Kubernetesの利用・普及、その先は何か?

,VCFSOFUFTͷར༻ɾීٴɺͦͷઌ͸Կ͔ θοτϥϘגࣜձࣾ Տٓ੒

8IPBN* Տٓ੒5BLBOBSJ,P  θοτϥϘגࣜձࣾ୅දऔక໾

,VCFSOFUFTຊॻ͖·ͨ͠ 8IPBN* Տٓ੒5BLBOBSJ,P  θοτϥϘגࣜձࣾ୅දऔక໾ Ϡϑʔגࣜձࣾೖࣾ 8FCαʔϏε։ൃɺ"OESPJEΞϓϦ։ൃ Λܦͯ։ൃ෦௕Λܦݧ  ೥ʹθοτϥϘ্ཱࣾͪ͛ʹࢀը  ೥ΑΓݱ৬

7JTJPO  ٕज़Ͱ৽͍͠ੈք΁γϑτ͢Δ    Ϡϑʔࢠձࣾ  044Λੵۃతʹ׆༻ɺϠϑʔͷେن໛ΠϯϑϥΛࢧ͑Δج൫։ൃɺ3%Λ࣮ࢪ θοτϥϘגࣜձࣾ

ಥવͰ͕͢ɺ࣭໰

ίϯςφΛϓϩμΫγϣϯͰ࢖͍ͬͯ·͔͢ʁ

,VCFSOFUFTΛϓϩμΫγϣϯͰ࢖͍ͬͯ·͔͢ʁ

%PDLFSͱ͸ w ίϯςφͱݺ͹ΕΔ04ϨϕϧͰͷԾ૝Խٕज़Λ·ͱ ΊͨϓϥοτϑΥʔϜ w ίϯςφͷ࣮ߦ࣌͸DHSPVQT΍OBNFTQBDFTͳͲ ,FSOFMͷػೳΛ࢖͍ɺϦιʔε؅ཧɺִ཭Λߦ͏ w ೥ʹ%PDLFS͕ࣾϦϦʔεɻͦΕҎ߱-JOVYΛத ৺ʹ޿͘ར༻͞Ε͍ͯΔ
w ݱࡏ͸.BD 8JOEPXTͳͲ༷ʑͳ04Λαϙʔτ

,VCFSOFUFTͱ͸ w $POUBJOFS0SDIFTUSBUJPOͱݺ͹Εɺίϯςφͷσϓ ϩΠɾεέʔϦϯάɾ؅ཧΛߦ͏ w (PPHMFࣾ಺Ͱ࢖ΘΕ͍ͯΔ$POUBJOFS0SDIFTUSBUJPO ͷ#PSHΛࢀߟʹ(PPHMFͷΤϯδχΞ͕044Խ w (PPHMF͸͢΂ͯͷۀ຿͕ίϯςφͰ࣮ߦ͞Ε͍ͯΔ w
ΫόωςεɾΫόωςΟεɾΫʔϕϧωʔςΟεͳ ͲͱൃԻɻΑ͘,Tͱলུදه͞ΕΔ w w w

पΓΛݟ౉͢ͱ,VCFSOFUFTαʔϏεͩΒ͚

,VCFSOFUFT %PDLFS .FTPT 0QFO4UBDL %PDLFS4XBSN %PDLFS,VCFSOFUFTͷࠃ಺τϨϯυ
(PPHMF5SFOETd ࠃ಺

ϓϩμΫγϣϯͰͷίϯςφར༻ঢ়گ ˞$/$'4VSWFZ$/$' ϓϩμΫγϣϯͰͷίϯςφར༻ ˞ ˞%PDLFSίϯςφͷಋೖঢ়گʹؔ͢ΔϢʔβʔௐࠪ݁Ռʢௐࠪ೥ผʣ*%$+BQBO ϓϩμΫγϣϯͰͷ,VCFSOFUFTར༻ ˞ +BQBO
8PSMEXJEF ˞ 8PSMEXJEF +BQBO

w ;-BC͸,VCFSOFUFTBTB4FSWJDF $BB4 Λ։ൃ͠ɺϠϑʔʹఏڙ w ,VCFSOFUFTͷόʔδϣϯΞοϓʹ௥ै͠ɺϠϑʔͷΠϯϑϥཁ݅ʹ߹Θͤͯ ೔ʑ,"*;&/ w ,VCFSOFUFT಺Ͱ࢖ΘΕΔΞυΦϯͷఏڙɺϢʔβαϙʔτΛ࣮ࢪ ;-BC͸,VCFSOFUFTBTB4FSWJDFΛ։ൃ

;-BC͕ ͳͥ,VCFSOFUFTΛબఆ͠  Ͳ͏΍ͬͯ,VCFSOFUFTΛීٴ͠  ͜ͷઌɺͳʹΛ૑଄͍ͯ͘͠ͷ͔ Λ঺հ͠·͢

೥;-BC૑ۀ ϛογϣϯɿΠέͯΔϞμϯͳΠϯϑϥΛ࡞Δ

$MPVE/BUJWF5SBJM.BQ   SFGIUUQTHJUIVCDPNDODGUSBJMNBQ

౰࣌͸·ͩແ͔ͬͨʜ $MPVE/BUJWF5SBJM.BQ   SFGIUUQTHJUIVCDPNDODGUSBJMNBQ

;-BCͰ͸౰͔࣌Βίϯςφʹண໨ ίϯςφ %PDLFS

1PSUBCJMJUZ3FQSPEVDJCJMJUZ  ίϯςφϥϯλΠϜ͸,FSOFM΁ͷґଘͰ͋Γɺ04ґଘͰ͸ͳ͔ͬͨ  ίϯςφԽ͕΋ͨΒͨ͜͠ͱ #BTF "QQ" #BTF "QQ# )PTU04 $POUBJOFS" $POUBJOFS#
%PDLFS

*NNVUBCMF*OGSBTUSVDUVSF  ίϯςφࣗମ͸*NNVUBCMF ෆม ɻ*NNVUBCMF*OGSBTUSVDUVSFͷ࣮ݱʹ໾ཱͭ ίϯςφԽ͕΋ͨΒͨ͜͠ͱ 4UBHJOH -PDBM %FWFMPQ 1SPEVDUJPO $POUBJOFS*NBHF

$BOOPUEFQMPZXJEFMZʜ %PDLFSͷػೳ͚ͩͰ͸ɺίϯςφΛେྔͷαʔόʹల։͢Δํ๏͕ͳ͍  ෳ਺ͷίϯςφΛ࿈ܞͤ͞Δ͜ͱ΋ߟྀ͢΂͖͜ͱ͕ଟ͘ɺࠔ೉  σϓϩΠपΓͷ໰୊Λղܾ͢ΔͨΊʹ$POUBJOFS0SDIFTUSBUJPO͕ඞཁ ίϯςφԽͰ͸ղܾ͠ͳ͔ͬͨ͜ͱ

,VCFSOFUFT /PEFGBDUP$POUBJOFS0SDIFTUSBUJPOJO

,VCFSOFUFT %PDLFS4XBSN "QBDIF.&404 /PEFGBDUP$POUBJOFS0SDIFTUSBUJPOJO

౰࣌ͷঢ়گ ,VCFSOFUFT .FTPT %PDLFS4XBSN 0QFO4UBDL
(PPHMF5SFOETd ࠃ಺ %PDLFS

౰࣌ͷঢ়گ ,VCFSOFUFT .FTPT %PDLFS4XBSN 0QFO4UBDL
(PPHMF5SFOETd ࠃ಺ %PDLFS ࠃ಺Ͱ͸$POUBJOFS0SDIFTUSBUJPOʹ஫໨͍ͯ͠ͳ͔ͬͨ ʁʁʁʁ

,VCFSOFUFT %PDLFS4XBSN .FTPTͳͲ༷ʑͳ1MBZFS͕ࠞࡏ ౰࣌,VCFSOFUFT͸Քಇ࣮੷͕গͳ͘εέʔϥϏϦςΟʹෆ͕͕҆͋ͬͨʜ  ,VCFSOFUFTͷকདྷੑʹౌ͚ͨ    ✔εϙϯαʔاۀ਺ɺίϯτϦϏϡʔλ਺  ✔ηΩϡϦςΟରԠମ੍ɾରԠ଎౓  ✔ίϛϡχςΟ੒ख़౓ /PEFGBDUP$POUBJOFS0SDIFTUSBUJPOJO

  ೥ʹ4BOECPY؀ڥ,VCFSOFUFTΛߏங ͱΓ͋͑ͣ,VCFSOFUFTΛߏங %FTJHOFECZ'SFFQJL

ͱΓ͋͑ͣ,VCFSOFUFTΛߏங %FTJHOFECZ'SFFQJL ͦͯ͠  ,VCFSOFUFTͷӡ༻͸ϋʔυͩͱ͍͏͜ͱʹؾͮ͘

ӡ༻อकίετ͕ඇৗʹߴ͍    ➔,VCFSOFUFTͷӡ༻ʹՃ͑ͯ7.ͷӡ༻ ,VCFSOFUFTͷӡ༻͸ϋʔυ Photo by Robert Baker on Unsplash

ӡ༻อकίετ͕ඇৗʹߴ͍    ➔,VCFSOFUFTͷӡ༻ʹՃ͑ͯ7.ͷӡ༻ ,VCFSOFUFTͷӡ༻͸ϋʔυ Photo by Robert Baker on Unsplash
ιϑτ΢ΣΞͷ໰୊͸ιϑτ΢ΣΞͰղܾ  ➔$BB4։ൃΛબ୒

$BB4։ൃ1+ͷ্ཱͪ͛ w ։ൃϝϯόʔɿιϑτ΢ΣΞΤϯδχΞ໊ w *BB4ɿ0QFO4UBDL w "HJMJUZɿར༻ऀ͕ཉ͍࣌͠ʹ,VCFSOFUFTΫϥελ͕खʹೖΔΑ͏ʹ͢Δ w 4FMGIFBMJOHɿ,VCFSOFUFT΍,VCFSOFUFT͕ࡌΔ7.͕յΕͨΒࣗಈతʹ௚͢ w
ແఀࢭ3PMMJOH6QEBUFɿ,VCFSOFUFTͷόʔδϣϯΞοϓ͸ίϚϯυͰɺΞϓϦέʔγϣϯʹӨ ڹ͕ͳ͍Α͏ແఀࢭͰϩʔϦϯάΞοϓσʔτ͢Δ w 4DBMFPVUJOɿ,VCFSOFUFTΫϥελʹ͍ͭͰ΋7.Λ௥Ճɾ࡟আՄೳͰ͋Γɺਫฏεέʔϧ͕Մೳ w "WBJMBCJMJUZɿFUDE σʔλετΞ ͷࣗಈόοΫΞοϓɺϦετΞ

$BB4֓ཁ $SFBUF ,VCFSOFUFTBTB4FSWJDF

$BB4֓ཁ ,VCFSOFUFTBTB4FSWJDF .BTUFS FUDE 8PSLFS FUDE .BTUFS 8PSLFS ʜ ʜ
ʜ

$BB4֓ཁ $SFBUF ,VCFSOFUFTBTB4FSWJDF .BTUFS FUDE 8PSLFS FUDE .BTUFS 8PSLFS ʜ
ʜ ʜ

$BB4֓ཁ %FMFUF ,VCFSOFUFTBTB4FSWJDF .BTUFS FUDE 8PSLFS FUDE .BTUFS 8PSLFS ʜ
ʜ ʜ

$BB4֓ཁ 4DBMFPVU ,VCFSOFUFTBTB4FSWJDF .BTUFS FUDE 8PSLFS FUDE .BTUFS 8PSLFS ʜ
ʜ ʜ 8PSLFS "EEOFX7.

ʜ 8PSLFS 7.'BJMFE

ʜ 8PSLFS "EEOFX7. .BTUFS

Έͳ͞ΜͩͬͨΒͲ͏΍ͬͯ࡞Γ·͔͢ʁ

%FDMBSBUJWFPCKFDUDPOpHVSBUJPO w ,VCFSOFUFT͸%FDMBSBUJWFPCKFDU DPOpHVSBUJPOϞσϧΛαϙʔτ w ͜ͷઃఆΛಡΈࠐΈɺॲཧ͢Δϓϩάϥ ϜΛ$POUSPMMFSͱݺͿ w ཧ૝ͷঢ়ଶΛఆٛ͠ɺ  $POUSPMMFS͕ͦͷঢ়ଶʹͳΔΑ͏ʹՔಇɻ
͜ͷػߏΛ3FDPODJMBUJPO-PPQ ௐ੔ϧʔ ϓ ͱݺͿ apiVersion: apps/v1 kind: Deployment metadata: name: nginx-deployment labels: app: nginx spec: replicas: 3 selector: matchLabels: app: nginx template: metadata: labels: app: nginx spec: containers: - name: nginx image: nginx:1.7.9 ports: - containerPort: 80 छྨ%FQMPZNFOU 1PE OHJOY 1PSU FHEFQMPZNFOUZBNM

,VCFSOFUFTΛ'SBNFXPSLͱͯ͠ར༻͢Δ %FDMBSBUJWFPCKFDUDPOpHVSBUJPOɺ3FDPODJMJBUJPO-PPQ͸༏Ε͍ͯΔ ,VCFSOFUFTͷ࢓૊ΈΛͦͷ··׆͔͠ɺ'SBNFXPSLͱͯ͠ར༻ ཧ૝ͷ,VCFSOFUFTΫϥελΛఆٛ͠ɺ$POUSPMMFSΛࣗ࡞͢Ε͹Α͍   ˞౰࣌͸5IJSE1BSUZ3FTPVSDFͱݺ͹Ε͍͕ͯͨɺࢀর͢Δͷ͸ιʔείʔυͷΈɻ  ݱࡏ͸$VTUPN3FTPVSDF%FpOJUJPO͸4UBCMFͱͳΓɺͦΕΛѻ͏ϓϩάϥϜ͕0QFSBUPSͱݺ͹ΕΔ ͕ɺ6OEPDVNFOUFEͩͬͨ

,VCFSOFUFTΛ'SBNFXPSLͱͯ͠ར༻͢Δ ,VCFSOFUFT$MVTUFS ,VCFSOFUFT .BDIJOF4FUT .BDIJOF ,VCFSOFUFT$MVTUFS  $POUSPMMFS ,VCFSOFUFT  $POUSPMMFS .BDIJOF4FUT 
$POUSPMMFS .BDIJOF  $POUSPMMFS $VTUPN 3FTPVSDF $VTUPN $POUSPMMFS

$POUSPMMFS .BDIJOF  $POUSPMMFS $VTUPN 3FTPVSDF $VTUPN $POUSPMMFS $ cat sample_cluster.yaml apiVersion: kubernetes.zlab.co.jp/v1alpha1 kind: KubernetesCluster metadata: name: sample_cluster spec: version: “1.16.0” masterReplicas: 3 masterFlavor: large workerReplicas: 5 workerFlavor: large $ kubectl apply -f sample_cluster.yaml KubernetesCluster “sample_cluster” created

$POUSPMMFS .BDIJOF  $POUSPMMFS $VTUPN 3FTPVSDF $VTUPN $POUSPMMFS *TNZ,TSFBEZ

ݎ࿚ੑΛߴΊΔͨΊʹ w $BB4ࣗମ͕410' ୯Ұো֐఺ ʹͳΔ͜ͱΛ๷͙ͨΊʹɺࣗ਎͕ॴଐ͢Δ ,VCFSOFUFTΫϥελ΋$BB4͕ੜ੒ w $BB4͕յΕͨ,VCFSOFUFT͕෮چ w ࣗ෼ͷॴଐ͢Δ,VCFSOFUFTɾ7.ʹো֐͕ى͖ͨ$BB4͕෮چ
FUDE .BTUFS 8PSLFS $BB4 .BTUFS FUDE 8PSLFS

$BB4ΛϠϑʔʹಋೖ ೥ޙɺ$BB4ϕʔλ؀ڥΛఏڙ  :BIPPζότΫ͕$BB4Λ࢖͍8FCΞϓϦΛ։ൃɾϦϦʔε SFG:BIPP+"1"/ͷ,VCFSOFUFTBTB4FSWJDFͰՃ଎͢ΔΞϓϦέʔγϣϯ։ൃ

͋͞ɺΈΜͳ,VCFSOFUFTΛ࢖͓͏ʂ

͋͞ɺΈΜͳ,VCFSOFUFTΛ࢖͓͏ʂ ͪΐͬͱ଴ͬͯ  .BZCF:PV%POU/FFE,VCFSOFUFT

.BZCF:PV%POU/FFE,VCFSOFUFT w USJWBHPࣾͷࣄྫ w ,VCFSOFUFTͷػೳ͸ڧྗͰ๲େ  ➔Ͱ΋࢖͍͜ͳͤΔͷʁ w ྲྀߦͬͯΔ͔Β࢖͍͍ͨ  ➔,VCFSOFUFTɾपลπʔϧͷशಘɾ ΩϟονΞοϓ͠ଓ͚Δ͜ͱ͸େม
IUUQTFOEMFSEFWNBZCFZPVEPOUOFFELVCFSOFUFT

,VCFSOFUFT͕ຊ౰ʹඞཁ͔·ͣ֬ೝΛ w ,VCFSOFUFT͸͋͘·Ͱ΋खஈ w ໨తɾཁ݅Λ·͔ͣͬ͠Γ੔ཧ͢Δ͜ͱ w ͦͷ্Ͱֶशίετ΍ӡ༻ίετ͕গͳ͍΋ͷ͔Βݕ౼Λ͢΂͖ w ෺ཧαʔό7.ɺ4BB4ɺ1BB4ɺ'BB4ͰͰ͖ͳ͍ͩΖ͏͔ʁ w
Ϗδωε͕εέʔϧ͔ͯ͠Β,VCFSOFUFTʹҠߦ͢Ε͹Α͍ͷͰ͸ʁ

ීٴͷͨΊͷڭҭ ਺ઍਓͷΞϓϦέʔγϣϯΤϯδχΞʹ%PDLFS,VCFSOFUFTΛ࢖͍ ίϯςφͰՔಇ͢ΔΞϓϦέʔγϣϯΛ࡞ΕΔΑ͏ʹͳͬͯ΋Β͏ඞཁ͕͋Δ ➔;-BCͰ͸ΧελϚʔαΫηενʔϜΛฤ੒ Ϡϑʔଆʹ΋$BB4ઐଐͷ$3&νʔϜΛઃ͚ͯ΋Β͍ͬͯΔ

ڭҭɾܒ໤ɾΞυΦϯɾٕज़αϙʔτ ίετ͕͔͔ͬͯ΋ɺஸೡʹɺ͔ͬ͠ΓͱҭͯΔ w ର໘Ͱͷڭҭɾ૬ஊ  %PDLFS,VCFSOFUFTηϛφʔɾϫʔΫγϣοϓɾΦϑΟεΞϫʔ w υΩϡϝϯτͷఏڙ  ϕετϓϥΫςΟε w ΞυΦϯͷఏڙ 
Ϋϥελ಺ΞυΦϯʢϞχλϦϯάɺ%/4ʣɺΞυΦϯࣗಈߋ৽ w ϓϩδΣΫτͷ௚઀αϙʔτ  த௕ظʹ౉Γɺઃܭɾ։ൃɾࢼݧɾো֐ௐࠪΛαϙʔτ

ͳͥ͜Μͳ͜ͱΛ͢Δͷ͔ʁ ٕज़ʹਫ਼௨͢ΔΤϯδχΞ͕૿͑Δ  ➔ͦͷΤϯδχΞ͕ଞΤϯδχΞ΍ผ૊৫ʹ఻͑ΔՄೳੑΛ৴͍ͯ͡Δ͔Β ٕज़ࢧԉ ҟಈ

,VCFSOFUFTΛཧղͨ͠Ͷʁ͋͞ɺ࢖͓͏ʂ

,VCFSOFUFTΛཧղͨ͠Ͷʁ͋͞ɺ࢖͓͏ʂ ͍΍͍΍ɺͦΕ͚ͩͰ͸଍Γͳ͍Α

ϓϥοτϑΥʔϜͱͷ࿈ܞɺΠϯϑϥͷ૿ڧ ଟ͘ͷاۀ͸ࣾ಺ϓϥοτϑΥʔϜ͕͋ΔɺγʔϜϨεͳ࿈ܞΛ w ओʹɺݖݶ؅ཧɺϞχλϦϯάɺγʔΫϨοτ؅ཧɺ$*$%πʔϧ 0QFO4UBDLͷϋΠύʔόΠβͷ૿ڧɺ/8ߏ੒ʜ  ϥοΫΛஔ͘চ͕଍Γͳ͍ɺσʔληϯλʔ΋࡞Βͳ͍ͱʜ w Ϡϑʔଆͷઐ໳෦ୂ͕ར༻ঢ়گΛݟͯɺఆظతʹ*BB4Λ૿ڧ͠ଓ͚͍ͯΔ

ڭҭɺΞυΦϯఏڙɺϓϥοτϑΥʔϜ࿈ܞ  ͦͯ͠ɺ,VCFSOFUFT্ͰՔಇ͢Δ  ༷ʑͳΞϓϦέʔγϣϯɾϓϥοτϑΥʔϜ΁ͷٕज़αϙʔτ  ͦͷ݁Ռʜ

Ϡϑʔʹ͓͚Δ,VCFSOFUFTར༻ਪҠ ,VCFSOFUFTͷར༻ര૿ Ϋϥελ Ϋϥελ Ϋϥελ ೥Ͱഒ  
SFGIUUQTXXXTMJEFTIBSFOFUUFDICMPHZBIPPDOEUPTEUSPPNFF

ϠϑʔͰͷ$BB4ར༻࣮੷       ,VCFSOFUFTΫϥελ  7.T 
1PET  $POUBJOFST   SFGIUUQTXXXTMJEFTIBSFOFUUFDICMPHZBIPPDOEUPTEUSPPNFF ࣌఺࣮੷ݱࡏ΋ӈݞ্͕ΓͰར༻͕૿Ճ

͍·Կ͕ى͖͍ͯΔ͔

͍·Կ͕ى͖͍ͯΔ͔ ϚϧνΫϥ΢υɾϋΠϒϦουΫϥ΢υ ࣮ݱͷखஈʹίϯςφɾ,VCFSOFUFT͕͋Δ

֦େ͢Δ,VCFSOFUFTͷϢʔεέʔε ੈքதͰ,VCFSOFUFTͷ༷ʑͳ༻్Ͱͷར༻͕֦େɻ(ͱͱ΋ʹ͞Βʹ֦େ w (16/PEFͱ૊Έ߹Θͤͨ.BDIJOF-FBSOJOHͷج൫ ,VCFqPX w 4QPU*OTUBODFͰͷՔಇ 7JSUVBM,VCFMFUͷ׆༻
w &EHF$PNQUVJOHͰͷར༻ &OFSHZ 1PXFS1MBOU 4NBSU$JUZ w *P5Ͱͷར༻ LTͷ׆༻ 4NBSU4QFBLFS 3BTQCFSSZ1*Ϋϥελ w 7.PO,VCFSOFUFT LVCFWJSU

,VCFSOFUFT্ͰՔಇ͢Δ๲େͳγεςϜ܈ 4%4 4PGUXBSF-PBE#BMBODFS %BUBCBTF 'BB4 1BB4 $*$% 7. 4FSWJDF.FTI (JU0QT
4FSWFSMFTT $POUSPMMFS4%, .POJUPSJOH

$MPVE/BUJWF-BOETDBQF

θοτϥϘ͸͍·ɺԿʹऔΓ૊Ήͷ͔

,VCFSOFUFT͸ӡ༻͕େมɻ։ൃʹूத͍ͨ͠ ➔1BB4'BB4PO,VCFSOFUFT  ,FZXPSE͸/P0QT 4FSWFSMFTT ར༻ऀ͕ίϯςφΛ༻ҙ  Մ༻ੑ͕ߴ͘ɺσόοά͠΍͘͢ϋΠύʔεέʔϧ͢ΔγεςϜ ϏδωεϩδοΫ։ൃʹूதͰ͖Δ؀ڥͷఏڙ

,VCFSOFUFT্ͰεςʔτΛ࣋ͭΞϓϦέʔγϣϯͷαϙʔτ w ετϨʔδͷݕূɾ༧ࢉ w σʔλͷόοΫΞοϓɾϚΠάϨʔγϣϯ w ετϨʔδͷݖݶ؅ཧ w 8FCαʔϏεΑΓ΋ΞϓϦέʔγϣϯཁ݅  ͸๲େͰෳࡶ
4UBUFGVM"QQPO,VCFSOFUFT SFG<,VCF$PO $MPVE/BUJWF$PO&VSPQF>%FCVOLJOHUIF.ZUI,VCFSOFUFT4UPSBHFJT)BSE

θϩτϥετωοτϫʔΫ ϚϧνΫϥ΢υɺ&EHF$PNQVUJOHɺ*P5ͷ࣌୅  ઀ଓઌɾ઀ଓํ๏͕๲େʹͳΔ  ΞϓϦ͕Կʹ઀ଓ͍ͯ͠Δ͔ɺਓ͕ؒ೺Ѳ͢Δ͜ͱ͸ෆՄೳ    ϫʔΫϩʔυຖͷಈతͳೝূɾೝՄํࣜ΁ਐԽ͕ඞཁ Ϋϥ΢υωΠςΟϒͳೝূɾೝՄ

ٕज़ίϛϡχςΟ΁ͷߩݙ

λΠτϧςΩετ w ຊจϨϕϧ w ຊจϨϕϧ w ຊจϨϕϧ w ຊจϨϕϧ w
ຊจϨϕϧ Photo by Denys Nevozhai on Unsplash

,VCFSOFUFTมߋ఺·ͱΊ  ,VCFSOFUFTͷ$IBOHF-PHௐࠪ ೔ຊޠԽͯ͠ɺ2JJUBʹެ։ ͍ͯ͠·͢  ࠃ಺,VCFSOFUFTϢʔβͷ͓໾ʹͨͯΔͱ޾͍Ͱ͢  Ϡϑʔ͸$/$'ͷ4JMWFS.FNCFS  ࠓޙ΋Ϡϑʔͱڞʹ$MPVE/BUJWFͳٕज़Λ੝Γ্͍͖͛ͯ ͍ͨ ;-BCͷίϛϡχςΟ΁ͷߩݙ º

;-BCࣾһ΋ίϛϡχςΟΛ੝Γ্͍͛ͯ·͢

࠷৽ٕज़Λ࢖͏ɾ࡞Δɾڞ༗͢Δ

Kubernetesの利用・普及、その先は何か?

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