スマートフォンゲームでのコンテナ活用 - Container Night 関西コンテナ事例登壇-

2019/10/28 AWS Pop-Up Loft Osakaにて開催されたContainer Nightでの事例登壇の資料です。
https://containernightosaka.splashthat.com/

Transcript

1. εϚʔτϑΥϯήʔϜͰͷίϯςφ׆༻  $POUBJOFS
   /JHIU
   ؔ੢ίϯςφࣄྫొஃ  ©Happy Elements K.K )BQQZ
   &MFNFOUTגࣜձࣾ Πϯϑϥάϧʔϓ άϧʔϓϦʔμʔʗΠϯϑϥΤϯδχΞ ࿯ݟ ܒࢤ
2. ࣗݾ঺հ ©Happy Elements K.K 1
3. ࣗݾ঺հ • ࿯ݟܒࢤʢ͢ΈͻΖ͠ʣ • !ISTN 5XJUUFS'BDFCPPL • ೥݄ΑΓ)BQQZ
   &MFNFOUTגࣜձࣾ ʹۈ຿ • ژ౎ͷΧΧϦΞελδΦॴଐ • ΠϯϑϥάϧʔϓͷϦʔμʔɾΠϯϑϥΤϯδχΞ • લ৬Ͱ͸ήʔϜσΟϨΫλʔɾήʔϜϓϩσϡʔαʔ • झຯ͸ࣗసं • ٳ೔͸๺ઁͷࢁͷதͰ΋͕͍͍ͯ·͢ • "84ར༻ྺ͸೥ • ޷͖ͳ"84αʔϏεɿ"VSPSB ©Happy Elements K.K 2
4. ձࣾ঺հ ©Happy Elements K.K 3
5. )BQQZ
   &MFNFOUTגࣜձࣾ ๺ژΛڌ఺ʹΞδΞݍͰήʔϜαʔϏεΛల։͢Δʮ)BQQZ
   &MFNFOUTά ϧʔϓʯͷ೔ຊࢠձࣾɻ೔ຊࢢ৔ʹ޲͚ͨΦϦδφϧήʔϜͷ։ൃɾӡӦ Λߦ͏ɻ )BQQZ
   &MFNFOUT 4 ©Happy Elements K.K
6. ࣄۀ಺༰ ϞόΠϧ޲͚ήʔϜΞϓϦͷ։ൃɾӡӦ ձࣾ৘ใ ઃཱ ɿ೥ ݄ ୅දऔక໾ɿ৽Ҫݩج ॴࡏ஍ ɿژ౎෎ژ౎ࢢԼژཱ۠ച੢ொ
   ژ౎߃࿨Ϗϧ' ैۀһ ɿࣾһ໊ɺֶੜΞϧόΠτ ໊ ೥݄ݱࡏ ฏۉ೥ྸ ɿࡀ ೥݄ݱࡏ ࢿຊۚ ɿ ສԁ ձࣾ֓ཁ 5 ©Happy Elements K.K
7. ఏڙλΠτϧ 6 ϝϧΫετʔϦΞ ͋Μ͞ΜͿΔελʔζʂ ϥετϐϦΦυ ϚϞϊνϡʔόʔζ ©Happy Elements K.K
8. ຊ୊ ©Happy Elements K.K 7
9. ͓࿩͢Δ͜ͱˍ͓࿩͠ͳ͍͜ͱ ຊ೔͓࿩͢Δ͜ͱ • )BQQZ
   &MFNFOUTͷίϯςφҠߦͷܦҢ • ίϯςφٕज़͓ΑͼαʔϏεͷબ୒ཧ༝ɾൺֱݕূʹ͍ͭͯ • ίϯςφԽͯ͠ྑ͔ͬͨ఺ɾࠔ͍ͬͯΔ͜ͱɺࠓޙͷ՝୊ ຊ೔͓࿩͠ͳ͍͜ͱ • ίϯςφٕज़ͷৄࡉɾٕज़৘ใ • "84αʔϏε &$4ͳͲ ͷৄࡉɾٕज़৘ใ ⇛ᖛ͞Μͷ"NB[PO
   &$4
   %FFQ
   %JWF
   ࢿྉ͕͓͢͢ΊͰ͢ʂ ©Happy Elements K.K 8
10. લఏ ຊ೔͓࿩͍ͤͯͨͩ͘͞"84ҠߦɾίϯςφҠߦͷҊ݅͸ ݱࡏਐߦதͷະϦϦʔεͷ৽࡞ʹؔ͢ΔҊ݅Ͱɺ ·ͩϦϦʔεͰ͖͍ͯ·ͤΜ ϦϦʔε·Ͱʹߏ੒ɾ಺༰͕มΘΔՄೳੑ΋͋Γ·͕͢ɺ ͔͋͠Βͣྃ͝ঝ͍ͩ͘͞ɻ ©Happy Elements K.K 9
11. ݱࡏͷΞʔΩςΫνϟ ©Happy Elements K.K 10
12. ݱࡏͷΞʔΩςΫνϟ ©Happy Elements K.K 11 ΫϥΠΞϯτ αʔόʔαΠυ "1* ͦͷଞπʔϧ Amazon CloudFront Amazon S3 Ξηοτ഑৴8FC
13. ݱࡏͷαʔόʔαΠυΞʔΩςΫνϟ ©Happy Elements K.K 12 ©Happy Elements K.K 12 Mobile Client LoadBalancer LVS Amazon S3 Web/API UserDB MasterDB Cache1 Cache2 LogAggregate On-premises data center
14. ͳͥ"84ΛબΜͩͷ͔ʁ ©Happy Elements K.K 13
15. ڝ߹Ϋϥ΢υϕϯμʔͱൺֱݕ౼͠ɺ "84ͷ࠾༻Λܾఆ ܾΊख͸ •ήʔϜࣄྫͷଟ͞ɾ৘ใͷଟ͞ •"VSPSBͷऔΓճ͠ͷྑ͞ ©Happy Elements K.K 14 ڝ߹ͱൺֱݕ౼ͷ͏͑"84ʹ
16. "84Ҡߦޙͷ৽ΞʔΩςΫνϟ ༧ఆ ©Happy Elements K.K 15
17. ৽ΞʔΩςΫνϟʢ༧ఆʣ ©Happy Elements K.K 16 ΫϥΠΞϯτ αʔόʔαΠυ "1* ͦͷଞπʔϧ Amazon CloudFront Amazon S3 Ξηοτ഑৴8FC Amazon ECS Amazon EC2 Amazon Aurora Amazon ElastiCache Application Load Balancer AWS CodeBuild AWS CodeDeploy Amazon Linux 2 (ECS Optimized) Amazon ECR Amazon CloudWatch Logs Amazon CloudFront
18. ৽αʔόʔαΠυΞʔΩςΫνϟʢ༧ఆʣ ©Happy Elements K.K 17 ©Happy Elements K.K 17 CloudFront ECS(EC2 Launch type) UserDB (Aurora+Sharding) ALB CloudWatch Logs ElastiCache (Redis) ElastiCache (Memcached) Mobile Client Containers … EC2 Cluster MasterDB (Aurora) Logs AWS Cloud
19. ͳͥίϯςφԽʁ ©Happy Elements K.K 18
20. ίϯςφԽΛબ୒ͨ͠ཧ༝  ؀ڥߏஙͷ༰қ͞  Մൖੑͷ֬อͱ؀ڥࠩҟͷഉআ  ٕज़తෛ࠴ͷฦࡁ ©Happy Elements K.K 19
21. &$4
    ͱ &,4 ©Happy Elements K.K 20
22. &$4ͱ&,4 &$4 "NB[PO
    &MBTUJD
    $POUBJOFS
    4FSWJDF • ΫϥελʔͰ %PDLFS ίϯςφΛ؆୯ʹ࣮ߦɺఀࢭɺ؅ཧͰ͖Δඇ ৗʹεέʔϥϒϧͰߴ଎ͳίϯςφ؅ཧαʔϏε &,4 "NB[PO
    &MBTUJD
    ,VCFSOFUFT
    4FSWJDF • ಠࣗͷ ,VCFSOFUFT
    ίϯτϩʔϧϓϨʔϯΛ্ཱͪ͛ͨΓҡ࣋ͨ͠ Γ͢Δ͜ͱͳ͘ɺ"84
    Ͱ ,VCFSOFUFT Λ؆୯ʹ࣮ߦͰ͖ΔΑ͏ʹ ͢ΔϚωʔδυܕαʔϏε ©Happy Elements K.K 21
23. &$4ͱ&,4ͷಛ௃ &$4 • "84ಠࣗͷίϯςφΦʔέετϨʔγϣϯ • "84ωΠςΟϒͳίϯτϩʔϧϓϨʔϯ • γϯϓϧͳઃఆ &,4 • ,VCFSOFUFTϕʔεͷίϯςφΦʔέετϨʔγϣϯ • ,VCFSOFUFTͱ͍͏044ͷίϯτϩʔϧϓϨʔϯ • ,VCFSOFUFTΛͦͷ··ར༻ ίϯτϩʔϧϓϨʔϯ͸ͲͪΒ΋"84͕؅ཧ ©Happy Elements K.K 22
24. ৽αʔόʔαΠυΞʔΩςΫνϟʢ༧ఆʣ ©Happy Elements K.K 23 ©Happy Elements K.K 23 CloudFront ECS(EC2 Launch type) UserDB (Aurora+Shardin g) ALB CloudWatch Logs ElastiCac he (Redis) ElastiCache (Memcached ) Mobile Client Containers … EC2 Cluster Master DB (Aurora) Logs AWS Cloud )BQQZ
    &MFNFOUTͰ͸&$4Λ࠾༻
25. &$4ΛબΜͩཧ༝ &,4 ,VCFSOFUFT ͱ͘Β΂ͯγϯϓϧ ©Happy Elements K.K 24
26. )BQQZ
    &MFNFOUTͷཁ๬ ӡ༻؅ཧʹ͔͔Δਓతίετ͸ۃྗ཈͍͑ͨ • ઐ೚ͷΠϯϑϥΤϯδχΞ͸ࢲؚΊ໊̏ • ӡ༻ʹखؒ͸ଟ͔͚͘ΒΕͳ͍ • Ͱ͖ΔݶΓz/P0QTzΛ໨ࢦ͍ͨ͠ ©Happy Elements K.K 25
27. &,4 ,VCFSOFUFT ͱ͘Β΂ͯγϯϓϧ &$4΋΍΍ෳࡶͰ͸͋Δ͕ɺ&,4͸͞Βʹෳࡶ ͦ΋ͦ΋ϕʔεͱͳΔ,VCFSOFUFTࣗମ͕͔ͳΓෳࡶ ӡ༻ʹ͸,VCFSOFUFTʹର͢Δਂ͍ཧղ͕ඞཁ ©Happy Elements K.K 26
28. &,4 ,VCFSOFUFT ͱ͘Β΂ͯγϯϓϧ &,4ͳΒ,VCFSOFUFTʹ଄ܗͷਂ͍ΤϯδχΞ͕ඞཁ &$4΋ֶश͸ඞཁ͕ͩɺࠓ͍ΔΤϯδχΞͰରԠՄೳͱ൑அ ӡ༻؅ཧɾֶशڭҭίετ͕཈͑ΒΕΔ ΑΓγϯϓϧͳ&$4Λ࠾༻ ©Happy Elements K.K 27
29. &$ىಈλΠϓ ͱ 'BSHBUFىಈλΠϓ ©Happy Elements K.K 28
30. &$4ͷىಈλΠϓ &$ىಈλΠϓ • &$
    ىಈλΠϓͰ͸ɺ؅ཧ͍ͯ͠Δ "NB[PO
    &$
    ΠϯελϯεͷΫϥελʔͰɺί ϯςφԽ͞ΕͨΞϓϦέʔγϣϯΛ࣮ߦͰ͖·͢ɻ 'BSHBUFىಈλΠϓ • όοΫΤϯυΠϯϑϥετϥΫνϟΛϓϩϏδϣχϯά͓Αͼ؅ཧ͢Δ͜ͱͳ͘ɺί ϯςφԽ͞ΕͨΞϓϦέʔγϣϯΛ࣮ߦͰ͖·͢。 ©Happy Elements K.K 29
31. ىಈλΠϓผͷϝϦοτɾσϝϦοτ ىಈλΠϓ ϝϦοτ σϝϦοτ &$ ىಈλΠϓ εϖοΫͷબ୒ࢶͷ޿͞ ʢΠϯελϯελΠϓʣ (16Λར༻Մೳ ӬଓετϨʔδར༻Մ &#4 &$Πϯελϯεͷ؅ཧ͕ඞཁ 'BSHBUF ىಈλΠϓ αʔόʔϨε &$Πϯελϯεͷ؅ཧ͕ෆཁ εϖοΫͷબ୒ࢶ͕&$ΑΓڱ͍ (16͸ར༻ෆՄ ӬଓετϨʔδར༻ෆՄ ©Happy Elements K.K 30
32. )BQQZ
    &MFNFOUTͷཁ๬ ӡ༻؅ཧʹ͔͔Δਓతίετ͸ۃྗ཈͍͑ͨ • ઐ೚ͷΠϯϑϥΤϯδχΞ͸ࢲؚΊ໊̏ • ӡ༻ʹखؒ͸ଟ͔͚͘ΒΕͳ͍ • Ͱ͖ΔݶΓz/P0QTzΛ໨ࢦ͍ͨ͠ ©Happy Elements K.K 31
33. )BQQZ
    &MFNFOUTͷཁ๬ Ͱ͖ΔݶΓz/P0QTzΛ໨ࢦ͍ͨ͠ αʔόʔϨεͰɺ&$Πϯελϯεͷ؅ཧ͕ෆཁʹͳΔ 'BSHBUF͕͏͚ͬͯͭͰັྗతʂʢ๻ͨͪ΋ָ͕͍ͨ͠ʂʣ ©Happy Elements K.K 32
34. 'BSHBUFΛεϚʔτϑΥϯήʔϜͷӡ༻ʹͷͤΒΕΔ͔ʁ ©Happy Elements K.K 33
35. ͋ΔΞϓϦͷ͋ΔظؒͷτϥϑΟοΫྔͷ༷ࢠ εϚʔτϑΥϯήʔϜͷಛੑͷྫ ©Happy Elements K.K 34
36. ͋ΔΞϓϦͷ͋ΔظؒͷτϥϑΟοΫྔͷ༷ࢠ εϚʔτϑΥϯήʔϜͷಛੑͷྫ ©Happy Elements K.K 35 1day 1day 1day 1day 1day
37. ͋ΔΞϓϦͷ͋ΔظؒͷτϥϑΟοΫྔͷ༷ࢠ εϚʔτϑΥϯήʔϜͷಛੑͷྫ ©Happy Elements K.K 36 1day 1day 1day 1day 1day
38. ͋ΔΞϓϦͷ͋ΔظؒͷτϥϑΟοΫྔͷ༷ࢠ εϚʔτϑΥϯήʔϜͷಛੑͷྫ ©Happy Elements K.K 37 1day 1day 1day 1day Πϕϯτ࣌ ଞͷ೔ͷಉ࣌ؒଳͱൺ΂ ʙഒͷτϥϑΟοΫ
39. εϚʔτϑΥϯήʔϜͷಛੑͷྫ ©Happy Elements K.K 38 ΠϕϯτʹΑΔτϥϑΟοΫͷ૿Ճ • Πϕϯτͷ։࢝௚ޙɾऴྃલʹ͸ීஈͱൺ΂େ෯ʹΞΫηε૿ • ଞͷ೔ͷಉ࣌ؒͱൺ΂ɺʙഒͷτϥϑΟοΫ • Πϕϯτͷ಺༰ʹΑͬͯ΋૿Ճ܏޲͕มΘΔ • Πϕϯτͷछྨ • ొ৔͢ΔΩϟϥΫλʔ • τϥϑΟοΫͷ૿Ճ෯ɾϐʔΫ࣌ͷτϥϑΟοΫ͕ಡΈͮΒ͍ ૉૣ͘εέʔϧͰ͖Δ͜ͱ͕ڧ͘ٻΊΒΕΔ
40. ൺֱݕূ &$ىಈλΠϓͱ'BSHBUFىಈλΠϓͰ εέʔϧੑೳͷൺֱݕূΛ࣮ࢪ • ίϯςφىಈ࣌ؒͷൺֱݕূ ˞ൺֱݕূ͸೥݄ ©Happy Elements K.K 39
41. ίϯςφىಈ࣌ؒͷൺֱ • ίϯςφͷىಈΛࢦ͔ࣔͯ͠Βɺ3VOOJOHʹͳΔ·Ͱͷ࣌ؒΛ֬ೝ • ϩάͰ࣌ؒΛ֬ೝ • ར༻ͨ͠ͷ͸ݱࡏՔಇதͷΞϓϦΛίϯςφԽͨ͠Πϝʔδ • &$ͱ'BSHBUFͰಉ͡ίϯςφΠϝʔδΛར༻ • ΠϝʔδαΠζ͸.#ఔ౓ • εέʔϧΞ΢τ͢Δ୆਺ΛdͰ֬ೝ ©Happy Elements K.K 40
42. ίϯςφىಈ࣌ؒͷൺֱݕূ ©Happy Elements K.K 41 ˞
    ೥݄ௐ΂ ˞
    ىಈλΠϓʰ&$ʱ͸&$Πϯελϯεͷىಈ࣌ؒ͸ؚ·ͣ ˞
    αʔϏεΠϯʹ͸ʴ)FBMUI$IFDL͕࣌ؒඞཁ εέʔϧ਺ 'BSHBUF &$               
43. ίϯςφىಈ࣌ؒͷൺֱݕূ ©Happy Elements K.K 42 ίϯςφىಈ࣌ؒ͸&$ىಈλΠϓ͕҆ఆͯ͠ૣ͍ ˞εέʔϧ਺Ͱ෼ඵͷࠩ &$ൺ εέʔϧ਺ 'BSHBUF &$               
44. ݕূ݁Ռͷߟ࡯ • %PDLFSͷΠϝʔδΩϟογϡ • &$͸ΠϯελϯεʹΩϟογϡ͞ΕͨΠϝʔδΛར༻ • 'BSHBUF͸ಛੑ্ΠϝʔδΩϟογϡΛར༻Ͱ͖ͳ͍ • ຖճ&$3͔ΒΠϝʔδΛ16--͢Δ • ܰྔͳίϯςφͰ͋Ε͹େ͖ͳࠩ͸ͳ͍͕ɺࠓճͷγεςϜͰ 3VCZ
    PO
    3BJMTΛར༻͓ͯ͠ΓɺΠϝʔδαΠζ͕ଞͷݴޠͱ ൺֱ͢Δͱେ͖͘ͳΔͨΊɺେ͖͘Өڹͨ͠ ©Happy Elements K.K 43
45. ൺֱݕূ݁Ռ • εϚʔτϑΥϯήʔϜͷӡ༻ʹ͸εέʔϧੑೳ͕ٻΊΒΕΔ • ίϯςφىಈ࣌ؒ͸&$ىಈλΠϓ͕҆ఆతʹྑ͍݁Ռ • 'BSHBUF͸&$ΑΓىಈʹ͕͔͔࣌ؒͬͯ͠·͏ • &$ىಈλΠϓ͸ΠϝʔδΩϟογϡΛ׆༻Ͱ͖Δ ©Happy Elements K.K 44
46. ൺֱݕূ݁Ռ 'BSBHBUFىಈλΠϓͷ αʔόʔϨεʹΑΔ/P0QT͸ັྗత ͔͠͠ɺΠϝʔδΩϟγϡΛ༗ޮ׆༻Ͱ͖ɺ εέʔϧ଎౓Λग़͢͜ͱ͕Ͱ͖Δ &$ىಈλΠϓͷํ͕ಛੑʹ߹க͢Δͱ൑அ ©Happy Elements K.K 45
47. ৽αʔόʔαΠυΞʔΩςΫνϟʢ༧ఆʣ ©Happy Elements K.K 46 ©Happy Elements K.K 46 CloudFront ECS(EC2 Launch type) UserDB (Aurora+Shardin g) ALB CloudWatch Logs ElastiCac he (Redis) ElastiCache (Memcached ) Mobile Client Containers … EC2 Cluster Master DB (Aurora) Logs AWS Cloud )BQQZ
    &MFNFOUTͰ͸&$ىಈλΠϓΛ࠾༻
48. ίϯςφಋೖʹ͋ͨΓ ࠔͬͨ͜ͱɾۤ࿑͍ͯ͠Δ఺ ©Happy Elements K.K 47
49. ࠔͬͨ͜ͱɾۤ࿑͍ͯ͠Δ఺  ίϯςφɺ%PDLFSɺ&$4ͷڭҭ  ϏϧυˍσϓϩΠ  ϩάʹ͍ͭͯ  &$4λεΫͷߏ੒ʹ͍ͭͯ ©Happy Elements K.K 48
50. ίϯςφಋೖͯ͠ ྑ͔ͬͨ͜ͱɾมΘͬͨ͜ͱ ©Happy Elements K.K 49
51. ྑ͔ͬͨ͜ͱɾมΘͬͨ͜ͱ • ϩʔΧϧ։ൃ؀ڥߏங͕؆୯ʹʂ • "84։ൃ؀ڥߏங͕؆୯ʹʂ ੒Ռʹ͍ͭͯ͸ӡ༻͕࢝·͔ͬͯΒɺ·͓ͨ࿩Ͱ͖Ε͹ͱɻɻɻ ©Happy Elements K.K 50
52. ࠓޙͷ՝୊ ©Happy Elements K.K 51
53. ࠓޙͷ՝୊  %PDLFSΠϝʔδͷμΠΤοτ • 3VCZ PO
    3BJMTͷΠϝʔδ͸େ͖͘ͳΓ͕ͪ  4QPUɺ3FTFSWFEΠϯελϯεͷ׆༻ • ӡ༻͕҆ఆͨ͠Βίετ࡟ݮʹணख  'BSHBUFͷ׆༻ • ίϯςφىಈ͕࣌ؒվળͯ͘͠ΕΕ͹ɺͥͻ࠶ݕ౼͍ͨ͠ • ࠓޙͷΞοϓσʔτʹظ଴ʂ • ఆظతͳΞοϓσʔτͷݕূΛߦ͍͖͍ͬͯͨ ©Happy Elements K.K 52
54. ·ͱΊ ©Happy Elements K.K 53
55. ·ͱΊ )BQQZ
    &MFNFOUTͰͷίϯςφར༻ • αʔϏε͸&$4Λར༻ • γϯϓϧ͞ʹΑΔӡ༻؅ཧɾֶशڭҭίετ࡟ݮ • 'BSHBUFͷར༻͸࢒೦ͳ͕ΒݟૹΓ • αʔόʔϨεʹΑΔ/P0QT͸ͱͯ΋ັྗతʂ • ͨͩ͠ɺίϯςφىಈ͕࣌ؒωοΫͱͳΓ&$ىಈλΠϓΛબ୒ • ӡ༻։࢝͸͜Ε͔Βʂ·ͨ஌ݟΛͨΊͯڞ༗͍͖͍ͯͨ͠ʂ ©Happy Elements K.K 54
56. ࠷ޙʹ ©Happy Elements K.K 55
57. 56 )BQQZ
    &MFNFOUTגࣜձࣾͰ͸ɺ Ұॹʹಇ͍ͯ͘ΕΔϝϯόʔΛืूதͰ͢ʂ ˔ ΠϯϑϥΤϯδχΞ ˔ σʔλΤϯδχΞ ˔ ϓϩάϥϚʔʢΞϓϦʣ ˔ ϓϩάϥϚʔʢαʔόʔαΠυʣ ˔ FUD ೤ڰతʹѪ͞ΕΔίϯςϯπΛɺ ࢲୡͱҰॹʹͭ͘Γ͍ͨ೤ҙͷ͋Δํɺ ͥͻ͝Ԡื͓଴͓ͪͯ͠Γ·͢ʂ ʢৄ͍͠಺༰ʹ͍ͭͯ͸ɺ࠾༻αΠτΛ֬͝ೝ͍ͩ͘͞ʣ ੵۃ࠾༻தͷ৬छ ©Happy Elements K.K
58. Ҏ্ ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ ©Happy Elements K.K 57