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
re:Invent2018 IoT系の新サービス・アップデート
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
yuji nishimura
December 05, 2018
Technology
1.4k
0
Share
re:Invent2018 IoT系の新サービス・アップデート
Higobashi.aws、re:Growth 2018で発表した資料です。
yuji nishimura
December 05, 2018
More Decks by yuji nishimura
See All by yuji nishimura
Kinesis Video Streams 最新アップデートの紹介 #reinvent #cmregrowth
ynishimura
0
1.6k
HIGOBASHI.AWS 第12回「AWS CDKのConstruct Libraryを作って 公開してみよう」
ynishimura
0
640
Angularを使って爆速で管理画面を作る
ynishimura
0
3k
サーバーレスアーキテクチャで作ったIoTのバックエンドシステムで遭遇したエラーと対処法
ynishimura
0
2.2k
HIGOBASHI.AWS 第10回「サーバーレスとデータ分析 ~AWS Lambdaを活用して効率化しよう~」
ynishimura
0
1.4k
【Developers.IO 2018】IoTを実現するためのAWSのIoT系サービス:分析、セキュリティ管理、組み込み向けサービスもあるで!
ynishimura
2
1.2k
HIGOBASHI.AWS 第6回「Amazon Route53で ドメインを購入して、設定してみよう」
ynishimura
0
1.8k
HIGOBASHI.AWS 第5回「AngularとAWS AppSyncで作るサーバーレスアプリケーション」
ynishimura
0
4.1k
higobashi.aws 第2回「IoTとサーバーレスとラズパイ」
ynishimura
1
1.6k
Other Decks in Technology
See All in Technology
「決め方」の渡し方 / How to hand over the "decision-making process"
pauli
8
1.3k
AIがコードを書く時代の ジェネレーティブプログラミング
polidog
PRO
3
670
さくらのAI Engineから始める クラウドネイティブ意識
melonps
0
140
さくらのクラウドでつくるCloudNative Daysのオブザーバビリティ基盤
b1gb4by
0
150
Oracle Cloud Infrastructure(OCI):Onboarding Session(はじめてのOCI/Oracle Supportご利⽤ガイド)
oracle4engineer
PRO
2
17k
🀄️ on swiftc
giginet
PRO
0
320
NOSTR, réseau social et espace de liberté décentralisé
rlifchitz
0
150
解剖"React Native"
hacusk
0
120
ADOTで始めるサーバレスアーキテクチャのオブザーバビリティ
alchemy1115
2
270
AIを活用したアクセシビリティ改善フロー
degudegu2510
1
170
Introduction to Sansan Meishi Maker Development Engineer
sansan33
PRO
0
380
ZOZOTOWNリプレイスでのSkills導入までの流れとこれから
zozotech
PRO
4
3.3k
Featured
See All Featured
Avoiding the “Bad Training, Faster” Trap in the Age of AI
tmiket
0
120
The Impact of AI in SEO - AI Overviews June 2024 Edition
aleyda
5
790
Utilizing Notion as your number one productivity tool
mfonobong
4
290
Speed Design
sergeychernyshev
33
1.6k
From π to Pie charts
rasagy
0
160
Visualization
eitanlees
150
17k
Large-scale JavaScript Application Architecture
addyosmani
515
110k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.2k
The #1 spot is gone: here's how to win anyway
tamaranovitovic
2
1k
How To Speak Unicorn (iThemes Webinar)
marktimemedia
1
430
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
254
22k
What does AI have to do with Human Rights?
axbom
PRO
1
2.1k
Transcript
SF*OWFOU *P5ܥ৽αʔϏεɾΞοϓσʔτ
#higobashiaws ଜ༞ೋʢʣ ݩγεαʔόʔϨε։ൃ෦ॴଐ ීஈେࡕΦϑΟε ϑϩϯτΤϯυدΓͷۀ͕ଟΊ ౦ژ͔Βେࡕʹ6λʔϯస৬ લ৬*41ͷձࣾͰސ٬γεςϜͷӡ༻ ࣗݾհ
#higobashiaws ϋογϡλά #higobashiaws
AWS IoTܥαʔϏε৮ͬͨ͜ͱ͋Δਓ✋
#higobashiaws ΞδΣϯμ w"84*P5ܥͷαʔϏεͷ͓͞Β͍ w*P5ܥͷΞοϓσʔτ w "NB[PO'SFF3504 w "84*P5(SFFOHSBTT
w*P5ܥͷ৽αʔϏε w "84*P54JUF8JTF w "84*P55IJOHT(SBQI w "84*P5&WFOUT
AWSͷIoTܥαʔϏεͷ͓͞Β͍
#higobashiaws શମ૾
#higobashiaws "84͕ఏڙ͢Δطଘ*P5αʔϏε Ϋϥυ σόΠε AWS IoT Core AWS
IoT Device Management AWS IoT Device Defender AWS IoT Analytics Amazon FreeRTOS AWS Greengrass 安全なデバイス接続 とメッセージング 大量の デバイス管理 SWアップデート デバイスの 監査と保護 IoTデータ分析 ・データ加工 ・データ保存 ・機械学習 ・SQL ・継続監視 ・証明書不正使用 ・証明書有効期限 ・権限確認 ・グループ化 ・ジョブ機能 ・デバイス検索 ・デバイス接続 ・他サービス連携 ・証明書発行 マイコン向けOS エッジ処理 ライブラリ搭載 ・MQTT ・WiFi ・OTA update ゲートウェイ機能 ・Lambda ・MLモデル ・プロトコル変換
IoTܥͷΞοϓσʔτ
#higobashiaws Ξοϓσʔτ༰ "NB[PO'SFF3504 ɾ#MVFUPPUI-PX&OFSHZʢ#-&ʣΛαϙʔτʢϕʔλ൛ʣ "84*P5(SFFOHSBTT ɾ֎෦ΞϓϦɺαʔϏεͱͷଓΛՄೳʹ͢ΔίωΫλαϙʔτ ɾ"844FDSFUT.BOBHFS࿈ܞɺ)8ͷূ໌ॻຒΊࠐΈରԠ ɾϩʔΧϧ-BNCEBͷΞΠιϨʔγϣϯઃఆ
#higobashiaws Ξοϓσʔτ༰ "NB[PO'SFF3504 ɾ#MVFUPPUI-PX&OFSHZʢ#-&ʣΛαϙʔτʢϕʔλ൛ʣ "84*P5(SFFOHSBTT ɾ֎෦ΞϓϦɺαʔϏεͱͷଓΛՄೳʹ͢ΔίωΫλαϙʔτ ɾ"844FDSFUT.BOBHFS࿈ܞɺ)8ͷূ໌ॻຒΊࠐΈରԠ ɾϩʔΧϧ-BNCEBͷΞΠιϨʔγϣϯઃఆ
Amazon FreeRTOS
#higobashiaws "NB[PO'SFF3504 ϚΠΫϩίϯτϩʔϥ͚ϦΞϧλΠϜ04 'SFF3504Λങऩͯ͠ɺ.*5ϥΠηϯε ΧʔωϧΛίωΫςΟϏςΟɾηΩϡϦςΟͷϥΠϒϥϦ֦ு Hardware Amazon FreeRTOS
Internal Lib FreeRTOS Kernel MQTT Agent Shadow Lib Greengrass Discovery WiFi Mng Lib BLE Lib User Library User Application OTA
#higobashiaws σόΠεཁ݅ .)[Ҏ্ͷॲཧɺ,#Ҏ্ͷ3".Ͱಈ࡞ ຊͰࢼ͢ͳΒ&41%FW,JU$ɺٕదऔಘࡁɺઍԁલޙ νϡʔτϦΞϧ͕ॆ࣮
#higobashiaws Ξοϓσʔτ༰ #MVFUPPUI-PX&OFSHZαϙʔτʢϕʔλ൛ʣ "OESPJE·ͨJ04Λ௨ͯ҆͠શʹ"84*P5ͱଓՄೳ https://docs.aws.amazon.com/freertos/latest/userguide/freertos-ble-library.html
#higobashiaws Ξοϓσʔτ༰ #MVFUPPUI-PX&OFSHZΛ͏ϝϦοτ XJpʹൺͯফԽిྗ͕͍ https://docs.aws.amazon.com/freertos/latest/userguide/freertos-ble-library.html
#higobashiaws αϯϓϧ "NB[PO'SFF3504Ͱ#MVFUPPUI-PX&OFSHZ͕ར༻Մೳɺ &TQSFTTJG&41Ͱར༻͢Δྫ https://aws.amazon.com/jp/blogs/news/using-bluetooth-low- energy-with-amazon-freertos-on-espressif-esp32/
#higobashiaws Ξοϓσʔτ༰ "NB[PO'SFF3504 ɾ#MVFUPPUI-PX&OFSHZʢ#-&ʣΛαϙʔτʢϕʔλ൛ʣ "84*P5(SFFOHSBTT ɾ֎෦ΞϓϦαʔϏεͱͷଓΛՄೳʹ͢ΔίωΫλΛఏڙ ɾ"844FDSFUT.BOBHFS࿈ܞɺ)8ͷূ໌ॻຒΊࠐΈରԠ ɾϩʔΧϧ-BNCEBͷΞΠιϨʔγϣϯઃఆ
AWS IoT Greengrass
#higobashiaws "84*P5(SFFOHSBTT "84*P5ͷػೳΛΤοδػثʹ֦ுɺΤοδίϯϐϡʔςΟϯά࣮ݱ ήʔτΣΠػثʹιϑτΣΞΛΠϯετʔϧ (SFFOHSBTT$PSF -BNCEB͕ήʔτΣΠͰ࣮ߦͰ͖Δ https://www.slideshare.net/AmazonWebServicesJapan/20180508-aws-black-belt-online-seminar-aws-greengrass
#higobashiaws "84*P5(SFFOHSBTT "84*P5ͷػೳΛΤοδػثʹ֦ுɺΤοδίϯϐϡʔςΟϯάΛ࣮ݱ ήʔτΣΠػثʹιϑτΣΞΛΠϯετʔϧ (SFFOHSBTT$PSF -BNCEB͕ήʔτΣΠͰ࣮ߦͰ͖Δ ཁ݅εϖοΫ
CPU: 1GHz Ҏ্ Memɿ128MBҎ্ OSɿLinux Kernelɿ4.4Ҏ্ Τοδػث Greengrass Core Greengrass Group Greengrass Service σόΠε ϩʔΧϧ Lambda AWS IoT ػೳ AWS IoT AWSαʔϏε ࿈ܞ
#higobashiaws Ξοϓσʔτ༰ ֎෦ΞϓϦαʔϏεͱͷଓΛՄೳʹ͢ΔίωΫλΛఏڙ w"84*P5(SFFOHSBTT$POOFDUPST wίʔυΛॻ͘͜ͱͳ͘ɺαʔυύʔςΟͷΞϓϦέʔγϣϯɺΦϯϓϨ ϛεͷιϑτΣΞɺ"84αʔϏεʹଓՄೳ
#higobashiaws Ξοϓσʔτ༰ ఏڙ͞ΕΔίωΫλ w$MPVE8BUDI.FUSJDT w%FWJDF%FGFOEFS w*NBHF$MBTTJpDBUJPO w,JOFTJT'JSFIPTF w"NB[PO4/4
w3BTQCFSSZ1J(1*0 w.PECVT3561SPUPDPM "EBQUFS w4FSJBM4USFBN w4FSWJDF/PX.FUSJD#BTF *OUFHSBUJPO w4QMVOL*OUFHSBUJPO w5XJMJP/PUJpDBUJPOT
#higobashiaws ઃఆํ๏ wϚωʔδϝϯτίϯιʔϧ͔ΒίωΫλΛઃఆ wΤοδσόΠεʹઃఆͳͲσϓϩΠՄೳʹ wఆٛࡁΈͷ.255τϐοΫΛհͯ͠ίωΫλʹૹ৴͞Εͨϝοηʔδɺ ࣗಈతʹίωΫλʹඥͮ͘αʔϏεʹૹ৴ https://aws.amazon.com/jp/blogs/news/aws-iot-greengrass-now-enables-simplified-deployments-enhanced-security-and-greater-flexibility/
#higobashiaws ֎෦αʔϏεͱͷ௨৴ w5XJMJP/PUJpDBUJPOTίωΫλ w-BNCEB͔ؔΒ.255ϝοηʔδΛड৴͠ɺ"844FDSFUT .BOBHFSͷγʔΫϨοτͷϩʔΧϧࢀরΛ༻ͯ͠5XJMJP"1*Λݺͼ ग़͢ https://docs.aws.amazon.com/greengrass/latest/developerguide/device-defender-connector.html
#higobashiaws Ξοϓσʔτ༰ "844FDSFUT.BOBHFS࿈ܞ wύεϫʔυɺτʔΫϯɺͦͷଞͷൿີใΛϋʔυίʔυ͢Δ͜ͱͳ͘ɺ ίωΫλͱ-BNCEBؔͰαʔϏεΞϓϦέʔγϣϯͷೝূ
#higobashiaws Ξοϓσʔτ༰ )8ͷূ໌ॻຒΊࠐΈରԠ wϋʔυΣΞηΩϡϦςΟϞδϡʔϧʢ)4.ʣͷ༻αϙʔτ w 34"Ҏ্͓Αͼ1,$4ˌWॺ໊ํࣜ wൿີ伴ͷ҆શͳ֨ೲͱΦϑϩʔυΛ࣮ݱ
#higobashiaws Ξοϓσʔτ༰ ϩʔΧϧ-BNCEB୯ҐͰͷΞΠιϨʔγϣϯઃఆ wύʔϛογϣϯɺɺϝϞϦ੍ݶͳͲɺ-BNCEBػೳͷ࣮ߦํ๏Λɹ ܾఆ͢ΔύϥϝʔλΛݸผʹઃఆՄೳʹ w(SFFOHSBTTίϯςφҎ֎Ͱ-BNCEBؔىಈՄೳ 04ϓϩηε
w%PDLFSίϯςφͰ"84*P5(SFFOHSBTTΛ࣮ߦՄೳʹ
IoTܥͷ৽αʔϏε
#higobashiaws ΞδΣϯμ w"84*P5ܥͷαʔϏεͷ͓͞Β͍ w*P5ܥͷΞοϓσʔτ w "NB[PO'SFF3504 w "84*P5(SFFOHSBTT
w*P5ܥͷ৽αʔϏε w "84*P54JUF8JTF w "84*P55IJOHT(SBQI w "84*P5&WFOUT
AWS IoT SiteWise ʢϓϨϏϡʔʣ
#higobashiaws "84*P54JUF8JTF ෳͷ࢈ۀࢪઃʹ·͕ͨΔԿઍͷηϯαʔσʔλετϦʔϜΛऩूɺ ߏԽɺݕࡧɺཧ͕Ͱ͖ΔαʔϏε wࢪઃʹଘࡏ͢ΔήʔτΣΠ্Ͱ࣮ߦՄೳͳιϑτΣΞΛఏڙ w "844OPXCBMM&EHFɺ࢈ۀ༻ήʔτΣΠͰಈ࡞Մೳ
#higobashiaws ಛɿΤοδήʔτΣΠ wෳػثͷ࣌ܥྻσʔλΛΫϥυ w01$6"ϓϩτίϧαϙʔτ w01$6"αʔόͷೝূใ"844FDSFUT.BOBHFS༻ wηΩϡΞͳଓ "84$MJFOU71/
wσʔλΛ"84*P5"OBMZUJDTૹΓ.- https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-sitewise-iot368-aws-reinvent-2018?ref=https://cloud.hosting.kr/reinvent-2018-iot368/
#higobashiaws ಛɿμογϡϘʔυ σʔλͷ֬ೝɺݕࡧɺੳՄೳ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-sitewise-iot368-aws-reinvent-2018?ref=https://cloud.hosting.kr/reinvent-2018-iot368/
#higobashiaws ಛɿϞσϧϏϧμʔ ؆୯ʹઃඋɺήʔτΣΠͳͲάϧʔϓԽ͢ΔϞσϧΛ࡞Մೳ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-sitewise-iot368-aws-reinvent-2018?ref=https://cloud.hosting.kr/reinvent-2018-iot368/
#higobashiaws ಛɿ$47μϯϩʔυ ظؒࢦఆͰͷ$47μϯϩʔυՄೳ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-sitewise-iot368-aws-reinvent-2018?ref=https://cloud.hosting.kr/reinvent-2018-iot368/
AWS IoT Things Graph ʢϓϨϏϡʔʣ
#higobashiaws "84*P55IJOHT(SBQI ༷ʑͳσόΠεΫϥυαʔϏεΛଓͨ͠*P5ΞϓϦέʔγϣϯ Λίʔυॻ͔ͣυϥοάˍυϩοϓͷࢹ֮తͳ6*Ͱߏங w*P5ΞϓϦέʔγϣϯͷߴԽʹߏங wચ࿅͞ΕͨϫʔΫϑϩʔΛ؆୯ʹ࡞ wཧͱࢹ͕༰қ
#higobashiaws ϑϩʔʹԊͬͯ֬ೝ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws ϑϩʔʹԊͬͯ֬ೝ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws 7JTVBM6* جຊతʹɺυϥοάɾυϩοϓ ͱίϯϙʔωϯτΛଓΛɹɹɹ ܁Γฦ͠ߏங *'&-4&ͷذॲཧɹɹɹɹ ΈࠐΈՄೳ "84ϦιʔεΛࢦఆͨ͠ɺɹɹ
τϦΨʔઃఆՄೳ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws ϑϩʔʹԊͬͯ֬ೝ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws Ϟσϧ ϞσϧΛఆٛ wΞΫγϣϯ wεςʔτ wΠϕϯτ w(SBQI2-Ͱهड़ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
https://docs.aws.amazon.com/thingsgraph/latest/ ug/iot-tg-models-tdm-graphql.html
#higobashiaws Ϟσϧ ҰͭͷNPEFMͰෳσόΠεΛཧͰ͖Δ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws ϑϩʔʹԊͬͯ֬ೝ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws ࣮ߦڥ "84(SFFOHSBTTσόΠε্Ͱಈ࡞ /BUJWFͰ.255 .PECVTϓϩτίϧ͕αϙʔτ͞Ε͍ͯΔ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws ϑϩʔʹԊͬͯ֬ೝ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
#higobashiaws Ϟχλ $MPVE8BUDIͰ࣮ߦ࣌ؒͳͲΞϓϦέʔγϣϯͷঢ়ଶΛ֬ೝͰ͖Δ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-things-graph-iot366-aws-reinvent-2018?qid=63cc3dcf-88c5-47e5-882e-430216857796&v=&b=&from_search=1
AWS IoT Events ʢϓϨϏϡʔʣ
#higobashiaws "84*P5&WFOUT *P5ηϯαͳͲ͔ΒΠϕϯτݕग़͠Ԡ͕Ͱ͖ΔαʔϏε wऔΓࠐΜͩσʔλ͔Βਝʹػثͷঢ়ଶΛݕग़͠ɺΞΫγϣϯΛ࣮ߦ
#higobashiaws "84*P5ܥαʔϏεͱ࿈ܞ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws ઌߦࣄྫɿΩοΫϘʔτͷঢ়ଶཧ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws ࡌσόΠε ҐஔใɺδϟΠϩηϯαʔɺԹηϯαʔͳͲͷใૹ৴ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws ઌߦࣄྫɿΩοΫϘʔτͷঢ়ଶཧ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws ઌߦࣄྫɿΩοΫϘʔτͷঢ়ଶཧ σόΠεͷεςʔτʹΑͬͯը໘͕มԽ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws "84*P5&WFOUTͰݕग़͢ΔΠϕϯτ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws εςʔτఆٛ Πϕϯτݕग़ϞσϧΛ࡞ wϚωʔδϝϯτίϯιʔϧ͔Β؆୯ʹ࡞Ͱ͖Δ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
#higobashiaws Πϕϯτݕग़ޙͷΞΫγϣϯ w"NB[PO4/4 w"84*P5$PSF w"84-BNCEB ͳͲ w֦ுՄೳ https://www.slideshare.net/AmazonWebServices/new-launch-introducing-aws-iot-events-iot367-aws-reinvent-2018?qid=fb3412ed-36e9-4930-b454-81ca96fa5a81&v=&b=&from_search=2
͍͞͝ʹ
#higobashiaws ײ wΑΓେنɺΑΓ͓खܰʹ*P5γεςϜΛߏஙͰ͖ΔΑ͏ʹͳͬͨ wւ֎ͷ*P5ࣄྫΛΈΔͱɺ΄ͱΜͲΤοδίϯϐϡʔςΟϯάɺ.-ར༻ wւ֎ͷҩྍɺɺԻָɺͳͲ༷ʑͳͰ*P5͕ਁಁ͍ͯ͠Δҹ w*P5͡ΊΔͳΒւ֎ࣄྫΈͱ͍ͨ΄͏͕Αͦ͞͏
None