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まつもとりーのこれまでの研究開発と振り返り(2018年版)

 まつもとりーのこれまでの研究開発と振り返り(2018年版)

さくらインターネット研究所 研究会 2018/12/10

これまでの研究開発について、さくらインターネット研究所内で紹介および振り返る機会を頂けたので発表しました。

上級研究員 松本 亮介

MATSUMOTO Ryosuke

December 10, 2018
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  1. 4 ਓؒͷൃ૝ vs ج൫ٕज़(ػց)ͱࢲͷݚڀ ج൫ٕज़ ػց ϓϩμΫτ ਓؒͷൃ૝ ਓͷମྗɾਫ਼ਆͷݶք ਓͷମྗɾਫ਼ਆͷݶք

    ਓྗͰࢧ͑ଓ͚Δ ਓྗͰ޿͛ଓ͚Δ ਓྗͰࢧ͑ଓ͚Δ ϓϩμΫτͷݶքͷ෯ ج൫ٕज़ ػց ϓϩμΫτ ਓؒͷൃ૝ ػցͰࢧ͑ଓ͚Δ ϓϩμΫτͷݶքͷ෯ • ॎ࣠͸ϓϩμΫτ։ൃɾӡ༻ͷίετͱ΋ݴ͑Δ • ج൫ٕज़ͷݶքΛ௒͑Δ΂͘ਓͰΧόʔ͍ͯ͠Δ • ॎ࣠ͷίετΛ୹͘ɺԣ࣠ͷݶքͷ෯Λ޿͛Δͨ Ίͷݚڀ։ൃΛߦ͍ͬͯΔ দຊͷݚڀ
  2. 7 1. দຊ྄հ, τϥϑΟοΫಛ௃ྔͷ૬ؔಛੑΛ༻͍ͨҟৗݕग़, ฏ੒19೥౓ ଔۀݚڀൃදձ, 2008೥ 2. দຊ྄հ, τϥϑΟοΫಛ௃ྔͷ࣌ܥྻσʔλʹ͓͚Δ૬ؔಛੑΛ༻͍ͨมԽ఺͔Βͷҟৗݕ

    ग़, ฏ੒19೥౓ ޙظࡶࢽձ. 3. দຊ྄հ, ౷ܭతख๏ʹΑΔ࣌ܥྻ͔Βͷ֎Ε஋ͱมԽ఺ͷݕग़ʹ͍ͭͯ, ฏ੒19೥౓ લظࡶ ࢽձ. ͜ͷ͋ͨΓͷ࿩͸ͨ͜͠ͱ͕ͳ͍ͷͰࠓ೔͸؆୯ʹ঺հ 11೥લͷֶ࢜࣌୅ͷݚڀ
  3. 16 1. দຊ྄հ, Ԭ෦णஉ, mod_mruby: εΫϦϓτݴޠͰߴ଎͔ͭলϝϞϦʹ֦ுՄೳͳWebαʔ όͷػೳ֦ுࢧԉػߏ, ৘ใॲཧֶձ࿦จࢽɼVol.55, No.11, pp.2451-2460,

    Nov 2014. 2. দຊ྄հ, Ԭ෦णஉ,εϨου୯ҐͰݖݶ෼཭Λߦ͏WebαʔόͷΞΫηε੍ޚΞʔΩςΫ νϟ,ిࢠ৘ใ௨৴ֶձ࿦จࢽ Vol.J96-B, No.10, pp.1122-1130, Oct 2013. 3. দຊ྄հ, ઒ݪক࢘, দԬً෉, େن໛ڞ༗ܕWebόʔνϟϧϗεςΟϯάج൫ͷηΩϡϦςΟ ͱӡ༻ٕज़ͷվળ, ৘ใॲཧֶձ࿦จࢽ, Vol.54, No.3, pp.1077-1086, Mar. 2013. δϟʔφϧ࿦จ
  4. 17 1. Yoshiharu Tsuzaki, Ryosuke Matsumoto, Daisuke Kotani, Shuichi Miyazaki,

    Yasuo Okabe, A Mail Transfer System Selectively Restricting a Huge Amoount of E-mails, Workshop on Resilient Internet based Systems (REIS 2013), Dec. 2013. 2. Hiroki Okamoto, Ryosuke Matsumoto, Yasuo Okabe, Design of Cooperative Load Distribution for Addressing Flash Crowds Using P2P File Sharing Network, IEEE 37th Annual International Computer Software and Applications Conference (COMPSAC2013), July 2013. 3. Ryosuke Matsumoto, Yasuo Okabe, Access Control Architecture Separating Privilege by a Thread on a Web Server, The 12th IEEE/IPSJ International Symposium on Applications and the Internet (SAINT2012), pp.178-183, July 2012. ࠃࡍձٞ࿦จ
  5. 18 1. দຊ྄հ, Ԭ෦णஉ, mod_mruby: εΫϦϓτݴޠͰߴ଎͔ͭলϝϞϦʹ֦ுՄೳͳWebαʔ όͷػೳ֦ுࢧԉػߏ, Πϯλʔωοτͱӡ༻ٕज़γϯϙδ΢Ϝ2013࿦จूɼ2013ɼ79-86 ʢ2013-12-5ʣ, 2013೥12݄.

    2. দຊ྄հ, ઒ݪক࢘, দԬً෉, ൚༻ੑͷߴ͍େن໛ڞ༗ܕWebόʔνϟϧϗεςΟϯάج൫ͷ ηΩϡϦςΟͱӡ༻ٕज़ͷվળ, Πϯλʔωοτͱӡ༻ٕज़γϯϙδ΢Ϝ2011࿦จ ू,2011,31-38 (2011-11-24) , 2011೥12݄. ޱ಄ൃදʢࠪಡ෇͖࿦จʣ
  6. 19 1. ٶԼ߶ี, ܀ྛ݈ଠ࿠, দຊ྄հɼserverspec: એݴతهड़Ͱαʔόͷঢ়ଶΛςετՄೳͳ൚༻ੑͷߴ͍ςετϑϨʔϜϫʔ Ϋ, ৘ใॲཧֶձݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ, 2014-IOT-24(15), 1-6,

    2014೥2݄. 2. ௡㟒ળ੖, দຊ྄հ, খ୩େ༞, ٶ࡚मҰ, Ԭ෦णஉ, ಉҰͷૹड৴ΞυϨεΛ࣋ͭେྔϝʔϧͷޮ཰త൑ఆख๏, ৴ֶٕใ, vol. 113, no. 443, IA2013-86, pp. 43-48, 2014೥2݄. 3. দຊ྄հ, Ԭ෦णஉ, ϦΫΤετ୯ҐͰԾ૝తʹίϯϐϡʔλϦιʔεΛ෼཭͢ΔWebαʔόͷϦιʔε੍ޚΞʔΩςΫ νϟ, ৘ใॲཧֶձݚڀใࠂ Vol.2013-IOT-23, No.4, 2013೥9݄. 4. ௡࡚ળ੖, দຊ྄հ, খ୩େ༞, ٶ࡚मҰ, Ԭ෦णஉ, ిࢠϝʔϧͷେྔૹ৴Λબ୒తʹ੍ݶ͢ΔதܧγεςϜ, ฏ੒25೥౓৘ใ ॲཧֶձؔ੢ࢧ෦ࢧ෦େձ E-23, 2013೥9݄. 5. দຊ྄հ, Ԭ෦णஉ, ૊ΈࠐΈεΫϦϓτݴޠmrubyΛར༻ͨ͠Webαʔόͷػೳ֦ுࢧԉػߏ, ৘ใॲཧֶձݚڀใࠂ Vol.2012-IOT-18, No.6, 2012೥6݄. ޱ಄ൃදʢࠪಡແ͠࿦จʣ
  7. 21 1. Ryosuke Matsumoto, Resource Control Architecture for a Web

    Server Separating Computer Resources Virtually at Each HTTP Request, RubyKaigi 2014, Sep 2014. 2. Ryosuke Matsumoto, Yasuo Okabe, Design and Implementation of Infrastructure Software for More Sophisticated Web Services, The 35th IST seminar, 11 April 2013. ޱ಄ൃදʢӳޠʣ
  8. 22 1. ୈ7ճ ϑΫΦΧRubyେ৆ اۀ৆ʢIIJ GIO৆ʣ, দຊ྄հ, Trusterd: ߴੑೳ͔ͭmrubyͰઃఆΛϓϩάϥϚϒϧʹهड़Մೳͳ ࣍ੈ୅HTTP/2

    Webαʔό, 2015೥3݄. 2. Ruby Prize 2014 ࠷ऴϊϛωʔτ, দຊ྄հ, HTTPαʔόιϑτ΢ΣΞʹ͓͚Δmruby׆༻Λ۩ݱԽͨ͠ޭ੷ΛධՁ, 2014೥ 10݄. 3. 2014೥౓ ৘ใॲཧֶձ ࢁԼه೦ݚڀ৆, দຊ྄հ, mod_mruby: εΫϦϓτݴޠͰߴ଎͔ͭলϝϞϦʹ֦ுՄೳͳWebαʔ όͷػೳ֦ுࢧԉػߏ, 2014೥10݄. 4. Ruby Prize 2014 ީิऀ, দຊ྄հ, HTTPαʔόιϑτ΢ΣΞʹ͓͚Δmruby׆༻Λ۩ݱԽͨ͠ޭ੷ΛධՁ, 2014೥8݄. 5. ୈ9ճ ೔ຊOSS঑ྭ৆, দຊ྄հ, ത࢜՝ఔࡏֶத͔Βݚڀ੒ՌΛOSSͱͯ͠ެ։͢ΔͳͲOSSͷ։ൃීٴʹߩݙ, 2014೥2݄. 6. ୈ6ճ ϑΫΦΧRubyେ৆ ༏ल৆, দຊ྄հ, mod_mruby × ngx_mruby: ૊ࠐΈεΫϦϓτݴޠmrubyͰߴ଎͔ͭলϝϞϦʹ ֦ுՄೳͳWebαʔόͷػػೳ֦ுࢧԉػߏ, 2014೥2݄. ड৆౳
  9. 23 7. ৘ใॲཧֶձ Πϯλʔωοτͱӡ༻ٕज़γϯϙδ΢Ϝ2013ʢIOTS2013ʣ༏ल࿦จ৆ দຊ྄հ, Ԭ෦ णஉ, mod_mruby: ε ΫϦϓτݴޠͰߴ଎͔ͭলϝϞϦʹ֦ுՄೳͳWebαʔόͷػೳ֦ுࢧԉػߏ,

    2013೥12݄. 8. ৘ใॲཧֶձ Πϯλʔωοτͱӡ༻ٕज़γϯϙδ΢Ϝ2013ʢIOTS2013ʣֶੜ঑ྭ৆, দຊ྄հ, Ԭ෦ णஉ, mod_mruby: ε ΫϦϓτݴޠͰߴ଎͔ͭলϝϞϦʹ֦ுՄೳͳWebαʔόͷػೳ֦ுࢧԉػߏ, 2013೥12݄. 9. ৘ใॲཧֶձ Πϯλʔωοτͱӡ༻ٕज़ݚڀձ ୈ23ճʢIOT23ʣ ֶੜ঑ྭ৆, দຊ྄հɾԬ෦णஉ, ϦΫΤετ୯ҐͰԾ૝ తʹίϯϐϡʔλϦιʔεΛ෼཭͢ΔWebαʔόͷϦιʔε੍ޚΞʔΩςΫνϟ,2013೥9݄. 10. Ruby Prize 2013 ީิऀ, দຊ྄հ, Contribution to mruby core and mrbgen. Ryosuke is currently working on development mod_mruby and ngx_mruby which expansion module for the Apache server. He also conducts research on possibility mruby as the DSL language, 2013೥8݄. ड৆౳
  10. 24 1. δϟʔφϧ࿦จɿ̏ຊ 2. ޱ಄ൃදʢࠃࡍձٞ࿦จʣɿ̏ຊ 3. ޱ಄ൃදʢࠪಡ෇͖࿦จʣ̎ຊ 4. ޱ಄ൃදʢࠪಡͳ͠࿦จʣɿ̒ຊ 5.

    ޱ಄ൃදʢͦͷଞӳޠʣɿ̎ճ 6. ޱ಄ൃදʢͦͷଞ೔ຊޠʣɿ̍̏ճ 7. ֶձࢽɾ঎ۀࢽ౳ղઆɿ̍ճ 8. ड৆ɿ̍̌݅ ത࢜՝ఔ̏೥ؒͷ࣮੷ ݚڀ࣮੷ͷ਺ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 δϟʔφϧ ࠃࡍձٞ ࠪಡ෇͖ ࠪಡͳ͠ ͦͷଞӳޠ ͦͷଞ೔ຊޠ ղઆ ड৆
  11. 27 1. দຊ྄հ, ܀ྛ݈ଠ࿠, Ԭ෦णஉ, ϦΫΤετ୯ҐͰԾ૝తʹϋʔυ΢ΣΞϦιʔεΛ෼཭͢Δ WebαʔόͷϦιʔε੍ޚΞʔΩςΫνϟ, ৘ใॲཧֶձ࿦จࢽ, Vol.59, No.3,

    pp.1016- 1025, 2018೥3݄. 2. দຊ྄հ, ܀ྛ݈ଠ࿠, Ԭ෦णஉ, ট଴࿦จ: WebαʔόͷߴूੵϚϧνςφϯτΞʔΩςΫ νϟͱӡ༻ٕज़, ిࢠ৘ใ௨৴ֶձ࿦จࢽ, Vol.J101-B, No.1, pp.16-30, 2018೥1݄. δϟʔφϧ࿦จ
  12. 28 1. Ryosuke Matsumoto, Kenji Rikitake, Kentaro Kuribayashi, Large-scale Certificate

    Management on Multi-tenant Web Servers, The 6th IEEE International COMPSAC Workshop on Architecture, Design, Deployment and Management of Networks and Applications (ADMNET 2018), July 2018. ࠃࡍձٞ
  13. 29 1. ໺ଜ ޸໋, Ѩ෦ ത, ੁ໺ ఩, ྗ෢ ݈࣍,

    দຊ ྄հ, WebΞϓϦέʔγϣϯςετΛ༻͍ͨSQLΫ ΤϦͷϗϫΠτϦετࣗಈ࡞੒ख๏, ୈ11ճ Πϯλʔωοτͱӡ༻ٕज़γϯϙδ΢Ϝ ʢIOTS2018ʣ, Dec 2018. 2. ௶಺ ༎थ, ࿬ࡔ ேਓ, ᖛా ݈, দ໦ խ޾, Ѩ෦ ത, দຊ ྄հ, HeteroTSDB: ҟछࠞ߹Ωʔό ϦϡʔετΞΛ༻͍ͨࣗಈ֊૚ԽͷͨΊͷ࣌ܥྻσʔλϕʔεΞʔΩςΫνϟ, ୈ11ճ Πϯ λʔωοτͱӡ༻ٕज़γϯϙδ΢ϜʢIOTS2018ʣ, Dec 2018. 3. দຊ྄հ, ۙ౻Ӊஐ࿕, ࡾ୐༔հ, ྗ෢݈࣍, ܀ྛ݈ଠ࿠, FastContainer: ࣮ߦ؀ڥͷมԽʹૉૣ ͘దԠͰ͖Δ߃ৗੑΛ࣋ͭγεςϜΞʔΩςΫνϟ, Πϯλʔωοτͱӡ༻ٕज़γϯϙδ΢Ϝ 2017࿦จूɼ2017ɼ89-97ʢ2017-11-30ʣ, 2017೥12݄. ޱ಄ൃදʢࠪಡ෇͖࿦จʣ
  14. 30 1. দຊ ྄հ, খా ஌ԝ, ּݪ ٛߊ, ౢ٢ ོ෉,

    ۚࢠߊհ, ܀ྛ ݈ଠ࿠, Ԭଜ ߞೋ, ਫ਼៛ʹ੍ޚՄೳͳ߃ৗੑͷ͋ΔߴूੵϚϧνΞ Χ΢ϯτܕͷϝʔϧج൫, ϚϧνϝσΟΞɺ෼ࢄɺڠௐͱϞόΠϧʢDICOMO2018ʣγϯϙδ΢Ϝ, 7C-1, Jul 2018. 2. দຊ ྄հ, தా ༟و, ܀ྛ ݈ଠ࿠, HTTPϦΫΤετ୯ҐͰΠϯελϯεͷ࠶഑ஔ͕Մೳͳ௿ίετͰߴ଎ͳεέδϡʔϦϯά ख๏, ݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ, Vol.2018-IOT-42, pp.1-8, Jun 2018. 3. দຊ ྄հ, ాத ྒհ, ܀ྛ ݈ଠ࿠, HTTPϦΫΤετ୯ҐͰίϯςφΛ࠶഑ஔ͢ΔԾ૝Խج൫ͷߴ଎ͳεέδϡʔϦϯάख ๏, ݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ, Vol.2018-IOT-41, pp.1-8, May 2018. 4. দຊ ྄հ, খా ஌ԝ, ּݪ ٛߊ, ౢ٢ ོ෉, ۚࢠߊհ, ܀ྛ ݈ଠ࿠, Ԭଜ ߞೋ, ਫ਼៛ʹղੳՄೳͳ߃ৗੑͷ͋Δϝʔϧج൫ͷઃ ܭ, ݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ, Vol.2018-IOT-40(17), pp.1-8, 2018೥3݄. 5. দຊ྄հ, ࡾ୐ ༔հ, ྗ෢ ݈࣍, ܀ྛ ݈ଠ࿠, ߴूੵϚϧνςφϯτWebαʔόͷେن໛ূ໌ॻ؅ཧͱ࣮ӡ༻্ͷධՁ, ৘ใॲ ཧֶձݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ,2017-IOT-39, Vol.14, pp.1-8, 2017೥9݄. ޱ಄ൃදʢࠪಡແ͠࿦จҰ෦ൈਮʣ
  15. 31 6. দຊ྄հ, ࡾ୐ ༔հ, ྗ෢ ݈࣍, ܀ྛ ݈ଠ࿠, ߴूੵϚϧνςφϯτWebαʔόͷେن໛ূ໌ॻ؅ཧͱ࣮ӡ༻্ͷධՁ,

    ৘ใॲ ཧֶձݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ,2017-IOT-39, Vol.14, pp.1-8, 2017೥9݄. 7. দຊ྄հ, ۙ౻ Ӊஐ࿕, ࡾ୐ ༔հ, ྗ෢ ݈࣍, ܀ྛ ݈ଠ࿠, FastContainer: WebΞϓϦέʔγϣϯίϯςφͷىಈΛϦΞΫςΟ ϒʹܾఆ͢Δίϯςφ؅ཧΞʔΩςΫνϟ, ৘ใॲཧֶձݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ,2017-IOT-38, Vol.14, pp.1-8, 2017೥6݄. 8. দຊ྄հ, ࡾ୐ ༔հ, ྗ෢ ݈࣍, ܀ྛ ݈ଠ࿠, ߴूੵϚϧνςφϯτWebαʔόͷେن໛ূ໌ॻ؅ཧ, ৘ใॲཧֶձݚڀใࠂΠ ϯλʔωοτͱӡ༻ٕज़ʢIOTʣ,2017-IOT-37(1), 1-8, 2017೥5݄. 9. দຊ྄հ, ాฏ ߁࿕, ࢁԼ ࿨඙, ܀ྛ ݈ଠ࿠, ಛ௃ྔநग़ͱมԽ఺ݕग़ʹجͮ͘WebαʔόͷߴूੵϚϧνςφϯτํࣜʹ͓͚ ΔϦιʔεͷࣗ཯੍ޚΞʔΩςΫνϟ, ৘ใॲཧֶձݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ,2017-IOT-36(26), 1-8, 2017೥2݄. 10. দຊ྄հ, ܀ྛ݈ଠ࿠, ಛ௃ྔநग़ͱมԽ఺ݕग़ʹجͮ͘WebαʔόϦιʔεͷࣗ཯੍ޚΞʔΩςΫνϟ, Πϯλʔωοτͱӡ ༻ٕज़γϯϙδ΢Ϝ2016࿦จूʢIOTS2016ʣ, Vol.2016, pp.101, 2016೥12݄. ޱ಄ൃදʢࠪಡແ͠࿦จҰ෦ൈਮʣ
  16. 32 1. Ryosuke Matsumoto, Design pattern for embedding mruby into

    middleware, RubyKaigi 2018, May 2018. 2. Ryosuke Matsumoto, The future of mruby in HTTP Server, RubyKaigi 2015, Dec 2015. ޱ಄ൃදʢӳޠʣ
  17. 33 1. ϚϧνϝσΟΞɺ෼ࢄɺڠௐͱϞόΠϧʢDICOMO2018ʣγϯϙδ΢Ϝ༏ल࿦จ৆, দຊ ྄հ, খా ஌ԝ (GMOϖύϘ), ּݪ ٛߊ,

    ౢ٢ ོ෉, ۚࢠ ߊհ (۝େ), ܀ྛ ݈ଠ࿠ (GMOϖύϘ), Ԭଜ ߞೋ (۝େ), ਫ਼៛ʹ੍ޚՄೳͳ߃ৗੑͷ͋ΔߴूੵϚϧνΞ Χ΢ϯτܕͷϝʔϧج൫, 2018೥9݄. 2. ৘ใॲཧֶձ ݚڀձਪનത࢜࿦จ଎ใ2017, দຊ྄հ, Studies on Highly Integrated Multi-Tenant Architecture for Web Servers, 2018೥8݄. 3. ͸ͯͳϒϩάେ৆2017, দຊ྄հ, ΤϯδχΞϦϯά΍ݚڀ։ൃʹ͍ͭͯࢥ͏͜ͱ, 2017೥12݄. 4. ୈ8ճ ϑΫΦΧRubyେ৆ ঑ྭ৆, দຊ྄հ, HTTPαʔόΛࢧ͑Δmruby, 2016೥2݄. 5. Ruby Prize 2015 ީิऀ, দຊ྄հ, দຊࢯ͸ࡢ೥౓ͷRubyPrizeϑΝΠφϧϊϛωʔτޙ΋ਫ਼ྗతʹ mruby ૊ΈࠐΈͷ Web αʔόʔͷ։ൃΛଓ͚ͯ·͢ɻࠓ೥͸͞Βʹ HTTP/2 αʔόʔͰ͋Δ h2o ʹ mruby handler Λ૊ΈࠐΉͳͲɺRubyPrize ʹ ;͞Θ͍͠, 2015೥9݄. ड৆౳
  18. 34 1. δϟʔφϧ࿦จɿ̎ຊ 2. ޱ಄ൃදʢࠃࡍձٞ࿦จʣɿ̍ຊ 3. ޱ಄ൃදʢࠪಡ෇͖࿦จʣ̏ຊ 4. ޱ಄ൃදʢࠪಡͳ͠࿦จʣɿ̍̕ຊ 5.

    ޱ಄ൃදʢͦͷଞӳޠʣɿ̎ճ 6. ޱ಄ൃදʢͦͷଞ೔ຊޠʣɿ̒̎ճ 7. ֶձࢽɾ঎ۀࢽ౳ղઆɿ̍̏ճ 8. ड৆ɿ̑݅ اۀͰͷݚڀ։ൃ̐೥ؒͷ࣮੷ ݚڀ࣮੷ͷ਺ 0 4 9 13 18 22 27 31 35 40 44 49 53 58 62 δϟʔφϧ ࠃࡍձٞ ࠪಡ෇͖ ࠪಡͳ͠ ͦͷଞӳޠ ͦͷଞ೔ຊޠ ղઆ ड৆
  19. 35 ࣮੷ൺֱʢത࢜՝ఔ vs اۀͰͷݚڀ։ൃʣ ݚڀ࣮੷ͷ਺ʢത࢜՝ఔͱاۀͰͷ࣮੷ൺֱʣ Number of presentations 0 4

    8 12 17 21 25 29 33 37 41 45 50 54 58 62 δϟʔφϧ ࠃࡍձٞ ࠪಡ෇͖ ࠪಡͳ͠ ͦͷଞӳޠൃද ͦͷଞ೔ຊޠൃද ঎ۀࢽɾղઆ ड৆ ത࢜՝ఔ(2012~2015) اۀ࣌୅(2015~2018)
  20. 38 1. δϟʔφϧ࿦จɿ̑ຊ 2. ޱ಄ൃදʢࠃࡍձٞ࿦จʣɿ̐ຊ 3. ޱ಄ൃදʢࠪಡ෇͖࿦จʣ̑ຊ 4. ޱ಄ൃදʢࠪಡͳ͠࿦จʣɿ̎̑ຊ 5.

    ޱ಄ൃදʢͦͷଞӳޠʣɿ̐ճ 6. ޱ಄ൃදʢͦͷଞ೔ຊޠʣɿ̓̑ճ 7. ֶձࢽɾ঎ۀࢽ౳ղઆɿ̍̐ճ 8. ड৆ɿ̍̑݅ ത࢜՝ఔͱاۀͰͷݚڀ։ൃ̓೥ؒͷ࣮੷ ݚڀ࣮੷ͷ਺ʢത࢜՝ఔͱاۀʣ 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 δϟʔφϧ ࠃࡍձٞ ࠪಡ෇͖ ࠪಡͳ͠ ͦͷଞӳޠൃද ͦͷଞ೔ຊޠൃද ঎ۀࢽɾղઆ ड৆ ത࢜՝ఔ(2012~2015) اۀ࣌୅(2015~2018)