Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
クラスメソッド(株)のIoT事例とバックエンド技術の変遷
Search
quiver
November 21, 2015
Technology
3
3.2k
クラスメソッド(株)のIoT事例とバックエンド技術の変遷
AWSモバイル/IoTサービス徹底攻略!!〜Developers.IO Meetup番外編〜 2015/11/21発表資料
quiver
November 21, 2015
Tweet
Share
More Decks by quiver
See All by quiver
Amazon SQSコンシューマー疎結合への旅 - 出張! #DevelopersIO IT技術ブログの中の人が語る勉強会 #3
quiver
0
370
AWSクラウドでコンピュータ将棋を動かそう! : DevelopersIO 2021 Decade
quiver
0
2.4k
目指せ、爆速サイト!Cloudinaryで始める画像最適化|Developers IO 2020 Connect
quiver
0
2k
パルコミュージアムに画像センシングIoTを導入して客層分析してみた
quiver
0
3.5k
AWS KMSの Encryption Contextを利用して より安全に暗号化する
quiver
1
30k
Other Decks in Technology
See All in Technology
kcp: Kubernetes APIs Are All You Need #techfeed_live / TechFeed Experts Night 28th
ytaka23
1
180
ハードウェアを動かすTypeScriptの世界
9wick
3
1.1k
試作とデモンストレーション / Prototyping and Demonstrations
ks91
PRO
0
160
Step by Stepで学ぶ、ADT(代数的データ型)、モナドからEffect-TSまで
leveragestech
1
2.6k
QAエンジニアが伝えたい品質保証の羅針盤 / Compass for Quality Assurance
mii3king
1
320
社内での継続的な機械学習勉強会の開催のコツ
yudai00
2
380
日本が誇るイタリアのダンスミュージック!? ユーロビートって何??
minorun365
PRO
1
130
個人のAWSアカウントをマルチ運用してみた
miura55
2
290
OPENLOGI Company Profile
hr01
0
45k
iThome2024 Wailing Wall of Enterprise Security
notsurprised
0
280
DevRelによる信頼構築とデータ駆動で変わるエンジニア採用 / DevRel Trust Building to Data Driven Engineering Hiring
bobtani
1
120
「知的単純作業」を自動化する、地に足の着いた大規模言語モデル (LLM) の活用
nrryuya
8
8.1k
Featured
See All Featured
The Pragmatic Product Professional
lauravandoore
26
5.9k
Faster Mobile Websites
deanohume
300
30k
The Power of CSS Pseudo Elements
geoffreycrofte
62
5k
Design by the Numbers
sachag
274
18k
Docker and Python
trallard
35
2.7k
How STYLIGHT went responsive
nonsquared
92
4.8k
Statistics for Hackers
jakevdp
790
220k
A Tale of Four Properties
chriscoyier
153
22k
A Modern Web Designer's Workflow
chriscoyier
689
190k
Into the Great Unknown - MozCon
thekraken
15
1.1k
Reflections from 52 weeks, 52 projects
jeffersonlam
345
19k
Agile that works and the tools we love
rasmusluckow
325
20k
Transcript
Ϋϥεϝιου ג ͷ*P5ࣄྫ ͱόοΫΤϯυٕज़ͷมભ (JU)VC!RVJWFS $MBTTNFUIPE*OD
ຊͷςʔϚ w ʮ*P5ʯͷΩʔϫʔυͰςʔϚ͕େ͖͗͢Δ w ԕִͷଌఆσʔλΛதԝγεςϜʹू͢Δαʔ Ϗε ςϨϝτϦʔ ʹείʔϓΛݶఆ w ཁ੍݅ԼͰɺͲ͏͍͏ٕज़Λબͨ͠ͷ͔όο
ΫΤϯυ "84 ιϦϡʔγϣϯΛத৺ʹհ
ΞδΣϯμ ג ͖͋ΜͲεγϩʔ ετϦʔϜσʔλΛ,JOFTJTͰऩू ג ా༸ߦ ඦ༿ശ͔Β"84௨৴
ג ͖͋ΜͲεγϩʔ͞· ʙετϦʔϜσʔλΛ,JOFTJTͰऩूʙ ࣄྫIUUQDMBTTNFUIPEKQDBTFTTVTIJSPTVTIJSPBMMEBUB
l,JOFTVTIJzͱ 3F*OWFOUl #%5 /FX4USFBNJOH%BUB'MPXTXJUI"NB[PO,JOFTJT'JSFIPTFz͔Β w l,JOFTJT 4VTIJzΛ߹ମͤͨ͞ޠ w ճసण࢘ͷण࢘ࡼηϯαʔσʔλͷऩूج൫ɻ
w "NB[PO,JOFTJTετϦʔϜͷେن׆༻ࣄྫɻ
ॳ,JOFTVTIJ
ॳ,JOFTVTIJ
,JOFTJTετϦʔϜͱ w ϋΠϘϦϡʔϜͳ࿈ଓͨ͠σʔλΛϦΞϧλΠϜͰ ूܭɾมͳͲͷॲཧΛՄೳʹ͢ΔϑϧϚωʔδυ αʔϏε w ,JOFTJTετϦʔϜɺϋΠϘϦϡʔϜͳσʔλΛ ॲཧ͢Δ͜ͱ͕Ͱ͖ɺ͔ͭɺ֨ೲ͞Εͨσʔλɺ ෳͷ";ʹ֨ೲ͢Δ৴པੑͱٱੑΛͭαʔϏ
ε IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDIBNB[POLJOFTJT
,JOFTJTετϦʔϜશମਤ w ༻్୯ҐͰ4USFBNΛ࡞͠ɺ4USFBNɺͭҎ্ͷ4IBSEͰߏ͞ΕΔ w 4IBSE͋ͨΓͷΩϟύγςΟݻఆ w 4IBSEͷ૿ՃݮʹΑͬͯεέʔϧͷ੍ޚ͕Մೳ w ೖྗ͞Εͨσʔλ࠷େ͔ͭෳͷ";ʹอ͞ΕΔ
IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDIBNB[POLJOFTJT
,JOFTJTετϦʔϜͷσʔλऔಘ w (FU4IBSE*UFSBUPS"1*Ͱ4IBSEͷϙδγϣϯ Λऔಘ͠ɺ(FU3FDPSET"1*Ͱσʔλऔಘ BXTLJOFTJTHFUTIBSEJUFSBUPSTUSFBNOBNFετϦʔϜ໊a TIBSEJEγϟʔυ൪߸TIBSEJUFSBUPSUZQF"5@4&26&/$&@/6.#&3a TUBSUJOHTFRVFODFOVNCFSγʔέϯε൪߸ \4IBSE*UFSBUPSl"#$ʜ%&'z^ϙδγϣϯ BXTLJOFTJTHFUSFDPSETTIBSEJUFSBUPSl"#$ʜ%&'z
\3FDPSET<\ 1BSUJUJPO,FZ %BUBlE(7[E(3IE(& ࣮σʔλ 4FRVFODF/VNCFS ^ >^
ॳ,JOFTVTIJͷ࣮ w ॳγΣϧεΫϦϓτ "84$-*"8, Ͱ࣮ ɾ֤4IBSEͷϙδγϣϯཧ ɾσʔλऔಘ ɾόϦσʔγϣϯ G@HFUOFYUTIBSEJUFSBUPS
\ BXTLJOFTJTHFUSFDPSETa TIBSEJUFSBUPSa cKRS/FYU4IBSE*UFSBUPS ^ ʜ [DBU5.1a cBXLW0'4 W'4 \JG ʜ
,JOFTVTIJ
,JOFTVTIJ ,JOFTJTετϦʔϜͷ-BNCEBॲཧ
"84-BNCEBԽͷಓ w ,JOFTJTετϦʔϜϓϧܕ-BNCEBͰॲཧͰ͖Δ w ετϦʔϜΛϙʔϦϯά͠ɺ৽͍͠σʔλΛݕग़͢Δͱ -BNCEBؔΛൃՐ w γϟʔυϨίʔυҐஔΛૢ࡞͢Δίʔυෆཁʹ w γϟʔυͷ૿ݮ͕͋ͬͯӨڹͳ͠
w ϏδωεϩδοΫ͚ͩΛ࣮ w ,JOFTJTετϦʔϜΛ΄΅ϦΞϧλΠϜॲཧ
"84-BNCEBͷӡ༻ w ,JOFTJTετϦʔϜ-BNCEBͷϝτϦΫεΛϞχλʔ w ,JOFTJTετϦʔϜͷ(FUܥϝτϦΫε w -BNCEBͷΤϥʔൃੜɺॲཧ࣌ؒ w ϝϞϦʔ༻ྔ$MPVEXBUDI-PHTΛ֬ೝ w
ϝτϦΫεΛݟͯ-BNCEBͷόοναΠζΛௐ "1*6QEBUF&WFOU4PVSDF.BQQJOH
,JOFTVTIJ
,JOFTVTIJ w ,JOFTJT'JSFIPTFͰΒ͘Β͘4อଘɻ l*U`TUIBUTJNQMFz
,JOFTJT'JSFIPTF w 3F*OWFOUͰൃද w ཧը໘Ͱઃఆ͢Δ͚ͩͰ4อଘ w γϟʔυཧ͕ෆཁɻσʔλͷྲྀೖྔʹ߹Θͤͯ FMBTUJDʹγϟʔυ͕εέʔϧ w ,JOFTJTετϦʔϜͷγϟʔυγϟʔυϙδ
γϣϯҰҙࣝ͠ͳ͍ɻ
,JOFTVTIJͷల w Ϟνϕʔγϣϯ w ,JOFTJTετϦʔϜͷσʔλอ࣋ظؒΛؾʹͤͣ ָʹ4อଘ͍ͨ͠ w ,JOFTJT'JSFIPTFΛಋೖ w 4ͷߋ৽ΠϕϯτͰσʔλॲཧ༻-BNCEBΛൃՐ
w ҙɿ౦ژϦʔδϣϯͰ·ͩར༻Ͱ͖ͳ͍
,JOFTVTIJͷมભ ॳ γΣϧͰετϦʔϜσʔλʹཱ͔ͪ͏ -BNCEBͰָʑγϟʔυૢ࡞ 'JSFIPTFͰָʑ4อଘ
*P5σʔλͷ׆༻ ".-࿈ܞ w ػցֶशΛ༻͍ͨళฮࠞࡶ࣌ͷͪ࣌ؒ༧ଌͷਫ਼ ্ʹηϯαʔσʔλΛ׆༻ IUUQEFWDMBTTNFUIPEKQNBDIJOFMFBSOJOHBNB[PONBDIJOFMFBSOJOHBLJOEPTVTIJSP
ג ా༸ߦ͞· ʙඦ༿ശ͔Β"84ͷ௨৴ʙ ࣄྫIUUQDMBTTNFUIPEKQOFXTSFMFBTFJPUUFNQMBUF
w σʔλͷऔಘͱՄࢹԽΛγεςϜԽ ඦ༿ശγεςϜ֓ཁ ؾԹɿˆ ؾѹɿI1B
ॳඦ༿ശ
ॳඦ༿ശγεςϜ֓ཁ
ॳඦ༿ശγεςϜ֓ཁ ΒͬͱϗʔϜגࣜձࣾ 0QFO#MPDLT*P5#9 גࣜձࣾιϥίϜ 403"$0.
ॳඦ༿ശγεςϜ֓ཁ Ͳ͏ͬͯ"84ͱೝূ Ͳ͏ͬͯ"84·Ͱ௨৴
"84ͱͷೝূ ʙॳʙ
"84$PHOJUPͰήετΞΫηε w ௨শʮ6OBVUIFOUJDBUFE"DDFTTʯ w ೝূγεςϜͷϩάΠϯͳ͠ʹ༗ޮظݶ͖ͭͷҰ ࣌ΩʔΛ͍ग़͢ w ݖݶ*".3PMFͰཧ w ϞόΠϧ4%,ʹରԠͨ͠αʔϏε͔͠ૢ࡞Ͱ͖ͳ͍
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ݖݶࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ݖݶࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍ ˠ$PHOJUP*%ൃߦ ˠ༗ޮظݶ͖ΫϨσϯγϟϧΛൃߦ ˠ*".3PMFͰରԠ ˠ*%୯ҐͰআ ˠೝূෆཁͰ*%औಘ
ήετΫϨσϯγϟϧͷऔಘ $SFBUF*EFOUJUZ1PPM"1*Ͱ$PHOJUPͷ*%ϓʔϧΛ ࡞͠ɺ(FU*E"1*Ͱ*%Λऔಘ͠ɺ (FU$SFEFOUJBMT'PS*EFOUJUZ"1*ͰҰ࣌ΫϨσϯ γϟϧΛऔಘ BXTDPHOJUPJEFOUJUZDSFBUFJEFOUJUZQPPMa JEFOUJUZQPPMOBNFϓʔϧ໊BMMPXVOBVUIFOUJDBUFEJEFOUJUJFT BXTDPHOJUPJEFOUJUZHFUJEJEFOUJUZQPPMJEFVXFTUEGʜF BXTDPHOJUPJEFOUJUZHFUDSFEFOUJBMTGPSJEFOUJUZJEFOUJUZJElFVXFTUGʜ
\$SFEFOUJBMT\ 4FDSFU,FZl[%#ʜz 4FTTJPO5PLFOl"2Pʜz &YQJSBUJPO "DDFTT,FZ*E"4*9*999999999999999 ^ *EFOUJUZ*ElFVXFTUGʜz^
ήετΫϨσϯγϟϧΛ͏ "TTVNF3PMFͱಉ͡ཁྖͰɺ͍ग़͞Εͨ "DDFTT,FZ*E4FDSFU,FZ4FTTJPO5PLFOΛೝ ূใʹ͢ 4%,ʹΑͬͯɺFYQJSF͢Δ·ͰΫϨσϯγϟϧΛ Ωϟογϡ͢Δ FYQPSU"84@"$$&44@,&:@*%"4*9*99ʜ FYQPSU"84@4&$3&5@"$$&44@,&:[%#ʜ FYQPSU"84@4&$63*5:@50,&/"2Pʜ
"84·Ͱͷ௨৴ ʙॳʙ
403"$0.ͱ w *P5͚௨৴ϓϥοτϑΥʔϜ w 403"$0."JS w *P5σόΠε͚4*.αʔϏε w σʔλ௨৴ྔͷࢹɾίϯτϩʔϧՄೳ w
403"$0.#FBN w *P5σόΠεʹ҉߸ॲཧଓઌͷઃఆΛΦϑϩʔυ
ήʔτΣΠͷ௨৴ཁ݅ w αʔϏεΤϦΞ͕͍ w ηΩϡΞʹ"84·Ͱ௨৴ w ௨৴අ͕͍҆ w *P5ήʔτΣΠʹෛՙ͕͔͔Βͳ͍ w
௨৴ྔ͕গͳ͍
ήʔτΣΠͷ௨৴ཁ݅ w αʔϏεΤϦΞ͕͍ w ηΩϡΞʹ"84·Ͱ௨৴ w ௨৴අ͕͍҆ w *P5ήʔτΣΠʹෛՙ͕͔͔Βͳ͍ w
௨৴ྔ͕গͳ͍ ˠ<"JS>υίϞ-5&(ΤϦΞͰར༻Մೳ ˠ<"JS>ΩϟϦΞͷดҬΛར༻ ˠ<"JS>ଟֹͷॳظඅ༻͕ෆཁͰॏྔ՝੍ۚ ˠ<#FBN>5-4ॲཧΛΦϑϩʔυ ˠ<#FBN>403"$0.#FBN·Ͱ)551
ॳඦ༿ശͷ"84௨৴ 5-4Ͱ҉߸Խ "JSͷดҬͰ#FBN·Ͱ௨৴ )551 )5514
"84ͱͷೝূͰࣦഊ )551 )5514
"84ͱͷೝূͰࣦഊ LJOFTJT3&(*0/BNB[POBXTDPN CFBNTPSBDPNJP )551 )5514 w "84͔Βϗετ໊ෆҰகͷΤϥʔ͕͔͑ͬͯ͘Δ 403"$0.#FBNͷϗετ໊Ͱ"1*ϦΫΤετॺ໊͍ͯ͠ΔͨΊ w
"84ͷϗετ໊Λ͏Α͏ڧҾʹ4%,Λॻ͖͑Δ IUUQEPDTBXTBNB[PODPNHFOFSBMMBUFTUHSTJHOJOH@BXT@BQJ@SFRVFTUTIUNM
403"$0.#FBNͷࢀর࣮ Ҿ༻IUUQTEFWTPSBDPNJPKQEPDTBXT@HVJEF #FBNͰ"1*,FZϔομʔΛ ༩ͯ͠"84"1*(BUFXBZͱೝূ
ඦ༿ശ
ඦ༿ശγεςϜ֓ཁ w 3F*OWFOUͰ"84*P5͕ൃද w "84ͷ͓࡞๏ʹै͏͘"84*P5ԽΛࢼΈΔ w ,JOFTJT͔Βઌઌͱಉ͡
%FWJDF(BUFXBZ w "844/4ͷΑ͏ͳ1VC4VCܕϝοηʔδϯά αʔϏε w )551·ͨ.255Λ͠ΌΔ
3VMFT w %FWJDF(BUFXBZʹύϒϦογϡ͞Εͨϝοηʔδͷ நग़݅Λ42-Ͱهड़͢ΔநϨΠϠʔ w நग़ͨ͠ϝοηʔδͷ৴ઌͱͯ͠,JOFTJT4/4 %ZOBNP%#-BNCEBͳͲͱ࿈ܞ
ೝূɾ௨৴ͷൺֱ w EE ॳ ϓϩτίϧ )551 .255 ೝূ
$PHOJUP ূ໌ॻ ݖݶ *".3PMF *".3PMF ػີ 5-4 5-4
"84ͱͷೝূ ʙʙ
ΫϥΠΞϯτূ໌ॻ w "84%FWJDF(BUFXBZ)551ͱ.255ͷϚϧν ϓϩτίϧରԠ w .255Ͱैདྷͷ3&45"1*ೝূΛ͑ͳ͍ͨΊɺ ূ໌ॻΛ͏ɻ w ݖݶ*".3PMFͰཧ
ূ໌ॻͷ࡞Γํ w ূ໌ॻͷ࡞ํ๏௨Γ w $SFBUF,FZ"OE$FSUJpDBUF"1*Ͱ伴ϖΞͱূ໌ॻΛ࡞ w $SFBUF$FSUJpDBUF'SPN$43"1*Ͱূ໌ॻॺ໊ཁٻ $43 ͔Βূ໌ॻΛ࡞
BXTJPUDSFBUFLFZTBOEDFSUJpDBUFTFUBTBDUJWF \DFSUJpDBUF"SOBSOBXTJPUVTXFTUDFSU4/*1 DFSUJpDBUF1FN#&(*/$&35*'*$"5&4/*1aO LFZ1BJS\ 1VCMJD,FZ#&(*/16#-*$,&:4/*1&/%16#-*$,&:aO 1SJWBUF,FZ#&(*/34"13*7"5&,&:4/*1aO ^ DFSUJpDBUF*E"4%'^
ূ໌ॻͷݖݶઃఆ w $SFBUF1PMJDZ"1*ͰݖݶϙϦγʔΛ࡞͠ɺ "UUBDI1SJODJQBM1PMJDZ"1*Ͱূ໌ॻʹϙϦγʔ Λઃఆɻ BXTJPUDSFBUFQPMJDZQPMJDZOBNF1VC4VC5P"OZ5PQJDa QPMJDZEPDVNFOUpMFJPUQPMJDZKTPO \QPMJDZ/BNF1VC4VC5P"OZ5PQJD
QPMJDZ"SOlBSOBXTʜ^ BXTJPUBUUBDIQSJODJQBMQPMJDZQPMJDZOBNFl1VC4VC5P"OZ5PQJDa QSJODJQBMBSOBXTJPUVTXFTUDFSU4/*1
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผΛ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ͍ͨ͠ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍
ήʔτΣΠͷೝূཁ݅ w ήʔτΣΠΛݸମࣝผΛ͍ͨ͠ w "84ΫϨσϯγϟϧΛΒ·͖ͨ͘ͳ͍ w "84ͷૢ࡞ࡉ͔͘ίϯτϩʔϧ͍ͨ͠ w ෆਖ਼ͳήʔτΣΠϦϞʔτ͔Βݖݶണୣ w
εϚϗͷΑ͏ʹϩάΠϯೖྗʹΑΔೝূग़དྷͳ͍ ˠূ໌ॻ ˠূ໌ॻΛΒ·͍ͯ͠·͏ ˠ*".3PMFͰରԠ ˠূ໌ॻ୯ҐͰແޮԽɾআ ˠূ໌ॻΛࣄલʹ࡞ͯ͠Πϯετʔϧ
"84·Ͱͷ௨৴ ʙʙ
ॳඦ༿ശͷ"84௨৴ )551 )5514
ඦ༿ശͷ"84௨৴ w .2555$1ϕʔεͷͨΊɺ5-4Ͱ҉߸ԽՄೳ .255 .2554 5-4Ͱ҉߸Խ
%FWJDF(BUFXBZͱ௨৴ NPTRVJUUP@QVCDBpMF$"QFNDFSUDFSUQFNLFZQSJWBUFLFZQFNa I%6..:JPUVTXFTUBNB[POBXTDPNQUUPQJDUFTUJDMJFOUJEa N)FMMP 8PSME ೝূہূ໌ॻ DBpMF ɺΫϥΠΞϯτূ໌ॻ DFSU
ɺ ϓϥΠϕʔτ伴 LFZ Λσʔλૹ৴࣌ʹࢦఆ
ূ໌ॻ#FBNʹΦϑϩʔυ NPTRVJUUP@QVCa I%6..:JPUVTXFTUBNB[POBXTDPNQUUPQJDUFTUJDMJFOUJEa N)FMMP 8PSME 403"$0.͞Μ͕"84*P5͚ʹػೳՃ ϑΝΠϧ܈Λ#FBNʹొ͠ɺ҉߸ɺূ໌ॻೝূॲཧ Λ#FBNʹΦϑϩʔυ IUUQEFWDMBTTNFUIPEKQDMPVETPSBDPNCFBNBXTJPU
IUUQTEFWTPSBDPNJPKQEPDTBXT@JPU@HVJEF
ূ໌ॻཧ͕खؒ ΫϥΠΞϯτূ໌ॻͷΈཧʹ͔ͳ͍ͬͯΔ͕ɺɺɺ w ήʔτΣΠݸผͷঢ়ଶཧΛ͢ΔͳΒɺήʔτΣΠ͝ͱʹҟ ͳΔূ໌ॻ͕ඞཁ w ήʔτΣΠʹূ໌ॻΛ͠ͳ͍ͱ͍͚ͳ͍ w ήʔτΣΠʹূ໌ॻΛ͢Δͱɺޙͷཧϝϯςφϯε ͷϋʔυϧ͕ߴ͍
w ήʔτΣΠͱূ໌ॻͷϚοϐϯάཧΛͲ͏͢Δ 403"$0.#FBNͰϓϩάϥϚϒϧʹূ໌ॻཧ
·ͱΊ w ετϦʔϜσʔλॲཧػձͷ૿Ճ w ηϯαʔͳͲͷܭଌσʔλৗ࣌ૹ৴͞ΕΔ w ,JOFTJTͷΑ͏ʹετϦʔϜσʔλॲཧʹ͍ͨαʔϏεΛ׆༻͠ ·͠ΐ͏ w *P5ͷήʔτΣΠཧ
w ήʔτΣΠΫϥυͷΑ͏ʹΧδϡΞϧʹཧͰ͖ͳ͍ w ੍͕͋ͬͯɺηΩϡϦςΟ໘Λૄ͔ʹ͠ͳ͍͜ͱ w ϋʔυΣΞ૬खͰϓϩάϥϚϒϧʹؤுΕΔͱ͜ΖؤுΔ
͝ਗ਼ௌʹ͋Γ͕ͱ͏͍͟͝·ͨ͠
ࢀߟϖʔδ w IUUQEPDTBXTBNB[PODPNJPUMBUFTUEFWFMPQFSHVJEFJEFOUJUZJOJPUIUNM w IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDI BNB[POLJOFTJT w IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUUFDI BNB[PODPHOJUP w
IUUQEFWDMBTTNFUIPEKQDMPVEBXTBXTDMJDSFEFOUJBMTVTJOHBNB[PODPHOJUP w IUUQXXXTMJEFTIBSFOFU403"$0.JUQSPFYQP w IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFTNCMOFXBXTJPUTFDVSFMZ CVJMEJOHQSPWJTJPOJOHVTJOHUIJOHT