Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Everything is a process so enjoy it now
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
linyows
June 13, 2018
Technology
1.7k
6
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Everything is a process so enjoy it now
すべては過程、今を楽しむ
June 13, 2018 @北九州市立大学 でお話しした資料です
linyows
June 13, 2018
More Decks by linyows
See All by linyows
GoとClickhouseで作るRAGアプリ / Building RAG Application with Go and Clickhouse
linyows
1
320
Kubernetesを使わない環境にもCloud Nativeなデプロイを実現する / Enabling Cloud Native deployments without the complexity of Kubernetes
linyows
3
970
Protocol Buffersの型を超えて拡張性を得る / Beyond Protocol Buffers Types Achieving Extensibility
linyows
0
330
研究開発と実装OSSと プロダクトの好循環 / A virtuous cycle of research and development implementation OSS and products
linyows
1
1k
コードジェネレーターで 効率的な開発をする / Efficient development with code generators
linyows
0
530
研究を支える拡張性の高い ワークフローツールの提案 / Proposal of highly expandable workflow tools to support research
linyows
0
770
非コンテナ環境において宣言的Deploymentを手軽に実現する / Declarative deployment in non-container environments
linyows
1
680
メール送信サーバの集約における透過型SMTP プロキシの定量評価 / Quantitative Evaluation of Transparent SMTP Proxy in Email Sending Server Aggregation
linyows
0
1.3k
透過型SMTPプロキシによる送信メールの可観測性向上: Update Edition / Improved observability of outgoing emails with transparent smtp proxy: Update edition
linyows
2
760
Other Decks in Technology
See All in Technology
81天的 AI Agent 軟體開發團隊治理實務分享
regionbbs
0
140
少ない人手 限られた予算 それでも守る 消せない・見つける・戻れる オールハザード型BCP on AWS / 20261107 Mitsutoshi Matsuo
shift_evolve
PRO
0
330
TSKaigi Sendai 2026 - tsgo時代のTypeScript Playgroundはどう動くか
teamlab
PRO
0
110
Reticulum, le réseau cypherpunk dont vous avez besoin !
rlifchitz
0
120
顧客合意を取りながら進めるAWSコスト削減の実践
optim
0
150
AIエージェントの監視、思考を見るか行動を見るか / Monitoring AI Agents: Thoughts or Actions
yusukeshimizu
2
180
2026 Apache Flink Community Checkpoint
rmetzger
0
210
Copilot Coworkで「みのるん式」やってみた
minorun365
PRO
2
1.7k
IBC 2026 動画技術関連レポート / IBC 2026 Report
cyberagentdevelopers
PRO
2
450
Software Engineering in an AI-Driven World
erikjhordan_rey
0
130
AX時代の自治体支援リソース再配分と役割分担の再構成:戦略とロードマップ(概要)
sishi2026
0
210
慶應義塾大学 AI実践05 論文執筆の仕組み化
keio_smilab
PRO
7
3.8k
Featured
See All Featured
Building Flexible Design Systems
yeseniaperezcruz
330
41k
Mind Mapping
helmedeiros
1
430
Building Better People: How to give real-time feedback that sticks.
wjessup
371
20k
Art, The Web, and Tiny UX
lynnandtonic
304
22k
Site-Speed That Sticks
csswizardry
13
1.6k
Speed Design
sergeychernyshev
33
2.2k
The State of eCommerce SEO: How to Win in Today's Products SERPs - #SEOweek
aleyda
2
12k
My Coaching Mixtape
mlcsv
0
380
Abbi's Birthday
coloredviolet
4
11k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
8.4k
AI: The stuff that nobody shows you
jnunemaker
PRO
10
1.3k
Rebuilding a faster, lazier Slack
samanthasiow
85
9.7k
Transcript
5PNPIJTB0EB(.01FQBCP *OD اۀͱݚڀΛΔձ!भࢢཱେֶ ͯ͢աఔɺࠓΛָ͠Ή
ϓϦϯγύϧΤϯδχΞ খాԝ!MJOZPXT ٕज़෦ٕज़ج൫νʔϜ IUUQTUPNPIJTBPEBDPN
࠷ۙͷ͓ࣄ ϩϦϙοϓʂϚωʔδυΫϥυ ϑϩϯτΤϯυΞʔΩςΫτ 5ZQF4DSJQUΛϕʔεͱͨ͠ɺ &YQSFTTKTͱ/VYUKTʹΑΔ41"͔ͭ 443ͷΞϓϦέʔγϣϯ
࠷ۙͷ͓ࣄ भେֶͱͷڞಉݚڀͷ͓ख͍ 'BTU$POUBJOFSʹΑΔϝʔϧج൫
8&# %#13&44WPM )BTIJ$PSQ7BVMUͷهࣄدߘ 'VLVPLBHPͷओ࠵ͷਓ MJOVYϢʔβͷ໊લղܾΛ (JU)VC͔ΒϚοϐϯά͢Δ ιϑτΣΞͷ։ൃ
ΩϟϦΞ ๏ େֶ๏ֶ෦ଔ ๏ ଌྔઐֶߍଔ ๏ ݸਓ๏ࣄॴೖॴʢ૬ଓؔ࿈ʣ ๏ )1੍࡞ձࣾೖࣾʢ8FCσβΠφʔʣ ๏
ҹձࣾೖࣾʢ8FCετϥςδετʣ ๏ QBQFSCPZDPʢݱ(.0ϖύϘʣೖࣾʢϓϩάϥϚʔʣ
भࢢཱେֶଔۀੜͰ͢ ๏ จܥͳͷͰํΩϟϯύε ๏ ࡏֶதʹֶ෦ੜ ๏ 8*/%'"--4ͱ͍͏ܰԻαʔΫϧʹॴଐ͍ͯͨ͠ ๏ ୯ҐΓͣੜʹͳΔͱ͍͏
͜ΜͳֶੜͰͨ͠
όϯυͰ৯͍ͬͯ͜͏ͱࢥͬͯͨ ๏ Իָ׆ಈ͓͕͔͔ۚΔ ๏ ଟ͍࣌ͰΞϧόΠτΛ͔͚͍ͭͪͯͨ͠ ๏ तۀʹग़੮͢Δͷ࠷ݶͩͬͨʢͻͲ͍ʜ ๏ ςετେମ༑ୡʹੈʹͳͬͨʢ͜ΕͻͲ͍ʜ ΄ΜͱɺԻָʹ໌͚Ε͍ͯͨ
কདྷͷෆ҆ ๏ /BQTUFSͷొͰԻָՁ͕Լ͍ͯͨ͠ ๏ ࡞Γ͍ͨԻָ͕χονͳδϟϯϧͰੜ׆Ͱ͖Δͷ͔ ๏ όϯυͱ͍͏νʔϜϫʔΫͷෆ҆ ๏ ͓٬͞Μ͕جຊతʹए͍ͷͰࡑѱײ ࠓߟ͑Εɺ֮ޛ͕Γͳ͍͚ͩͩͬͨ
ͱ͍͏͜ͱͰ ࢘๏ॻ࢜ʗՈௐࠪ࢜ ʹͳΔͧ
ࢿ֨ΛऔΔ ๏ ࢘๏ࢼݧʹड͔Δࣗ৴ͳ͔ͬͨ ๏ ொͷ๏ՈͰ͋Δ࢘๏ॻ࢜ͳΒؤுΕΔ͔ͳ ๏ ݐΛݐͯΔͱଌྔͯ͠ొهͱ͍͏Ұ࿈ͷྲྀΕ͕͋Δ ๏ ଌྔ࢜Ոௐ͕ࠪ࢜͋ΔͱͦͷҰ࿈͕Ͱ͖Δ ๏
ଌྔઐֶߍʹߦ͖ͳ͕Βษڧ͠Α͏
๏ࣄॴʹब৬⚖
૾͍ͯͨ͠ͷͱҧ͏ ๏ ॻྨҰຕɺࣦഊ͕ڐ͞Εͳ͍ݫ֨ͳੈքͩͬͨ ๏ ॻྨʹϛε͕͋ΔͱΫϥΠΞϯτͷҹ͕ؑඞཁ ๏ جຊɺઌੜܹͳͷͰ͋·Γ࣭Ͱ͖ͳ͍งғؾ ๏ ۀքʹೃછΊͳ͔ͬͨʜ ๏
͍ͭͷؒʹ͔ɺ1$ωοτϫʔΫඋͨ͠Γͯͨ͠
ࣗΛݟͭΊ͢ ๏ ৽͍͜͠ͱ͕͖ʢح৺ʣ ๏ ࡞Δ͜ͱ͕͖ʢूத৺ʣ ๏ ςΫϊϩδʔ͕͖ʢ୳ٻ৺ʣ Πϯλʔωοτ͡ΌΜʂ ͦ͏͍͏͜ͱʹؾ͍ͮͨࡀ
8FCσβΠφʔʹͳΔ
8FCσβΠφʔظ ๏ )5.-$44ॻ͚ͨʢ*&ରԠͱ͔ͬͯͨʣ ๏ ւ֎ͷ͍͚ͯΔ)1σβΠϯΛूΊͨαΠτͰͻͨ͢ΒσβΠϯτϨϯυΛֶͿ ๏ 1)1+BWB4DSJQUΛඞཁʹԠ͍ͯ࢝͡ΊΔ ๏ اըॻ࡞ͬͯࢍಉͨؒ͠ͱετϦʔτεφοϓαΠτΛ࢝ΊΔʢ:BIPP+BQBO ʹίϯςϯπఏڙͨ͠ΓɺϒϥϯυͱίϥϘͨ͠Γʣ
๏ .PWBCMF5ZQF 8PSE1SFTT$BLF1)1Λ͔ͭͬͯཁʹԠͨ͡αΠτΛ࡞ΕΔ Α͏ʹͳ͍ͬͯͨ ๏ ؾ͍ͮͨΒҹձࣾͷ8FCࣄۀ্ཱͪ͛Λ͞Ε͍ͯͨ
ϖύϘʹKPJOͦͯ͠
8FCϓϩάϥϚʔʹͳΔ
ϓϩάϥϚʔᴈ໌ظ ๏ ࣗαʔϏε։ൃʗӡ༻Ͱۀ͕ࣗΰτʹͳͬͨ ๏ தنͰྺ࢙ͷ͋ΔγεςϜӡ༻ʹֶ͍ͭͯͿ ๏ ͭͷπϥΠʢڊେͳखଓ͖ܕϓϩάϥϜɺ͔͚'51σϓϩΠɺ 47/ͷϚʔδ༕ᓔʣ ๏ ϩϦϙοϓʂͷେنϦχϡʔΞϧʹܞΘΔʢ+4ΛͬͨΫϥ
ΠΞϯτܕશจݕࡧʣ ๏ ࣗͷαʔϏεΛ"84ʹҾͬӽ͢ɺ1BB4ΛֶͿ
େࣄͳ͜ͱखΛಈ͔ͩͬͨ͢ ๏ ۀ͚͍ͩͬͯͯΤϯδχΞͱͯ͠͠ʹ͍͘ ๏ ڵຯ͕࣋ͯΔٕज़తτϐοΫεΛΩϟον͢Δ ๏ Ωϟονͨ͠ΒखΛಈ͔ͯ͠ࢼ͢ͱ͔͜Β ๏ ح৺υϦϒϯͳͷͰߟ͑Δޙճ͠ʹͯ͠ମݧ͢Δ ๏
͜ΕΛ܁Γฦ͢ͱɺٕज़ΛֶͿ͜ͱָ͕͘͠ͳͬͯ͘Δ ๏ ͪΖΜɺޙͰମܥతʹֶͿ͜ͱඞཁ
ϓϩάϥϚʔظ ๏ ΦϨΦϨ'8ߏங ๏ ۀͰ(JU)VC͏ ๏ /PEFKTͰΠϕϯτϧʔϓ ๏ ৽ϓϩδΣΫτͰ3BJMT ๏
3VCZͰϝλϓϩάϥϛϯά ๏ ۀͰ࣮ͨ͠ಈతը૾ϦαΠζαʔόެ։ ๏ $IFGͱग़ձ͏
ϓϩάϥϚʔظ ๏ ΦϨΦϨ'8ߏஙʢ༗໊'8ͷ࣮ΛಡΜͩͷͰࢼ͔ͨͬͨ͠ ๏ ۀͰ(JU)VC͏ʢίʔυϨϏϡʔίϛϡχέʔγϣϯ ๏ /PEFKTͰΠϕϯτϧʔϓʢඇಉظͷ໘ന͞ʹ·Δ ๏ ৽ϓϩδΣΫτͰ3BJMTʢϕετϓϥΫςΟεͷू߹ମʹײಈ ๏
3VCZͰϝλϓϩάϥϛϯάʢ࣮ͷඒ͠͞ʹັྃ͞ΕΔ ๏ ۀͰ࣮ͨ͠ಈతը૾ϦαΠζαʔόެ։ʢ044ͷૉΒ͠͞ ๏ $IFGͱग़ձ͏ʢ*B$ԿͰͰ͖ͦ͏ͳؾ࣋ͪʹͤͯ͘͞Εͨ
େࣄͳ͜ͱநԽͩͬͨ ๏ ΒͷαʔϏε044ʹΑͬͯࢧ͑ΒΕ͍ͯΔ ๏ 044͏͚ͩͰͳ͘ߩݙͯ͠Γཱͭ ๏ ۀͰࠔ͍ͬͯΔ͜ͱΛղܾ͢ΔͨΊʹԿ͔Λ࣮͢Δ ๏ நԽ͠൚༻Խ͢Δͱͦͷ࣮044ʹͳΔ ๏
ͦͯ͠ɺ044ͱͯ͠ͷࢼ࿅ʢٕज़ͷਖ਼͍͠ཧղ࣌ੑΛ౿·͑ ࣮ͨηϯεɺίϛϡχςΟӡӦʜʣ ๏ ޭ͢Δͱݞॻ͖͕ͭ͘ʢʓʓͷਓ
ϓϩάϥϚʔख़ظ ๏ ྺ࢙͋ΔαʔϏεͷTDSJQUݴޠ%#ͷόʔδϣϯΞοϓؤுΔ ๏ ྺ࢙͋ΔαʔϏεͷσϓϩΠख๏ؚΊϦϦʔεϑϩʔΛݟ͢ ๏ *B$Λ͋ͨΓ·͑ʹ͠%FW0QTΛจԽͱ͔ͯࠜͤ͠Δ ๏ ϨΨγʔγεςϜΛ%PDLFS $POTVM
5FSSBGPSNͱ͍ͬͨൺֱత ৽͍͠ιϑτΣΞͷಋೖͰોΒͤΔ ๏ (PMBOH$ͳͲͷ੩తܕ͚ݴޠʹઓ͢Δ
࠶ܝ
େࣄͳ͜ͱਓؒؔͩͬͨ ๏ νʔϜ։ൃͷڥΛม͑Δͷ͚ͬ͜͏େม ๏ ͕͔͔͕࣌ؒͬͯࣗதͷਓʹͳΔ͜ͱ͕ॏཁ ๏ ෆຬΛฉ͖ɺҰॹʹߟ͑ɺํΛࢦࣔ͠͠ɺͬͯΈͤΔ ๏ ͜ΕΛ܁Γฦ͢ͱɺٕज़Λࣗͷݴ༿ͰޠΕΔΑ͏ʹͳͬͯ͘Δ ๏
ͪΖΜɺ͕ٕࣗज़తʹऑ͍ͱ͜Ζͨ͘͞Μݟ͑ͯ͘Δ ๏ جຊ)35ʢ)VNJMJUZ 3FTQFDU 5SVTUʣʹͭͳ͕Δ͍͍໘Λ୳͢
ᴈ໌ظ ظ ख़ظ
ָ͠͞ͷࡧ ࣗͷ νʔϜͷ ᴈ໌ظ ظ ख़ظ
ָ͠͞ͷࡧ ࣗͷ νʔϜͷ ᴈ໌ظ ظ ख़ظ ·ΘΓͷӨڹ
࣍ձࣾͷ
None
ٕज़Λ͏͔Βٕज़Λ࡞Δ ๏ ʮࣄۀΛࠩผԽ͢Δٕज़ΛੜΈग़͢ʯ͕ϛογϣϯͷϖύϘݚڀॴ ๏ ಠࣗͷٕज़Λ࣋ͭ͜ͱͰಠࣗੑͷ͋ΔαʔϏεΛఏڙͰ͖Δ ๏ ಠࣗੑͷ͋ΔαʔϏεଞऀ͕ਅࣅ͠ʹ͍͘ ๏ ͜ΕΒɺࣄۀͱݚڀͷ྆ྠΛ͏·͘ճ͢͜ͱ͕ඞཁ ๏
ͳͷͰɺٕज़Λ࡞Δͱ͍͏ߟ͑ݚڀॴ͚ͩͰͳ͍ ๏ ރΕٕͨज़ʹ৽نੑͷώϯτʹͳΔͷ͕͋Δ͔͠Εͳ͍
ͦͯ͠ɺนʹͿ͔ͭΔ
ʮٕज़Λ࡞Δʯқߴ͍ ๏ ٕज़Λ࡞Δʹཏతʹٕज़ΛΔඞཁ͕͋Δ ๏ গͳ͘ͱಛఆͷྖҬͰઐՈͰͳ͚ΕͳΒͳ͍ ๏ ϋʔυϧͷߴ͞Λײͣ͡ʹ͍ΒΕͳ͍ ๏ จܥग़ͷࣗʹʜจܥʁ
ৼΓฦΕɺจܥཧܥߦͬͨΓདྷͨΓ ཧܥ จܥ ཧܥ จܥ ཧܥ
ৼΓฦΕɺจܥཧܥߦͬͨΓདྷͨΓ ཧܥ จܥ ཧܥ ߴߍ େֶ ઐ จܥ ཧܥ ৬
৬ ࠓίί ਓੜʹແବͳͷແ͍ͱ͍͏͕ʜ
Ͳ͏ͯ͜͠͏ͳͬͨʁ ๏ ݴ͍༁͢Δͱɺ·͡Ͱʮਓੜ͍Ζ͍Ζʯͱ͔͠ݴ͑ͳ͍ ๏ ࣗͷਐΉ͖ಓ͕ݟ͍͑ͯͳ͔ͬͨ ๏ ͖ͳ͜ͱΛ৳͖ͯͨͭ͠ΓʢಛܙޮՌʗֶशసҠʣ ๏ ڵຯυϦϒϯޙͰͻͼ͘ʜ ๏
ࣗͷΛܾΊͯूதʂ
ࢲͷܦݧʹجͮ͘ڭ܇
ࢲͷڭ܇ ๏ จܥग़ͰखΛಈ͔ͯ͠৽͍͜͠ͱΛֶͼଓ͚Δ͜ͱͰاۀͷεϖ γϟϦετͱͯ͠ۀͰ͖Δ ๏ ߴΈΛࢦ͢ʹ֬ݻͱͨࣗ͠ͷಘҙ͕ඞཁ ๏ ࢦ͢ಓΛૣ͘ʹܾΊͨਓڧ͍ ๏ Ͱ͖Δ͚ͩԕ͘ͷΰʔϧΛઃఆ͢Δ͜ͱͰ࠷Ͱ͔͑Δ
ϫϯνϟϯ
όϥόϥͷܦݧͰ͋ͬͯকདྷͦΕ͕ԿΒ͔ͷ͔ͨͪͰܨ͕Δɻ େֶΛதୀ͠ɺࣗͷ͖ͳ͜ͱΛͬͯಘΒΕͨܦݧɺޙʹ .BDΛੜΈग़͢ͱ͖ʹେ͍ʹཱͬͨকདྷΛ͋Β͔͡Ίݟਾ͑ͯɺ ͱΛͭͳ͗͋ΘͤΔ͜ͱͳͲͰ͖·ͤΜɻ Ͱ͖Δͷɺޙ͔Βͭͳ͗߹ΘͤΔ͜ͱ͚ͩͰ͢ɻ͔ͩΒɺզʑ ͍·͍ͬͯΔ͜ͱ͕͍ͣΕਓੜͷͲ͔͜Ͱͭͳ͕࣮ͬͯΛ݁ ͿͩΖ͏ͱ৴͡Δ͔͠ͳ͍ɻ 4UFWF+PCT
͍͑ͨ͜ͱ̏ ๏ ਓੜ͍ͬͯΖ͍Ζ͋ΔͷͰ·ͣؾָʹ͍͍͍ͯ ๏ ͕ࣗເதʹͳΕΔ͜ͱɺͻͨ͢ΒؤுΕΔ͜ ͱΛݟ͚ͭΑ͏ ๏ ਓੜʹ͓͍ͯग़དྷࣄશ͕ͯաఔͳͷͰɺࣦഊʹ ؾ͍ͮͨ࣌ʹϦΧόϦʔͰ͖Δ৺ͷڧ͞Λཆ͓͏
͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠