IEEE Computer Society Flagship International Conference COMPSAC 2019 登壇・参加報告

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2 ɾ͘͞ΒΠϯλʔωοτݚڀॴ ্ڃݚڀһ ɾגࣜձࣾGrooves Forkewll ٕज़ސ໰ ɾϖύϘݚڀॴ ٬һݚڀһ ݚڀސ໰ ɾηΩϡϦςΟɾΩϟϯϓߨࢣ ɾIPSJ Πϯλʔωοτͱӡ༻ٕज़ݚڀձ ֤छҕһɾITRC ֤छҕһ ɾژ౎େֶത࢜ʢ৘ใֶʣ দຊ྄հ / ·ͭ΋ͱΓʔ / @matsumotory

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1. COMPSACͱ͸ 2. ࣗ෼ୡͷൃදʹ͍ͭͯ 3. COMPSACʹࢀՃͯ͠஌ͬͨݚڀͷ࠷৽ಈ޲ 4. ·ͱΊ 3 ໨࣍

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1. COMPSACͱ͸

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• The IEEE Computer Society Signature Conference on Computers, Software and Applications • IEEE Computer Society Flagship Conferenceͱ͍͏ཱͪҐஔ • ຖ೥IEEE CSͷྺ୅ձ௕͕ू·ͬͯύωϧͨ͠Γ • CSͷͦͷಓͷτοϓݚڀऀ͕KeynoteΛͨ͠Γ • ࠓ೥͸Smart Cityͷ࿩΍Wireless AIͷ࿩ͱ͔ʢޙड़ʣ 5 COMPSAC 2019

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• ͸͍ 6 COMPSAC 2020 @ εϖΠϯ ϚυϦʔυ

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• CSܥͷࠃࡍձٞͷϥϯΩϯά͸୔ࢁ͋Δ • ϥϯΩϯά͕ߴ͍ͱ͜Ζ͚ͩʹྑ͍࿦จ͕͋Δͱ͸ݶΒͳ͍ • ྫ͑͹χον͚ͩͲྑ͍࿦จͱ͔ࠃࡍձٞͷςʔϚʹ߹͍ʹ͍͘ͱ͔ • CORE Rankings Portal͕݁ߏ࢖ΘΕ͍ͯΔ • ࠃࡍձٞͷ࠾୒཰΍౤ߘঢ়گ౳Λຖ೥ଟ͘ͷcomitteͰٞ࿦ͯ͠ϝϯς • A*(4%)ɺA(14%)ɺB(26%)ɺC(49%)ɺOther(8%)ɺUnranked(୔ࢁ) • A*͕ॴҦτοϓΧϯϑΝϨϯε͕ଟ͍ 7 CSؔ࿈ͷࠃࡍձٞͷϥϯΩϯά

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• ΞϝϦΧͷϛϧ΢ΥʔΩʔͷϚʔέοτେֶͰ7/14~7/18Ͱ։࠵ • CORE ranking ͰB(26%) • CSʹؔ͢Δ͋ΒΏΔ෼໺͕Ұॹʹ΍͍ͬͯΔେن໛ΧϯϑΝʢ7τϥοΫฒྻ5೔ؒʣ • ࢀՃඅ͸10ສ͙Β͍ • ϝΠϯγϯϙδ΢ϜʢϨΪϡϥʔorγϣʔτϖʔύʔʣɺϫʔΫγϣοϓɺϙελʔͳͲ • ϝΠϯγϯϙδ΢Ϝ΁ͷ247݅౤ߘதϨΪϡϥʔ͸59݅ɺγϣʔτ͸51݅ • ϖύϘ٬һݚڀһͱͯ͠ͷ๻ͱ͘͞ΒͷΏ͏͏͖͸ϝΠϯγϯϙδ΢Ϝͷγϣʔτ࠾୒ • ϖύϘͷ͜͏Ί͍͸ϫʔΫγϣοϓNETSAPʹ࠾୒ 8 COMPSAC 2019

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ே͝͸Μɾன͝͸Μɾ͓΍͕ͭຖ೔ఏڙ

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൩͝͸Μ

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όϯέοτ΍Ϩηϓγϣϯ

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• UberͰҠಈɺUber EatsͰϗςϧͰ͝൧Λ৯΂Δͷ࠷ߴ • ਺Ωϩ཭Ε͍ͯΔͱ͜ΖͰ΋ंͰ͙͢ʹ͖࣋ͬͯͯ͘ΕΔ • ͦͷ͋ͨΓͰҰ൪ඒຯ͍͠΋ͷΛखܰʹ৯΂Δ͜ͱ͕Ͱ͖Δ • ڑ཭తͳർฐ͕গͳ͘ࠃࡍձ͕ٞॆ࣮ͨ͠΋ͷʹͳΔ • ӳޠΑΓ΋ΞϝϦΧ΍ݱ஍ͷจԽ΍ৼΔ෣͍Λ஌Δͱձ࿩͠΍͍͢ • ೔ຊͱΞϝϦΧͰͷจԽ΍֤৔ॴͰฉ͔ΕΔ͜ͱͷҧ͍Λ஌Δ 26 ࠃࡍձٞࢀՃɾొஃৼΓฦΓʢੜ׆ฤʣ

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• ࠃࡍձٞͷొஃ΍ࢀՃ͸ΤίϊϛʔͰ͸ͳ͘ϏδωεͰ͍͘΂͖ • ಛʹ10࣌ؒҎ্͔͔ΔϑϥΠτ౳ • ඈߦػͷதͰ͔ͬ͠Γ৯΂͔ͯͬ͠Γ৸Δ • ӳޠͰͷߴ౓ͳٞ࿦΍ొஃΛ৸ෆ଍΍ࠅ͍࣌ࠩϘέͰߦ͏ͷ͸ࠔ೉ • ࠷ॳͷ3೔͙ؒΒ͍Λແବʹͯ͠͠·͏ • ձࣾͱ͔ͬ͠Γ૬ஊ͠·͠ΐ͏ 27 ࠃࡍձٞࢀՃɾొஃৼΓฦΓʢੜ׆ฤʣ

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2. ࣗ෼ୡͷൃදʹ͍ͭͯ

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• FastContainer: A Homeostatic System Architecture High-speed Adapting Execution Environment Changes • Ryosuke Matsumoto, Kenji Rikitake, Kentaro Kuribayashi • HeteroTSDB: An Extensible Time Series Database for Automatically Tiering on Heterogeneous Key-Value Stores • Yuuki Tsubouchi, Asato Wakisaka, Ken Hamada, Masayuki Matsuki, Hiroshi Abe, and Ryosuke Matsumoto • Automatic Whitelist Generation for SQL Queries Using Web Application Tests • Komei Nomura, Kenji Rikitake, Ryosuke Matsumoto 29 COMPSAC 2019 Ͱൃදͨ͠࿦จ

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• ࠃ಺Ͱ͸ฉ͔Εͳ͔ͬͨ͜ͱ͕ฉ͔Εͨ • ͦ΋ͦ΋૝ఆ͍ͯ͠ͳ͍՝୊ʹ͍ͭͯ໰ΘΕͨ • ೔ຊޠͰ΋౴͑Δͷ͕೉͍͠৔߹͸ӳޠͩͱΊͪΌͪ͘Όେม • ࣭໰಺༰ͱͯ͠͸ൺֱతϓϥΫςΟΧϧͳ͜ͱ͕࣭໰͞Εͨ • ҟৗܥςετΛߦͬͨ࣌ͷϗϫΠτϦετ΁ͷؚΊํͱ͔ • ӳޠΑΓ΋૝ఆ࣭໰Λ͔ͬ͠Γͱ༻ҙ͠ݕ౼͓ͯ͘͜͠ͱ͕ॏཁ • ϥετΦʔαʔͱͯ͠ͷࠃࡍձٞ౤ߘ΍δϟʔφϧࣥචͷαϙʔτʹ͍ͭͯ • https://hb.matsumoto-r.jp/entry/2019/07/30/190012 33 ϑΟʔυόοΫৼΓฦΓ

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3. COMPSACʹࢀՃͯ͠஌ͬͨݚڀͷ࠷৽ಈ޲

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• Wi-FiΛར༻ͯࣨ͠಺ͷਓͷݱࡏ஍΍ҠಈΛϦΞϧλΠϜͰ஌Δ • ෳࡶͳݐ෺ͷதͷҠಈ΋΄΅ਖ਼֬ʹݕ஌ • Wi-Fiͷి೾ͷ൓ࣹΛར༻ͯ͠ڳͷಈ͖͔Βਭ຾ঢ়ଶΛܭଌ • Wi-Fiͷి೾ͷ൓ࣹΛར༻ͯ͠ਓͷإΛೝূ • ंͷӡసऀͷإΛ਺ඵͰೝূͯ͠ॴ༗ऀͷ༗ແΛ൑ఆ • ը૾΍Իແ͠Ͱ΋ਓΛೝࣝͰ͖Δ৽͍͠ୈ࿡ײ • ਓ͕ݟ͑ͳ͍ి೾ͱAIͰ༷ʑͳߦಈ͕ʮݟ͑ͯ͠·͏ʯ 35 Wireless AI

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• Is a Smarter World a Better World? • AI/MLͳͲɺςΫϊϩδʔ͕ਓͷ୅ΘΓʹܾஅΛ͍ͯ͠ͳ͍͔ • engagementʢࢥ͍ೖΕɾڧ͍ܨ͕ΓɾѪணʣΛੜΈग़͍ͯ͠ͳ͍ͷͰ͸ͳ͍͔ • ຊདྷਓ͸autonomyΛ༗͓ͯ͠Γେہ؍ͷΑ͏ͳ΋ͷ͔Βܾஅ͕Ͱ͖Δ • ͢ͳΘͪਓ͸ࣗ෼ͷҙࢥʹج͖֮ͮࣗతʹߦಈͰ͖Δ • ςΫϊϩδʔ͸autonomyΛݮΒ͢ͷͰ͸ͳ͘ߴΊΔ΋ͷͰ͋Δ΂͖ • ਓ͸ෳࡶͳঢ়گͰͷ߹ཧੑʹରͯࣗ͠ݾೝࣝ͠ݠڏͰ͋ΕΔ • ࣗ෼ͷબ୒Λ಺লͰ͖ΔΑ͏ʹ͢Δ΂͖ 36 Smarter World͸ຊ౰ʹਓΛ޾ͤʹ͢Δ͔

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• to enhance their decision-making capacity • focuses on self-awareness and humility about the likelihood of rationalization in complex situations • reﬂection on their choice • ٕज़ऀ/ݚڀऀ͸಺লͰ͖ͳ͍໰୊͕͋Γͦ͏ͳৼΔ෣͍ʹ஫ҙ͢Δ΂͖ • ৺ཧֶऀ͸ͳܾͥஅͷҕৡ͕autonomyΛݮΒ͢ͷ͔ΛͪΌΜͱௐ΂Δ΂͖ • ྙཧతʹϓϩδΣΫτͷ໨ඪ͕ਓؒͷೳྗʹٴ΅͢ӨڹΛߟ͑ରॲ͢ΔͨΊͷ ૊৫ߏ଄Λߟ͑Δ 37 Smarter World͸ຊ౰ʹਓΛ޾ͤʹ͢Δ͔

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• ྺ୅IEEE CSձ௕ͷύωϧσΟεΧογϣϯ • ͱʹ͔͘integrationͱcollaboration͕ඞཁ • ୯ಠͷ෼໺΍ྡ઀෼໺͚ͩͰͳ͘ɺϦΞϧϥΠϑɺҩֶɺ৺ཧֶɺༀֶͳͲ ͦ͏͍͏ڑ཭ͰͷڞಉͰͷݚڀ͕ඞཁ • ಛʹάϩʔόϧͰ΋େֶ୯ಠͰ͸ͳ͘اۀͱੵۃతʹڠྗͯ͠ςΫϊϩδʔ Λߟ͑Δ • Effective Research is a Relay between basic and applied science 38 ͜Ε͔ΒͷίϯϐϡʔλʔαΠΤϯε

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4. ·ͱΊ

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• τοϓݚڀऀͷΩʔϊʔτ΍ੈք࠷৽ͷݚڀ੒Ռ͸ײಈͷ࿈ଓ • ࣗ෼ͷൃදΑΓ΋Ωʔϊʔτ౳ʹͣͬͱڵฃͯٞ͠࿦͍ͯͨ͠ • ࣗ෼ͷςΫϊϩδʔʹର͢Δ઀͠ํ΋ߟ͑Δػձʹͳͬͨ • to enhance their decision-making capacity (autonomy) • engagement • ଞ෼໺ͱͷintegrationɺcollaboration • ྡ઀෼໺͚ͩͰͳ͘ଞ෼໺ʹ΋ڵຯΛ࣋ͭ • ʮ͋ΒΏΔ͜ͱʹؔ৺Λ࣋ͪڞ௨఺Λݟग़͢ʯͱ͍͏๻ͷߦಈࢦ਑Λ࠶ೝࣝ 40 ·ͱΊ