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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ͥΜͿ"84Ͱ΍Βͳ͍ϫέ March 15, 2014 ! Takumi Sakamoto / @takus IT Platform Dept. System Infrastructure Management Gr.
 DeNA Co., Ltd.

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "CPVU.F ɾࡔຊ୎າ5BLVNJ4BLBNPUP ɾ!UBLVT ɾ0QFSBUJPO&OHJOFFS ɾ%F/"$P -5% d 2

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ࢲͱ"84 ɾ4041ͷ%ZOBNPͷ࿦จಡΜͰײಈ ɾ.Zͱ͍͏ࣸਅڞ༗ΞϓϦΛӡ༻ 3

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. 4

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ࠷ۙ͸৭ʑ΍ͬͯ·͢ 5 ιʔγϟϧήʔϜࣄۀ ΤϯλʔςΠϝϯτࣄۀ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ͥΜͿ"84Ͱ΍Βͳ͍ϫέ 6

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ϝΠϯ͸ΦϯϓϨϛε؀ڥ ɾ%F/"ͷαʔϏεͷଟ͘͸ΦϯϓϨͰӡ༻ ɾ౦೔ຊɾ੢೔ຊͷڌ఺Ͱ%3ߏ੒ "DU"DU ɾαʔόͷ୆਺͸਺ઍ୆ن໛ 7

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ίετӡ༻Ͱ༏ҐͳΒ"84΋ ɾւ֎ࢢ৔޲͚ͷαʔόΛݱ஍ʹ༻ҙ͢Δ ɾϐʔΫ࣌ͷ࢖༻཰͕ಛʹߴ͍Ұ෦ͷαʔό ɾ৽نαʔϏεͰधཁ͕ಡΈʹ͍͘৔߹ 8

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ຊ೔͓࿩͢Δ಺༰ ɾΦϯϓϨ"84྆ํͷϢʔβͱͯ͠ w γεςϜΞʔΩςΫνϟɾΦϖϨʔγϣϯͷ঺հ ɾ͜ΕͰ࠷ڧͷ"84ʹ w "84࢖͏্Ͱ΍ͬͯΔ͜ͱͳͲ w "84Ͱ࣮ݱͰ͖ͨΒ͍͍͜ͱ 9

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. γεςϜΞʔΩςΫνϟ 10

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. γεςϜͷجຊߏ੒ ɾΦϯϓϨͰ΋"84Ͱ΋جຊతͳߏ੒͸ಉ͡ ɾ8FC%BUBCBTF$BDIFͷ૚ߏ଄Ћ ɾECDBDIF͸%/4ϥ΢ϯυϩϏϯͰෛՙ෼ࢄ 11 Load Balancer web/app server web/app server Web/App mydns mysql memcached mysql MySQL memcached Memcached MyDNS Load Balancer

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ϩʔυόϥϯα ɾΦϯϓϨͰ͸)BSEXBSF-#Λར༻ ɾ&-#ͱಉ༷ʹ"1*Ͱϝϯόͷૢ࡞͕Մೳ ɾߴՁ͕ͩେྔͷτϥϑΟοΫΛ҆ఆͯ͠ࡹ͚͍ͯΔ ɾγΣϧεΫϦϓτͰϔϧενΣοΫͱ͔ 12

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ϩʔυόϥϯα ɾ"84Ͱ͸΋ͪΖΜ&-#Λར༻ ɾ҆Ձʹར༻Ͱ͖ͯεέʔϧ΋͢Δ͕ݒ೦΋͋Δ ɾಥൃతͳΞΫηε૿ՃϦΞϧλΠϜ௨৴ ޙड़ 13

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. 8FC"QQ ɾΦϯϓϨ"84Ͱಉߏ੒ w 8FC"QBDIF/HJOY w "QQ1MBDL'BTU$(* 1FSM ɾ"QQ͸಺੡ͷ8"'Ͱ։ൃ͢Δ͜ͱ͕ଟ͍ ˞ 14 ※  DeNA͕։ൃͨ͠৽ͨͳϑϨʔϜϫʔΫGunyaSiFͱ͸ʁ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. .Z42- ɾΦϯϓϨ"84Ͱಉߏ੒ w .Z42-*OOP%# w .)"GPS.Z42-ʹΑΔϚελͷ৑௕Խ w 2.΍)BOEMFS4PDLFU΋ར༻ ɾ3%4ͱͷൺֱ͸ޙ൒Ͱ 15

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. .FNDBDIFE ɾΦϯϓϨ"84Ͱಉߏ੒ w ಛघͳ͜ͱ͸͋·Γͯ͠ͳ͍ w &MBTUJD$BDIF͸࢖͍ͬͯͳ͍ • ϩά͕औΕͳ͍ͳͲͷσϝϦοτ͕ଟ͍ w 3FEJT͸3FEJT4FOUJOFMͰ৑௕ԽͰ͖Δ 16

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. $%/ ɾ"LBNBJ$%/$MPVE'SPOU w "LBNBJ͕ଟ͍͕$MPVE'SPOU࢖͏͜ͱ΋͋Δ w Ձ֨ͱΤοδϩέʔγϣϯͷ਺ͳͲʹҧ͍͋Γ 17

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. &YUFSOBM%/4 ɾ"LBNBJ(5.3PVUF w ΦϯϓϨͰ"LBNBJɺ"84Ͱ3PVUFΛར༻ ɾ"1*ͷ࢓༷͕େ͖͘ҧ͏ͷ͕ಛ௃త w "LBNBJ͸κʔϯ୯ҐͰશ্ॻ͖͔͠Ͱ͖ͳ͍ w 3PVUF͸Ϩίʔυ୯ҐͰૢ࡞Ͱ͖Δ 18

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. αʔόɾΦϖϨʔγϣϯ 19

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. جຊతͳํ਑ ɾΦϯϓϨͱ"84Ͱ୯Ұͷӡ༻Λ࣮ݱ͍ͯ͠Δ w ਓతϦιʔεͷྲྀಈੑ͕ߴ·Δ w ؂ࢹεΫϦϓτͳͲ΋ྲྀ༻Մೳ w ϊ΢ϋ΢ͷڞ༗͕༰қ 20

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. (MPCBM*OGSB'SBNFXPSL ɾαʔόɾΦϖϨʔγϣϯͷͨΊͷπʔϧηοτ w αʔό؅ཧπʔϧ "ENJO5PPM w ֤छίϚϯυ αʔόϦετऔಘɺDSPOϥούʔ w ؂ࢹπʔϧ༻εΫϦϓτ ઃఆϑΝΠϧࣗಈੜ੒౳ w ศརϞδϡʔϧ MPHHFSɺΞϥʔτϝʔϧૹ৴ 21

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ΦϯϓϨɾ"84Ͱಉ͡ૢ࡞͕Մೳ # => get active server list get-hosts -u1 web -u2 ff ww0001 ww0002 ... ww2046 ! # => check diff diff_infra /etc/passwd /etc/passwd LOCAL a030159cf068b727b2a14398dcec6f63 wd0005 a030159cf068b727b2a14398dcec6f63 wd0007 641b11cf9a916ebf4ece86e55a3376c1 ! # => generate monitoring configurations make-nagios-conf -t $(get-hosts -u web:ff --delimtier ,) ! # => deploy global-infra resources dist-infra -x 22

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ϓϩϏδϣχϯά ɾίϐʔݩͷαʔόΛෳ੡ͯ͠αʔόΛ࡞੒ w ίϐʔݩαʔό͸ඞཁͳϛυϧ΢ΣΞ͕શೖΓ ɾ5PVSZP ߏ੒؅ཧπʔϧ ͰαʔόຖͷઃఆΛมߋ w ͋·Γෳࡶͳ͜ͱ͸͍ͯ͠ͳ͍ w ઃఆϑΝΠϧฤूɺσʔϞϯͷىಈͳͲ 23

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ϓϩϏδϣχϯάͷྫ # => create instance from golden AMI ec2-create-instances -p ww -t c3.xlarge -z us-west-1b ! # => provisioning by touryo(edit config files, start daemons) touryo run ww2000 ww2000: Some run scripts executed. Test again... … ok 1 - httpd.conf ok 2 - daemontools apache 1..2 ok 10 - apache … All tests successful. ! # => deploy application dist-project -x ! # => register to load balancer update-elb -u1 web -u2 ff 24

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ͜ΕͰ࠷ڧͷ"84ʹ 25

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "84Λ࢖͏্Ͱ΍ͬͯΔ͜ͱ ɾ1FSM͔Β"84ΛૢΔ ɾ3%4͸࢖Θͣ.Z42-PO&$ ɾ؂ࢹ͸$MPVE8BUDIΛ࢖͍ͬͯͳ͍ ɾ"VUP4DBMJOH͸ࣗલͰߏங͍ͯ͠Δ ɾ&-#ͷঢ়ଶมԽΛ؂ࢹ 26

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. 1FSM͔Β"84ΛૢΔ ɾ"84$-*8SBQQFSΛར༻ w จࣈ௨Γ"84$-*ͷϥούʔ w "84$-*ͱಉ͡Α͏ͳ࢖͍উखͰ࢖͑Δ w SFTBXTFD EFTDSJCFJOTUBODFT ɾৄࡉ͸ງ಺͞Μͷ1SPHSBNNJOH"84XJUI1FSMͰ 27

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. .Z42-PO&$ ɾ3%4ʹൺ΂ͯϝϦοτ͕ଟ͍ w .)"Ͱ3%4ΑΓߴ଎ʹϑΣΠϧΦʔόʔͰ͖Δ w ετϨʔδΤϯδϯ͕ࣗ༝ʹબ΂Δ 28

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. .)"WT3%4.VMUJ"; ɾো֐࣌ͷϑΣΠϧΦʔόʔ࣌ؒͷҧ͍ w .)"͸ඵఔ౓ɺ3%4͸ʙ෼ఔ౓ ɾϝϯςφϯεੑ εέʔϧΞοϓ΍εΩʔϚมߋ w ͲͪΒ΋ແఀࢭͰՄೳ ɾϚελ੾Γସ͑࣌ͷϨϓϦΧܨ͗௚͠ w .)"͸৽Ϛελʹܨ͗௚ͯ͘͠ΕΔ 29

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ετϨʔδΤϯδϯ͕બ΂Δ ɾ2.΍)BOEMFS4PDLFU͕࢖͑Δ w ࣾ಺ʹ࡞ऀ͕͍ͯ໰୊͕͋Ε͹͙͢ରԠͰ͖Δ w "84ͳΒ424΍%ZOBNP%#΋͋Δ͚Ͳ ɾ༰ྔޮ཰ͷ͍͍5PLV%#ͳͲ΋બ୒Ͱ͖Δ w JOOPECʹൺ΂ͯͷαΠζʹͳΔ ˞ w ϢʔβΞΫςΟϏςΟͷอ࣋ͳͲʹ༗༻ 30 ˞5PLV%#W&WFO#FUUFS$PNQSFTTJPO

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. $MPVE8BUDIͷΞϥʔϜ ɾ୯७ͳػೳ͔͠ఏڙ͞Εͯͳ͍ͷͰ࢖ͬͯͳ͍ ɾαʔό͕ଟ͍ͱΞϥʔτരൃͯ͠͠·͏ w શ8FC͔ΒҰ੪ʹ$16ͷ௨஌͕དྷΔ౳ ɾҰ࣌తʹ௨஌ࢭΊΔΈ͍ͨͳػೳ͕ݟ౰ͨΒͳ͍ w /BHJPTͷ4DIFEVMFE%PXOUJNF૬౰ 31

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ࢮ׆؂ࢹ͸/BHJPT ɾઃఆϑΝΠϧ͸ߏங࣌ʹࣗಈੜ੒͍ͯ͠Δ ɾಛఆΫϥελͷΞϥʔτΛ·ͱΊΔ࢓૊ΈΛ࣮૷ w $16Ξϥʔτ͸Ϋϥελຖʹ௨͔͜͠ͳ͍ ɾ/BHJSB /"(*PT3FTUGVM"QJ w /BHJPTͷεςʔλεΛ3&45"1*ͰऔΕͯศར 32

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. $MPVE8BUDIͷάϥϑ ɾ࢖͍উख͕Α͘ͳ͍ͷͰ࢖͍ͬͯͳ͍ w िؒ෼ͷσʔλ͔͠ΈΕͳ͍ w άϥϑ͕ҰཡͰ͖ͳ͍ w /BNF΍5BHTͰϝτϦΫε୳ͤͳ͍ w ΞΧ΢ϯτ͕ෳ਺͋Δͱ੾Γସ͕͑໘౗ 33

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. αʔόϦιʔε؂ࢹ ɾ$MPVE'PSFDBTU w $16.FN%JTL%#ͷ214ͳͲ w ϫʔΧʔΛ෼ࢄॲཧͤͯ͞εέʔϧΞ΢τͰ͖Δ w ඞཁʹԠͯ͡औಘ͢ΔϝτϦΫεΛ૿΍͢ͷ΋༰қ • 1PSUJOH.Z42-HSBQITGSPNQFSDPOBNPOJUPSJOHQMVHJOT • "EETFWFSBMHSBQITPGSFEJT 34

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. $MPVE'PSFDBTUͷྫ 35

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. τϨϯυ؂ࢹ ɾ(SPXUI'PSFDBTU w )551Ͱ஋Λ1045͢Δ͚ͩͰՄࢹԽͰ͖Δ w &-#ͷϦΫΤετ਺ɾΤϥʔ਺ w %#ͷTIBSEຖͷϢʔβ਺ͷภΓ ɾ,JCBOB'MVFOUE&MBTUJD4FBSDI w ௚ۙͷΞΫηεϩάղੳʹ࢖ͬͯΔ 36

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. (SPXUI'PSFDBTU ɾྫDMPVEXBUDIHGͰ&-#ΛՄࢹԽ w ('ͷ͍ΔαʔόͰEBFNPOىಈ͢Δ͚ͩ w IUUQTHJUIVCDPNIJSPTFBXTDMPVEXBUDIHG 37

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ,JCBOBʹΑΔΞΫηεϩάՄࢹԽ 38 σϓϩΠՄࢹԽ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ,JCBOBͰ৚݅ͷߜΓࠐΈ ɾಛఆͷ63-ͰߜΓࠐΈ ɾ&$ͷಛఆλάͰߜΓࠐΈ ! ɾ&$ͷϝλσʔλͰߜΓࠐΈ 39 tagset_project:  ff path:  /user/* az:  us-­‐west-­‐1b  AND  instance_type:  m1.large

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ,JCBOBʹΑΔͷՄࢹԽ 40 σβΠφͷਓ͕֬ೝͯ͠௚ͤΔ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ࢀߟ&MBTUJDTFBSDI'MVFOUE 41

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ࢀߟ'MVFOUEͷૹ৴ଆ type tail_ex tag raw.acc.ff path /var/log/apache/ff.acc.%Y%m%d format ltsv ! type record_reformer remove_keys conn_status,num_ka,pid,user,ua,referer enable_ruby false output_tag reformed.acc.ff ! type ec2_metadata output_tag acc.ff hostname ${tagset_name} project ${tagset_project} instance_type ${instance_type} az ${availability_zone} 42 ϩάಡΈࠐΈ ෆཁϑΟʔϧυ࡟আ &$ͷϝλσʔλ௥Ճ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ࢀߟ'MVFOUEͷड৴ଆ type record_reformer output_tag reformed.${tag} path ${req} ! type rewrite remove_prefix reformed add_prefix es … ! type forest subtype elasticsearch remove_prefix es logstash_format true 43 SFRϑΟʔϧυΛෳ੡ ΫΤϦετϦϯάআڈ &MBTUJDTFBSDIʹอଘ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "VUP4DBMJOHЌ ɾಠࣗͷ࣮૷Ͱ΍͍ͬͯΔ w ඞཁʹԠͯ͡ΧελϚΠζ͢Δͷ͕༰қ ɾର৅͸XFCαʔόͷΈ ɾ$16ͱϫʔΧʔͷϏδʔ཰͕ج४ 44

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "VUP4DBMJOHͷϙϦγʔ ɾΞΫςΟϏςΟ͕ଟ͍࣌ؒ͸εέʔϧͤ͞ͳ͍ w ٸܹͳมԽʹαʔό௥Ճ͕ؒʹ߹Θͳ͍ w ήʔϜຖʹϑΟʔόʔλΠϜ͕͋Γ༧ଌ͕೉͍͠ w ͔ͱ͍ͬͯᮢ஋௿Ίʹ͢Δͱແବ͕ଟ͍ ɾΞΫςΟϏςΟ͕௿͍࣌ؒʹ୆਺ΛݮΒ͢ʢಛʹਂ໷ʣ w ಥൃతʹΞΫςΟϏςΟ͕૿͑Δ͜ͱ͸·ͣͳ͍ 45

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "VUP4DBMJOHͷྫ 46 ϦΫΤετ਺ Πϯελϯε਺ $16࢖༻཰ ͋Δఔ౓୆਺Ωʔϓ ੵۃతʹࢭΊΔ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. &-#ͷঢ়ଶ؂ࢹ ɾ&-#ͷ*1ΞυϨεͷมԽΛ*3$ʹ௨஌ w &-#͸εέʔϧΞοϓͨ͠Γ͢Δͱ*1͕มΘΔʁ w ΞϥʔτͷݪҼ੾Γ෼͚ʹར༻͍ͯ͠Δ w IUUQTHJUIVCDPNIJSPTFNPOJUPSFMCBEESFTT 47

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "84Ͱ࣮ݱͰ͖ͨΒ͍͍͜ͱ ɾଞͷ*BB4ͷ͍͍ͱ͜ͲΓ ɾϦʔδϣϯؒ௨৴ͷ޲্ ɾ&-#ͷݟ͑ΔԽɾແ௨৴ ɾϚωδϝϯτίϯιʔϧͷϚϧνΞΧ΢ϯτ ɾαϙʔτʹؔͯ͠ 48

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ΄͔ͷ*BB4ͷ͍͍ͱ͜ͲΓ ɾͨͱ͑͹(PPHMF$PNQVUF&OHJOF͔Β w ෼୯ҐͰͷ՝ۚ w ٸܹͳΞΫηε૿Ճʹ଱͑͏Δϩʔυόϥϯα w ϥΠϒϚΠάϨʔγϣϯ w ෳ਺7.ʹ઀ଓՄೳͳ1FSTJTUFOUσΟεΫ 49 ˞"84ΑΓ(PPHMF$PNQVUF&OHJOFΛબͼͨ͘ͳΔͷཧ༝

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. Ϧʔδϣϯؒ௨৴ͷ޲্ ɾάϩʔόϧͳαʔϏεͰϦʔδϣϯؒ௨৴͍͖͍ͯͨ͠ w ݱঢ়͸+164Ͱ׬શʹಠཱͨ͠؀ڥʹͳ͍ͬͯΔ w "QQ͸Ϧʔδϣϯຖɺ%#͸ڞ௨Έ͍ͨʹ͍ͨ͠ ɾ*#.ͷTPGUMBZFS͕͜ͷ͋ͨΓ͸༏Ґͱͷ͜ͱ ˞ w ֤%$ͱ/8ڌ఺͕(CQTͷઐ༻ઢ w ωοτϫʔΫͷ࢖༻ྉ͸ແྉ 50 ˞"84Ϧʔδϣϯؒ௨৴޲্ͱࠓޙͷΤίγεςϜ

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ϢʔβʹΑΔ&-#ͷ؅ཧ ɾιʔγϟϧήʔϜ͸ಥൃతͳΞΫηε૿͕೔ৗ w ຖճϓϨ΢Υʔϛϯά͸ͪΐͬͱπϥΠ ɾ΋͏ͪΐͬͱϢʔβ͕؅ཧͰ͖ΔΑ͏ʹͳΔͱخ͍͠ w ΩϟύγςΟ֬ೝɺࣄલʹΩϟύγςΟ௥Ճ 51

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. &-#ͷڧ੍੾அ ɾ)551ͷϦΞϧλΠϜ௨৴Ͱෆศ w ήʔϜ΍νϟοτͳͲͰར༻͢Δέʔε͕૿͑ͯΔ w ແ௨৴ঢ়ଶ͕ଓ͘ͱڧ੍తʹ઀ଓ͕੾Εͯ͠·͏ w ࠷େͰ෼·Ͱ͸৳͹ͤΔͱ͍͏΢ϫα ˞ w ΦϓγϣϯͰઃఆͰ͖Δͱخ͍͠ 52 ※ https://forums.aws.amazon.com/thread.jspa?messageID=382182#

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. Ϛωδϝϯτίϯιʔϧ ɾϚϧνΞΧ΢ϯτରԠͯ͠΄͍͠ w αʔϏε͕ͨ͘͞Μ͋ΔͱߦͬͨΓདྷͨΓ͕ͪ͠ w Ԧಓͳͷ͸$ISPNFͷϚϧνϢʔβػೳʁ w ผͷϒϥ΢βΛىಈ͢Δͱ͍͏ख΋ 53

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. "844VQQPSU ɾͪΐ͏Ͳ͍͍αϙʔτϓϥϯ͕ͳ͍ w ۓٸͳ࣭໰Λ·ΕʹૹΔఔ౓ w &-#ͷϓϨ΢Υʔϛϯά͸࢖͍͍͕ͨ࣌͋Δ w ར༻ྉۚͷ਺ύʔηϯτ͔͔Δ ɾαϙʔτ΋ΦϯσϚϯυͰ w ༏ઌ౓෇͖ͷνέοτങ͑ΔΈ͍ͨͳ࢓૊Έ͕Α͍ʁ 54

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ·ͱΊ 55

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ͥΜͿ"84Ͱ΍Βͳ͍ϫέ 56

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. Ͱ͖ͳ͍͜ͱ͸ ͨͿΜ ͳ͍ 57

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ͥΜͿ"84Ͱ΍ΔϝϦοτ ɾγεςϜશମΛ"84্Ͱͷӡ༻ʹ࠷దԽͰ͖Δ w ݱঢ়͸ΦϯϓϨͷγεςϜΛ"84Ͱӡ༻ͯ͠Δ ɾӡ༻໘Ͱͷ޻਺͕ݮΔ w αʔόͷނো Πϯελϯεো֐ ͕ൺֱతগͳ͍ w ΩϟύγςΟϓϥϯχϯάָ͕ʹ 58

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ͥΜͿ"84Ͱ΍ΔσϝϦοτ ɾࣗ෼͚ͨͪͩͰͲ͏ʹ΋Ͱ͖ͳ͍ཁૉ͕૿͑Δ w ϓϥοτϑΥʔϚʔͱͯ͠ͷઆ໌੹೚͕Ռͨͤͳ͍ ɾେن໛ʹͳͬͯ͘ΔͱίετϝϦοτ͕ݟ͍ͩ͠ʹ͍͘ w ن໛͕େ͖͍ͱେྔʹόϧΫͰ࢓ೖΕՄೳ w 3*͋ΓͰ΋ίετ༏Ґʹ͸ͳΒͳ͍ 59

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Copyright (C) 2014 DeNA Co.,Ltd. All Rights Reserved. ·ͱΊ ɾߟ͑ͯΈΔͱ"84Ҡߦ͢Δͷʹػೳతͳน͸গͳ͍ w ͦΕ͚ͩ"84ͷαʔϏε͸׬੒౓͕ߴ͍ ɾҰํͰɺۚમతͳ໘ͰҠߦϝϦοτ͕Έ͑ͳ͍ঢ়گ w ن໛͕େ͖͍ͱݟੵ΋Γ΋೉͍͠Ұ໘΋͋Δ͕ w େ͖ͳϝϦοτ͕ͳ͍ͱ։ൃଆͷ޻਺֬อ΋೉͍͠ 60

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