͸ɺBQQFOHJOF QBDLBHFΛར༻͠ͳ͚Ε͹͍͚ͳ͍ w (PPHMFࣾ಺ͷ։ൃऀ w BQQFOHJOFQBDLBHFͷ։ൃ w (PͷόʔδϣϯΞοϓ͝ͱʹɺ(Pຊମʹ"QQ&OHJOFઐ༻ͷύονΛ౰ͯΔ w "QQ&OHJOFར༻ऀ w "QQ&OHJOFઐ༻ͷ(PͷίʔυΛॻ͔ͳ͚Ε͹͍͚ͳ͍ w ଞͷ࣮ߦ؀ڥ΁ͷҠ২ੑ͕௿͍ "QQ&OHJOF΁ͷϩοΫΠϯ͕ڧ͍

Slide 8

Slide 8 text

8 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPO΁ͷґଘͷ௿ݮ w "QQ&OHJOFࣗ਎΋"QQ&OHJOF΁ͷґଘΛݮΒͦ͏ͱ͍ͯ͠Δ w "QQ&OHJOF"1*͕ඇਪ঑ʹ ͍ͭഇࢭ͞ΕΔ͔͸ະఆ w *NBHF"1* w 6TFST"1* ೝূ w .BJM"1* w 4FBSDI"1* w .FNDBDIF

Slide 9

Slide 9 text

9 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOOEHFOͷొ৔ w H7JTPSʹΑΓɺίϯςφ͝ͱʹϦιʔε͕෼ׂ͞Εͨ w ଞͷίϯςφʹର͢Δഁյతૢ࡞͕Ͱ͖ͳ͘ͳͬͨ w γεςϜίʔϧΛࣗ༝ʹୟ͚ΔΑ͏ʹͳͬͨ w H7JTPS͕࣮૷͍ͯ͠ΔγεςϜίʔϧݶఆ

Slide 10

Slide 10 text

10 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOOEHFO੍ݶղফʹΑΓՄೳʹͳͬͨ͜ͱ w TUHFOͰ͸ઈରʹͰ͖ͳ͔ͬͨ͜ͱ͕OEHFOͰ͸࠾༻Ͱ͖ΔΑ͏ʹ w ֎෦ͷίϚϯυΛμ΢ϯϩʔυ͓͍ͯͯ͠ɺͦͷόΠφϦΛ࣮ߦ͢Δ͜ͱ͕Մೳ w FYFD$PNNBOE w JOJU࣌ʹXHFUͰUNQμ΢ϯϩʔυUBSYWGͰίϚϯυΛ഑ஔ w ϦΫΤετ͝ͱʹͦͷίϚϯυΛ࣮ߦ w όΠφϦ͕)551ϦΫΤετΛ౤͛ΔΑ͏ͳ΋ͷ΋໰୊ͳ͍ DVSMIUUQTTBNQMFEPUQSPKFDUJEBQQTQPUDPNDNE HPMBOHHP5IF(PQSPHSBNNJOHMBOHVBHF GVODJOJU \ PVU FSSFYFD$PNNBOE XHFU lIUUQTBBBHITUBSH[z 0 UNQHITUBSH[ $PNCJOFE0VUQVU PVU FSSFYFD$PNNBOE UBS YWG UNQHITUBSH[ $ lUNQ $PNCJOFE0VUQVU ^ GVOD$NE)BOEMF XIUUQ3FTQPOTF8SJUFS SIUUQ3FRVFTU \ PVU FSSFYFD$PNNBOE lUNQHIT HPMBOHHP N $PNCJOFE0VUQVU GNU'QSJOUG X W TUSJOH PVU ^

Slide 11

Slide 11 text

11 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOOEHFO੍ݶղফʹΑΓՄೳʹͳͬͨ͜ͱ w 4UBDLESJWFS1SPpMFS͕ར༻Մೳʹʂʂ w ݱࡏαϙʔτ͸͞Ε͍ͯͳ͍ GVODJOJU \ QSPKFDU*%PT(FUFOW (00(-&@$-06%@130+&$5 JGFSSQSPpMFS4UBSU QSPpMFS$POpH\ %FCVH-PHHJOHGBMTF 1SPKFDU*%QSPKFDU*% ^ FSSOJM\ QBOJD FSS ^ ^

Slide 12

Slide 12 text

12 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOOEHFOͷ੍໿ w ར༻Ͱ͖ͳ͍ϓϩτίϧ w (31$͕࢖͑ͳ͍)551ͷΈ w 8FC4PDLFU͕࢖͑ͳ͍ w "QQ&OHJOF"1*ͷҠߦઌ͕($1ʹͳ͍໰୊ w .BJM"1*4FOE(SJE w 4FBSDI"1*&MBTUJDL4FBSDIPO($& w 6TFST"1* ೝূ 'JSFCBTF"VUI (PPHMF4JHO*O 0QFO"1* w কདྷతʹ͸$MPVE*"1ʁ w .FNDBDIF3FEJT-BCT.FNDBDIFE$MPVE w কདྷతʹ͸$MPVENFNPSZTUPSFʁ w ݱࡏɺ7JSUVBM1SJWBUF$MPVEʢ71$ ʹ"QQ&OHJOF͸઀ଓͰ͖ͳ͍ɻ

Slide 13

Slide 13 text

13 (PPHMF"QQ&OHJOF4UBOEBSE&EJUJPOOEHFO͸Ҡߦ͢΂͖ʁ w "QQ&OHJOF"1*͸ඇਪ঑Ͱ͋Δ͕ར༻Ͱ͖ΔͷͰՄೳͳΒOEHFOʹҠߦͨ͠ํ͕ྑ͍ w (P͕࢖͑Δ w ༷ʑͳ੍ݶ͕ͳ͘ͳΔ w "QQ&OHJOF"1*͕ഇࢭ͞ΕΔՄೳੑ͸͋Δ͕ɺͦΕ͸TUHFOͰ΋OEHFOͰ΋ಉ༷

Slide 14

Slide 14 text

• ͸͡Ίʹ • GAEͷۙ೥ͷಈ͖ͱ2nd-gen • GAEͱGKE • Cloud Spannerͷར༻ɺCloud SQL͔ΒͷҠߦ • એ఻

Slide 15

Slide 15 text

15 "QQ&OHJOFͱ(,& ؅ཧͷ༰қ͞ ࣗ༝౓ "QQ&OHJOFTU ॳظ(,&

Slide 16

Slide 16 text

16 "QQ&OHJOFͱ(,& ؅ཧͷ༰қ͞ ࣗ༝౓ "QQ&OHJOFTU "QQ&OHJOFOE ॳظ(,& ݱࡏͷ(,& पลαʔϏε

Slide 17

Slide 17 text

17 "QQ&OHJOFͱ(,& ؅ཧͷ༰қ͞ ࣗ༝౓ "QQ&OHJOFTU "QQ&OHJOFOE ॳظ(,& ݱࡏͷ(,& पลαʔϏε

Slide 18

Slide 18 text

18 "QQ&OHJOFͱ(,& ؅ཧͷ༰қ͞ ࣗ༝౓ "QQ&OHJOFTU "QQ&OHJOFOE ॳظ(,& ݱࡏͷ(,& पลαʔϏε "QQ&OHJOF OFYU (,& OFYU

Slide 19

Slide 19 text

19 "QQ&OHJOFͱ(,& ؅ཧͷ༰қ͞ ࣗ༝౓ "QQ&OHJOFTU "QQ&OHJOFOE ॳظ(,& ݱࡏͷ(,& पลαʔϏε "QQ&OHJOF OFYU (,& OFYU /FX 1SPEVDU

Slide 20

Slide 20 text

• ͸͡Ίʹ • GAEͷۙ೥ͷಈ͖ͱ2nd-gen • GAEͱGKE • Cloud Spannerͷར༻ɺCloud SQL͔ΒͷҠߦ • એ఻

Slide 21

Slide 21 text

21 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦ w ΠϯλʔϦʔϒΛҙࣝͨ͠ςʔϒϧઃܭ w BVUPJODSFNFOU͕ͳ͍ w ಛఆͷϊʔυ͕ϗοτεϙοτʹͳΒͳ͍Α͏1,͸66*%ʹ͓ͯ͘͠ w 3FBE5SBOTBDUJPO w ಉҰ࣌ࠁͷσʔλΛಡΈऔΔ͜ͱ͕Ͱ͖ΔɻϩοΫ͸औΒͳ͍ɻ w ΫΤϦʔͷରԠঢ়گ w ରԠ w 4&-&$5ɺ*/4&35ɺ61%"5&ɺ%&-&5& w -*.*5ɺ0''4&5ɺ+0*/ɺ*/ɺ03ɺ)"7*/( w ະରԠ w -*,&

Slide 22

Slide 22 text

22 $MPVE42-ɺ$MPVE'JSFTUPSFɺ$MPVE4QBOOFS w $MPVE42- w εέʔϧΞ΢τ͠ͳ͍ w ϝϯςφϯεʹΑΔ࠶ىಈ͕(PPHMF౎߹Ͱ਺ϲ݄ʹ౓ൃੜ͢Δ w ։ൃ؀ڥ.Z42-ΛࣗલͰཱͯΔ w $MPVE'JSFTUPSF OBUJWFNPEF EBUBTUPSFNPEF w Ϣʔβࢦఆ࣌ࠁͷόοΫΞοϓػೳ͕ͳ͍ w ॴఆ࣌ࠁ΁ͷϩʔϧόοΫ͕Ͱ͖ͳ͍ͱۚ༥Ͱ͸ར༻͕೉͍͠ w ։ൃ؀ڥΤϛϡϨʔλ͋Γ w $MPVE4QBOOFS w εέʔΞ΢ϧτ͢Δ w ϝϯςφϯεʹΑΔ࠶ىಈ͸ͳ͍ w Ϣʔβࢦఆ࣌ࠁͷόοΫΞοϓػೳ͕͋Δ w ϊʔυ՝ۚͷͨΊݸਓαʔϏεͰ͸ར༻ͮ͠Β͍ w ݄࠷௿ສɺϓϩμΫτͰ͸ϊʔυͷ৑௕ߏ੒Ͱສ w ։ൃ؀ڥΤϛϡϨʔλ͕ͳ͍ w

Slide 23

Slide 23 text

23 $MPVE4QBOOFSPO"QQ&OHJOF(P74$MPVE42-BOEEBUBTUPSF w $MPVE4QBOFOS74$MPVE42- w Ձ֨໘ͱ.Z42-ͷػೳΛϑϧʹ࢖͍͍ͨ৔߹Ҏ֎Ͱ$MPVE42-Λར༻͢Δཧ༝͸ w ػೳ͕ෆ଍͍ͯͯ͠΋ӡ༻ෆՄ͕Լ͕Δ΄͏Λબͼ͍͔ͨͲ͏͔࣍ୈ w $MPVE4QBOOFS74EBUBTUPSF w EBUBTUPSF͸,74ͳͷͰ.Z42-͔ΒͷҠߦ͸EBUBTUPSFͷํ͕େม w 4QBOOFS͸ଟগϊ΢ϋ΢͕ඞཁͳͷͰɺEBUBTUPSFͷํ͕ར༻͸༰қ w Ձ֨໘͸αʔϏεن໛࣍ୈ

Slide 24

Slide 24 text

24 $MPVE4QBOOFSPO"QQ&OHJOF(P w TUHFOͰ͸ɺBQQFOHJOFDPOUFYUͱ$MPVE4QBOOFSͷηογϣϯͷ౎߹Ͱར༻ෆՄ w OEHFOͰ͸ར༻Ͱ͖ΔΑ͏ʹͳͬͨ w Πϯελϯεىಈ࣌ʹ4QBOOFSͷηογϣϯΛషͬͨΫϥΠΞϯτΛੜ੒ w ϦΫΤετ͝ͱʹ࡞੒ͨ͠4QBOOFSΫϥΠΞϯτΛར༻͢Δ w ࣮૷Ͱ"QQ&OHJOFಛ༗ͷۤ࿑ͱ͍͏ͷ͸ͳ͍

Slide 25

Slide 25 text

25 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦ࣮ࡍʹࠔͬͨ͜ͱ w ରԠ͍ͯ͠Δܕ͕গͳ͍ w JOU͕ଘࡏ͠ͳ͍ w 1SPUPDPM#V⒎FSTͷFOVN͸JOUͳͷͰɺJOU΁ͷΩϟετ͕ඞཁ w ߏ଄ମ͸อଘͰ͖ͳ͍ w %FDJNBMߏ଄ମΛอଘ͍͕ͨ͠खஈ͕ͳ͍ w ਺஋ΛTUSJOHʹ͢Δ͔ɺߏ଄ମͷཁૉΛ෼ղͯ͠ΧϥϜʹೖΕΔ͔͠ͳ͍ w */&5@/50"ͳͲ͕ͳ͍ w 4&-&$5*/&5@/50" JQ@BEESFTT '30.UBCMF͕࣮ߦͰ͖ͳ͍ w ఘΊͨ

Slide 26

Slide 26 text

26 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦΞʔΩςΫνϟ w σʔλϕʔεͷ౎߹͕ΞϓϦέʔγϣϯ૚υϝΠϯ૚ʹӨڹΛ༩͑ͳ͍Α͏࣮૷͢Δ w υϝΠϯͱ%#ͷςʔϒϧߏ଄Λผߏ଄ମͰఆٛ w ΞϓϦέʔγϣϯ૚͔Β͸3FQPTJUPSZΛܦ༝ͯ͠$36%Λ࣮ߦ͢Δɻ w υϝΠϯΛ౉ͯ͠ɺ%#ͷςʔϒϧͷߏ଄ମ΁ม׵ QBDLBHFSFQPTJUPSZ UZQF6TFSJOUFSGBDF\ (FU#Z5ZQF DUYDPOUFYU$POUFYU UYEC3FBE5SBOTBDUJPO UQC5ZQF EPNBJO6TFS FSSPS ^ QBDLBHFEPNBJO UZQF6TFSTUSVDU\ *%TUSJOH 5ZQFQC5ZQFJOU ^ QBDLBHFJOGSB UZQF6TFSTUSVDU\ *%TUSJOH 5ZQFJOU ^

Slide 27

Slide 27 text

27 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦΞʔΩςΫνϟ w σʔλϕʔεͷ౎߹͕ΞϓϦέʔγϣϯ૚υϝΠϯ૚ʹӨڹΛ༩͑ͳ͍Α͏࣮૷͢Δ w ΞϓϦέʔγϣϯ૚ͷτϥϯβΫγϣϯ΋4QBOOFSʹґଘ͠ͳ͍Α͏ந৅Խ w 4QBOOFSʹ͸3FBE0OMZ5SBOTBDUJPO͕ଘࡏ w ந৅Խͯ͠ར༻͢Δ͜ͱΑΓ΋ɺҠߦ͢Δͱ͖ʹ͢΂ͯ௚͢ίετͷํ͕௿͍ Մೳੑ΋ߟྀͯ͠νʔϜͰ૬ஊɻ UZQF6TFSJOUFSGBDF\ (FU DUYDPOUFYU$POUFYU UYEC3FBE5SBOTBDUJPO V*%TUSJOH EPNBJO6TFS FSSPS ^ UZQF6TFSJOUFSGBDF\ (FU DUYDPOUFYU$POUFYU UYTQBOOFS3FBE5SBOTBDUJPO V*%TUSJOH EPNBJO6TFS FSSPS ^

Slide 28

Slide 28 text

28 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦΞʔΩςΫνϟ w 3FBE8SJUF5SBOTBDUJPO JG@ FSSTQBOOFS3FBE8SJUF5SBOTBDUJPO DUY GVOD DUYDPOUFYU$POUFYU UYTQBOOFS3FBE8SJUF5SBOTBDUJPO FSSPS\ V FSSSFQPT6TFS(FU DUY UY *% JG@ FSSEC3FBE8SJUF5SBOTBDUJPO DUY GVOD DUYDPOUFYU$POUFYU UYEC3FBE8SJUF5SBOTBDUJPO FSSPS\ V FSSSFQPT6TFS(FU DUY UY *% w 3FBE0OMZ5SBOTBDUJPO UYTQBOOFS3FBE0OMZ5SBOTBDUJPO V FSSSFQPT6TFS(FU DUY UY *% UYEC3FBE0OMZ5SBOTBDUJPO .Z42-ʹ͸3FBE0OMZ5SBOTBDUJPO͸ͳ͍͕ʜ V FSSSFQPT6TFS(FU DUY UY *%

Slide 29

Slide 29 text

29 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦ࣮ࡍʹࠔͬͨ͜ͱ w ΫΤϦʔύϥϝʔλͷࢦఆ w JOUFSGBDF\^ܕͳͷͰ࣮ߦ࣌Τϥʔ͕Α͘ى͖Δ w ίϯύΠϧ࣌ʹؾ͕͚ͭͳ͍ GVOD SSFQP (FU%PNBJO" DUYDPOUFYU$POUFYU *%JOU EPNBJO%PNBJO" FSSPS \ TUNUTQBOOFS4UBUFNFOU\ 42-GNU4QSJOUG 4&-&$5'30.UBCMF"8)&3&*%!*%z 1BSBNTNBQJOUFSGBDF\^\ Ҿ਺͸JOUɺςʔϒϧͷ*%͸JOUͰ࣮ߦ࣌ʹΤϥʔ *%*% ^ ^

Slide 30

Slide 30 text

30 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦ࣮ࡍʹࠔͬͨ͜ͱղܾࡦ w ΫΤϦʔύϥϝʔλͷࢦఆ w ύϥϝʔλ͸ඞͣ%#ͷςʔϒϧͷܕΛܦ༝ͯ͠౉͢ UZQF%PNBJO"&OUJUZTUSVDU\ *%JOU /BNFTUSJOH ^ GVOD SSFQP (FU%PNBJO" DUYDPOUFYU$POUFYU *% JOU EPNBJO%PNBJO" FSSPS \ QBSBNT%PNBJO"&OUJUZ\ *%JOU JE ^ TUNUTQBOOFS4UBUFNFOU\ 42-GNU4QSJOUG 4&-&$5'30.UBCMF"8)&3&*%!1BSBNT*%z 1BSBNTNBQJOUFSGBDF\^\ 1BSBNTQBSBNT ^ ^

Slide 31

Slide 31 text

31 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦศརͩͬͨ͜ͱ w */ͱ6//&45 w TMJDFΛ6//&45͢Δ͜ͱͰ*/ʹ౉ͤΔ w .Z42-ͷͱ͖ͷ*/͸ར༻͢ΔϥΠϒϥϦґଘͩͬͨ GVOD SSFQP (FU#Z/BNFT DUYDPOUFYU$POUFYU OBNFT<>TUSJOH <>EPNBJO%PNBJO" FSSPS \ TUNUTQBOOFS4UBUFNFOU\ 42-GNU4QSJOUG 4&-&$5'30.UBCMF"8)&3&OBNF*/6//&45 !OBNFT 1BSBNTNBQJOUFSGBDF\^\ OBNFTOBNFT ^ ^ ུ ^

Slide 32

Slide 32 text

32 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦศརͩͬͨ͜ͱ w NVUBUJPO w ෳ਺ͷΫΤϦʔͷNVUBUJPOΛ࡞੒ͯ͠ಉ࣌ʹ࣮ߦ͢Δ͜ͱ͕Մೳ w ίʔυ্ͰτϥϯβΫγϣϯΛషͬͯɺͭͷΫΤϦʔ͕ࣦഊͨ͠ΒϩʔϧόοΫͱ ͍͏͜ͱΛදݱ͠ͳͯ͘Α͍ GVOD SSFQP 6QEBUF DUYDPOUFYU$POUFYU UYTQBOOFSVUJM8SJUF5SBOTBDUJPO EEPNBJO%PNBJO" FSSPS\ F/FX&OUJUZ E N FSSTQBOOFS6QEBUF4USVDU F5BCMF/BNF F MPH΋ಉ࣌ʹ࡞੒ MFF-PH MN FSSTQBOOFS*OTFSU4USVDU MF5BCMF/BNF MF JGFSSUY#V⒎FS8SJUF <>TQBOOFS.VUBUJPO\N MN^ FSSOJM\ SFUVSOFSSPST8SBQ FSS FSSUBH&SSPS5BH ^

Slide 33

Slide 33 text

33 .Z42-͔Β$MPVE4QBOOFS΁ͷҠߦศརͩͬͨ͜ͱ w (PͷຒΊࠐΈʹରԠ͍ͯ͠Δ w ҎԼͷ%PNBJO"&OUJUZΛ*OTFSU͢Δ͜ͱ͕Մೳ UZQF%PNBJO"&OUJUZTUSVDU\ *%TUSJOH %PNBJO#&OUJUZ ^ UZQF%PNBJO#&OUJUZTUSVDU\ *%TUSJOH /BNFTUSJOH ^

Slide 34

Slide 34 text

• ͸͡Ίʹ • GAEͷۙ೥ͷಈ͖ͱ2nd-gen • GAEͱGKE • Cloud Spannerͷར༻ɺCloud SQL͔ΒͷҠߦ • એ఻

Slide 35

Slide 35 text

35 ຊ౰ʹ࢖͍͍ͨͷ͸(31$ w ࢖͍͍ͨͷ͸*%- *OUFSGBDF%FTDSJQUJPO-BOHVBHF w ΋ͦ͠͏ͳΒͦΕ͸(31$Ͱ͸ͳ͘1SPUPDPM#V⒎FST w QSPUPDHFOHPIUUQ w (FOFSBUFl1SPUPDPM#V⒎FST31$PO)551z$PEF*OTUFBEPG+40/31$ w IUUQTOBNFUBLFHJUIVCJPQPTUTQSPUPDHFOHPIUUQ w 4VQQPSUPOMZ1045NFUIPE w 8BJUUPTVQQPSUPQUJPO HPPHMFBQJIUUQ 1VMM3FRVFTU w 4VQQPSU1SPUPDPM#V⒎FSTBOE+40/ w 1PTTJCMFUPVTF1SPUPDPM#V⒎FST31$PO)551PO"QQ&OHJOF w 3FqFDUWFSTJPO w $VSSFOUMZOPU044 w 4VQQPSU1045#PEZ 1045'PSN7BMVF (&52VFSZ4USJOH

Slide 36

Slide 36 text

36 $**NBHF w %PDLFS*NBHFGPSUIF(PPHMF"QQ&OHJOF(PFOWJSPONFOUTFDPOEHFOFSBUJPO w IUUQTHJUIVCDPNHDQVHEPDLFSBQQFOHJOFHP

Slide 37

Slide 37 text

37 OEHFO΁ͷҠߦͷαϯϓϧίʔυ w IUUQTHJUIVCDPNTPOBUBSEBQQFOHJOFHPTBNQMF

Slide 38

Slide 38 text

38 3FGFSFODF w "QQ&OHJOF(P w IUUQTDMPVEHPPHMFDPNBQQFOHJOFEPDTTUBOEBSEBQQFOHJOFHFOFSBUJPO w IUUQTDMPVEHPPHMFDPNBQQFOHJOFEPDTTUBOEBSEHPHPEJ⒎FSFODFT w IUUQTDMPVEHPPHMFDPNBQQFOHJOFEPDTTUBOEBSEHPSVOUJNF w ೝূͷҠߦઌ w IUUQTDMPVEHPPHMFDPNBQQFOHJOFEPDTTUBOEBSEHPBVUIFOUJDBUJOHVTFST w ΠϯετʔϧࡁΈύοέʔδ w IUUQTDMPVEHPPHMFDPNBQQFOHJOFEPDTTUBOEBSEHPSFGFSFODFTZTUFNQBDLBHFT w H7JTSP w IUUQTEPDTHPPHMFDPNQSFTFOUBUJPOEUSY[@LT3Z)EKD"(7,JZHUYR"&9C[-SB#%FEJUTMJEFJEQ w IUUQTHJUIVCDPNHPPHMFHWJTPS w ͱ͸EFQSFDBUFE w IUUQTHSPVQTHPPHMFDPNGPSVNUPQJDHPPHMFBQQFOHJOFHPFP1/PNEBL w αϯϓϧίʔυ w IUUQTHJUIVCDPN(PPHMF$MPVE1MBUGPSNHPMBOHTBNQMFT w $MPVEUBTLT w IUUQTDMPVEHPPHMFDPNUBTLTEPDTNJHSBUJOH IMFO w IUUQTHJUIVCDPN(PPHMF$MPVE1MBUGPSNHPPHMFDMPVEHPUSFFNBTUFSDMPVEUBTLTBQJWCFUB w $MPVOE'VODUJPOTBMQIB w IUUQTUXJUUFSDPNCSPBEZTUBUVT w (PPHMF"QQ&OHJOFੈ୅ަ୅ w IUUQTEPDTHPPHMFDPNQSFTFOUBUJPOEUSY[@LT3Z)EKD"(7,JZHUYR"&9C[-SB#%FEJUTMJEFJEQ w 4UBDLESJWFS1SPpMFS w IUUQTDMPVEHPPHMFDPNQSPpMFSEPDTQSPpMJOHHP