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
pepacon night : log research working group report
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Hiroshi
May 13, 2019
Research
1.5k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
pepacon night : log research working group report
Hiroshi
May 13, 2019
More Decks by Hiroshi
See All by Hiroshi
OSC-Hokkaido-2018-hayabusa
hirolovesbeer
0
720
イベントネットワークにおけるsyslog分析でのElasticsearchの利用
hirolovesbeer
1
1.3k
Other Decks in Research
See All in Research
IEEE AIxVR 2026 Keynote Talk: "Beyond Visibility: Understanding Scenes and Humans under Challenging Conditions with Diverse Sensing"
miso2024
0
200
Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing
satai
3
830
(SIGQS17) Frasco-VS:フラグメントに基づく薬剤候補化合物選抜の量子アニーリングによる実現
keisukeyanagisawa
PRO
0
110
2026-01-30-MandSL-textbook-jp-cos-lod
yegusa
1
1.3k
Sequences of Logits Reveal the Low Rank Structure of Language Models
sansantech
PRO
1
260
AIを叩き台として、 「検証」から「共創」へと進化するリサーチ
mela_dayo
0
280
姫路市 -都市OSの「再実装」-
hopin
0
1.7k
多様なデータを許容し学習し続ける模倣学習 / Advanced Imitation Learning for VLA
prinlab
0
220
LLM の Attention 機構まとめ — 数式・計算量・メモリ
puwaer
8
2.1k
世界モデルにおける分布外データ対応の方法論
koukyo1994
7
2.2k
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets
satai
3
290
Can We Teach Logical Reasoning to LLMs? – An Approach Using Synthetic Corpora (AAAI 2026 bridge keynote)
morishtr
1
250
Featured
See All Featured
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
1
2k
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
330
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
160
The Cult of Friendly URLs
andyhume
79
6.9k
Typedesign – Prime Four
hannesfritz
42
3.1k
Odyssey Design
rkendrick25
PRO
2
690
Build your cross-platform service in a week with App Engine
jlugia
234
18k
Keith and Marios Guide to Fast Websites
keithpitt
413
23k
Accessibility Awareness
sabderemane
1
140
GitHub's CSS Performance
jonrohan
1033
470k
WENDY [Excerpt]
tessaabrams
11
38k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
17k
Transcript
ϩά8(׆ಈใࠂ Ѩ෦!ίίϯٕज़ݚڀࣨ
ࣗݾհ w Ѩ෦ത ത࢜ʢใՊֶʣ ઌՊֶٕज़େֶӃେֶࣰాݚڀࣨ w ॴଐ ίίϯגࣜձࣾגࣜձࣾϨϐμϜใ௨৴ݚڀػߏ 8*%&ϓϩδΣΫτϝϯόʔʢʙʣ *OUFSPQ5PLZP4IPX/FU/0$ϝϯόʔʢʙʣ
w ݚڀྖҬ ϩάղੳج൫ɺࢄγεςϜɺେنϞχλϦϯάɺΞϊϚϦݕ
ϩά8(ͱʁ w ݚڀର ߴͳϩάॲཧج൫ ߴͳ੍ޚϑΟʔυόοΫ ςϨϝτϦʹΑΔ࣍ੈࢹ ϩάੳʹΑΔҟৗݕରԠ w ଞͷٕज़ͷԠ༻ ߴͳΩʔϫʔυݕ
ϩάͷநग़ͱػցֶशͷ༥߹ ϩάղੳʹΑΔΞϊϚϦݕ࣮
ϩάɾAIʢػցֶशʣWGͷݚڀͷҐஔ͚ͮʢҰ෦ʣ 4 ϩάऩूɾݕࡧ จ຺ղੳ ϧʔϧద༻ ηΩϡϦςΟΦʔέετϨʔλ ใγεςϜͱϢʔβͱͷΓͱΓʹؔ͢ΔେͳϩάΛऩ ू͠ɺඞཁʹԠͯ͡ݕࡧͰ͖ΔػೳΛఏڙ ཁٻΛ࣌ܥྻʹଊ͑Δ͜ͱͰจ຺ΛѲ͠ɺͦͷ༰ม Խʹରͯ͠దͳϥϕϦϯάͱܖػΛ༩͑Δ
จ຺ղੳ͔ΒಘΒΕͨϥϕϦϯάܖػʹج͍ͮͯɺ࠷ద͔ ͭඞཁ࠷খݶͷηΩϡϦςΟΛఏڙ͢ΔαʔϏεΛߏ ཁٻจ຺ʹରͯ͠ɺͦͷ࣌ʑʹඞཁ࠷খݶͷηΩϡϦςΟ ͷఏڙΛҡ࣋͢ΔΈɻԼهͷίϯϙωϯτ͔ΒͳΔɻ ࢀরɿ͋ΜͪΆ͞ΜεϥΠυ
ͳΊΒ͔ͳΩϡϦςΟʹ͓͚Δؔ࿈ྖҬ αʔϏεʹඞཁͳϩάͷऩूͱݕࡧ ػցֶशͷϑΟʔυόοΫ
ϩάͷूதཧɺूதॲཧ
େنͳϩάΛѻ͏ڥྫɿ4IPX/FU ɿϧʔλ ɿ-εΠον ԫ৭ɿηΩϡϦςΟஔ *1WׂΓͯɿPWFS ΄΅શͯͷػث͕ϩάΛग़ྗ సૹஔɿ-BHPQVT Y'MPX TZTMPHΛෳ ϩάྲྀྔɿ
ඵؒLdLߦ ςελʔΛ͔͚Δͱഒͱ͔
طଘݚڀɿ)BZBCVTB 4IPX/FUͰͷϩάऩूˍूதॲཧΛతͱͯ͠։ൃ ԯߦͷϩάΛରͱͨ͠શจݕࡧΛ̓ඵͰ࣮ߦ IUUQTHJUIVCDPNIJSPMPWFTCFFSIBZBCVTB IUUQTHJUIVCDPNIJSPMPWFTCFFSIBZBCVTB ࢀরɿѨ෦ത ౡܚҰ ٶຊେี ؔ୩༐࢘ ੴݪ༸
Ԭా தଜྒྷ দӜ࢙ ࣰాཅҰ ࣌ؒ࣠ݕࡧʹ࠷దԽͨ͠εέʔϧΞτՄೳͳߴϩάݕࡧΤϯδϯͷ࣮ݱͱධՁ ใॲཧֶձจࢽ ר߸ QBHFT NBS
طଘݚڀɿ)BSWFTU ࣄલʹϥϕϦϯάͨ͠ϦϞʔτϩά͔Βඞཁͳ͚ͩΛϩʔΧϧʹऔಘ औಘͨ͠ϩά͚ͩΛରʹ·ͱΊͯݕࡧ IUUQTHJUIVCDPNL-P8IBSWFTU
طଘݚڀɿ5IF1MBUJOVN4FBSDIFS pOEHSFQQSJOUΛߴʹಈ࡞ͤ͞Δ (PݴޠʹΑΔόΠφϦϙʔλϏϦςΟͱ$16ίΞεέʔϧੑೳΛ࣮ݱ IUUQTHJUIVCDPNNPOPDISPNFHBOFUIF@QMBUJOVN@TFBSDIFS
ϩάͷूதॲཧ w ར ҰՕॴͰϩάΛूதॲཧ ଟ͘ͷιϦϡʔγϣϯ͕ར༻Մೳʢ044༻ΫϥυؚΉʣ ཧରجຊతʹ̍γεςϜɾ̍Ϋϥελ w ܽ సૹԆɺసૹଳҬ εΩϟϯͷैྔ՝ۚ
ॲཧج൫ͷنʢ)BEPPQͰنཧ͕ݫ͍͠ʣ
ͦͦ w ϩάॲཧͷݫີੑ CJUͷϩάܽଛ͍͚ͤͯ͞·ͤΜʁ /PɻͩͬͯɺΈΜͳ౷ܭσʔλϝΠϯͰ͔͠Έͳ͍͡ΌΜ /PɻͩͬͯɺΈΜͳTZTMPHΛ6%1ͰૹͬͯΔ͡ΌΜ ॲཧʹԆ͕͍͚͋ͬͯ·ͤΜʁ /Pɻͩͬͯɺ'MVFOUEͱ͔ͰCV⒎FSͯ͠Δஈ֊ͰԆ͢Δ͡ΌΜʢϩά౸ணͷԆʣ /PɻͩͬͯɺΫΤϦൃߦ͔ͯ͠ΒԠ͢Δ·ͰͯΔ͡ΌΜʢݕࡧ݁ՌͷԆʣ w
͋Εʁ࣮ϩάॲཧͬͯ ଟগɺॲཧ͕ΕͯΑ͍ʢϩάऩूԆɺݕࡧԆʣ ଟগɺσʔλ͕ܽଛͯ͠౷ܭσʔλ͕औΕΕΑ͍ ຊʹશͯͷσʔλ͕ඞཁͳΒɺύέοτΛΩϟϓνϟͯ͠ϑΥϨϯδοΫγεςϜ
ϩάͷࢄॲཧ
ϩάͷࢄॲཧ w ར సૹԆΛؾʹ͠ͳ͍ϦΞϧλΠϜݕࡧɺΩʔϫʔυݕͷଈԠੑ શͯͷϩάΛసૹ͢Δඞཁͳ͍ʢసૹଳҬͷѹॖʣ େنͳॲཧλʔήοτͷ࣮ݱ w ܽ ࢄॲཧʹΑΔෳࡶੑʢࢄॲཧ͍ͦͦ͠ʣ େنͳλʔήοτͷத͔ΒରΛൃݟ͢Δෳࡶ͞
ΫΤϦॲཧͷ࣮ߦॱং੍ޚ
ͳΊΒ͔ͳΩϡϦςΟʹ͓͚Δؔ࿈ྖҬ &EHFͰͷϩάॲཧ ӡ༻ͱΦʔέετϨʔλʔͷϑΟʔυόοΫ
ͳΊΒ͔ͳηΩϡϦςΟͱϩάॲཧ w ར༻ऀʹϚονͨ͠ηΩϡϦςΟΛҙࣝͤ͞ͳ͍ ˠϚΠΫϩηΩϡϦςΟαʔϏε αʔϏενΣʔχϯά ˠͦͷϚΠΫϩαʔϏε͕ग़ྗ͢ΔϩάΛ&EHFूΊΔ ˠ&EHFͰͷϩάॲཧΛਐΊΔ w &EHFͷେʢສʙʣ ˠنੑΛߟ͑ΔͱϚΠΫϩαʔϏεͷൺͰͳ͍
ˠαʔϏεϝογϡʹࢥҧ͍͕ɺຊ࣭αʔϏεσΟεΧόϦʔ ˠ(Λݟਾ͑Δͱͷ&EHFϋϯυΦʔόʔߟྀͨ͠ྖҬΛߟྀ͢Δ
4DBMBCMF&EHF-PH1SPDFTTJOH w ϩάॲཧΛ&EHFدͤΔ &EHFͰͷϩάੵ &EHFͰͷϩάॲཧͷ݁ʢࣗݾ݁PS݁ՌͷΈ֎෦సૹʣ w αʔϏεσΟεΧόϦʔͷԠ༻ &EHFͰಈ͘ϚΠΫϩαʔϏεͷϩάΛऩूɾॲཧ ͦͷͨΊͷϚΠΫϩαʔϏεͷ࠷దԽϧʔςΟϯά w
ͳͥݚڀʹͳΔ͔ʁ نੑʢ&EHFສʙेສΛఆʣ αʔϏεσΟεΧόϦʔͷ࠷దԽख๏
w ϩάҰݩཧͷܽ సૹίετ ऩूσʔλྔͷ ηΩϡϦςΟ ΫΤϦ՝ۚ ΞʔΩςΫνϟΠϝʔδʢԾʣ w ఏҊख๏ ϩάΛҰՕॴूΊͳ͍
&EHFͰϩάΛॲཧ ౷ܭσʔλͷΈΛฦ͢ w ଞͷख๏ͱͷҧ͍ εέʔϥϏϦςΟͷ࣮ݱ αʔϏεσΟεΧόϦʔʹΑΔϧʔςΟϯά ສ&EHFͷԠ༻ $MJFOU αʔϏεσΟεΧόϦʔ 5BTL2VFVF &EHF &EHF 5BTL2VFVF &EHF &EHF 5BTL2VFVF &EHF &EHF XFC XFC XFC EC XFC LWT XFCϩάͷݕࡧΫΤϦ ΫϥΠΞϯτ αʔϏεσΟεΧόϦʔ ࢄ5BTL2VFVF &EHF w ࣮ํ αʔϏεσΟεΧόϦʔ$POTVM )BTIJDPSQ ࢄ5BTL2VFVF$FMFSZ 1ZUIPO &EHFɿ5IF1MBUJOVN4FBSDIFS
·ͱΊ w ͜Ε·ͰͷϩάॲཧͷऔΓΈ ˠϩάूதॲཧͷ࣌ w ϩάॲཧͷूத͔Βࢄ ˠϚΠΫϩʢηΩϡϦςΟʣαʔϏεΛߟྀͨ͠ϩάͷࢄॲཧ w &EHFͰͷॲཧػߏͷఏҊ ˠ&EHF-PH1SPDFTTJOHʹಛԽͨ͠ΞʔΩςΫνϟͷఏҊ
None