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Elixir and Phoenix are the most promising solution for the Data Explosion problem Fedrecheski, G., Costa, L. C. P. and Zuffo, M. K.: Elixir programming language evaluation for IoT, 2016 IEEE International Symposium on Consumer Electronics (ISCE), pp. 105–106 (online), DOI: 10.1109/ISCE.2016.7797392 (2016). Java is defeated by highly frequent requests more than 1,200 Requests/sec Elixir endures highly frequent requests
 less than 1,800 Requests/sec Server: a quad-core computer with 6GB RAM Client: an eight-core computer with 12GB RAM ↑Slower ↓Faster

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όʔδϣϯͷॲཧͷྲྀΕ &MJYJSʹඋΘ͍ͬͯΔϝλϓϩάϥϛϯάػߏʹΑΓEFGQFMFNBZEPʜ FOEͷ۠ؒΛೝࣝ͠ɼ1FMFNBZίϯύΠϥʹॲཧΛ౉͢ ۠ؒ಺ͷؔ਺ͱɼͦͷதʹهड़͞Ε͍ͯΔ&OVNNBQΛؚΉهड़ɼ &OVNNBQͷதͷಗ໊ؔ਺Λೝࣝ͢Δ /*'ͷελϒίʔυΛੜ੒͢Δ
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ܕݕࠪͷ࠷దԽͷΞΠσΞ w &MJYJSͷม਺͸ɼ಺෦తʹ͸&3-@/*'@5&3.ܕͷม਺ͱ ͯ͠ɼ࣮ࡍͷܕͷ৘ใͱͱ΋ʹهԱ͞Ε͍ͯΔ w FOJG@JT@ؔ਺Ͱ&3-@/*'@5&3.ͷม਺ͷܕݕࠪΛߦ͑Δ w FOJG@HFU@ؔ਺Λ༻͍ͯ&3-@/*'@5&3.͔Β$ݴޠͷ஋ ΛಘΒΕΔ͕ɼͦͷࡍʹܕݕࠪΛಉ࣌ʹߦ͑Δ w FOJG@NBLF@ؔ਺Λ༻͍ͯɼ$ݴޠͷ஋͔Β &3-@/*'@5&3.ܕͷม਺Λੜ੒͢Δ 33 ˜4VTVNV:BNB[BLJ

ܕݕࠪͷ࠷దԽͷΞΠσΞ w ਺Ͱ͸ͳ͍ܕͷม਺ΛಘΔ৔߹͸ɼFOJG@JT@Λলུͯ͠ ࠷ॳ͔ΒFOJG@HFU@Λߦ͏͜ͱͰɼܕݕࠪͷճ਺ΛݮΒ ͤΔ w ਺ͷܕͷ৔߹ʹ͸ɼ΋ͦ͠ͷ਺ͷ஋͕Ϗοτͷූ߸ ෇ɾූ߸ͳ͠ͷ੔਺ͷൣғΛ͑ͨ͜੔਺஋Ͱ͋Δͱ͖ʹ ͸ɼFOJG@JT@OVNCFSͰਅΛฦ͢΋ͷͷɼFOJG@HFU@Ͱ੔ ਺΍ුಈখ਺఺਺ʹม׵Ͱ͖ͳ͍ͷͰɼ͜ͷ৔߹͸/*'Ͱ ͸ѻ͑ͳ͍ͷͰɼద੾ʹॲཧ͢Δඞཁ͕͋Δ 34 ˜4VTVNV:BNB[BLJ

ܕݕࠪͷ࠷దԽͷΞΠσΞ w ϦετͰɼશͯͷཁૉͷܕ͕ಉҰͷܕ ୯Ұཁૉܕ Ͱ͋Δ ͱ͖ʹ͸ཁૉͷܕݕࠪΛলུ͢Δ࠷దԽΛద༻Ͱ͖Δ w ϦετͰɼ΄ͱΜͲͷཁૉͷܕ͕ಉҰͷܕͰ࣌ʑҟͳΔܕ ͕ࠞ͡Δ Ұ෦ෳ߹ཁૉܕͰ͋Δ ͱ͖ʹ͸ɼϏοτϕΫλ Λ༻͍Δ͜ͱͰཁૉͷܕݕࠪΛ࠷దԽͰ͖Δ w &MJYJSͷϦετΛ$ݴޠͷ഑ྻʹม׵ͯ͠ѻ͏ͱ͖ɼলϝϞ Ϧ΍4*.%໋ྩ׆༻ͷ؍఺͔Β͸ɼ੔਺஋ͷൣғΛݟۃΊ ͯɼͰ͖Δ͚ͩϏοτ෯ͷখ͍͞஋Ͱදͨ͠ํ͕ྑ͍ 35 ˜4VTVNV:BNB[BLJ

࠷దԽ͞ΕͨܕݕࠪͷΞϧΰϦζϜͷ֓ཁ w ༩͑ΒΕͨҾ਺ͦΕͧΕʹ͍ͭͯܕݕࠪΛߦ͍ͬͯ͘ w Ҿ਺͕ۭϦετͰ͋ͬͨ৔߹͸ɼۭϦετͱͯ͠ѻ͏ w Ҿ਺͕ൣғܕͰ͋ͬͨ৔߹͸ɼ࢝఺͔Βऴ఺·Ͱͷ੔਺ Λཁૉͱͯ࣋ͭ͠୯Ұཁૉܕͷ੔਺Ϧετͱͯ͠ѻ͏ w Ҿ਺͕ϦετͰ͋ͬͨ৔߹ʹ͸ɼୈཁૉ͔Βॱ൪ʹܕݕ ͍͖ࠪͯ͠ɼܕͷස౓Λه࿥͍ͯ͘͠ɻ੔਺ܕͩͬͨ৔߹ ʹ͸஋ͷൣғ΋ه࿥͍ͯ͘͠ 36 ˜4VTVNV:BNB[BLJ

࠷దԽ͞ΕͨܕݕࠪͷΞϧΰϦζϜͷ֓ཁ w ΋͠୯ҰཁૉܕͰ͋ͬͨ৔߹ʹ͸ɼҎޙɼ͜ͷϦετͷཁૉʹؔ͢Δܕݕࠪ͸লུͰ͖Δ w ͞Βʹཁૉͷܕ͕਺ͩͬͨ FOJG@JT@OVNCFSͰਅͰ͋Δ ৔߹ɼුಈখ਺఺਺ܕͰ͋Ε ͹ɼFOJG@HFU@EPVCMFΛ༻͍ͯEPVCMFܕͷ഑ྻʹม׵͢Δ w ͦ͏Ͱͳ͍৔߹͸੔਺ܕͰ͋Δͱߟ͑Δɻ੔਺஋ͷൣғ͕ɼJOUܕɼVOTJHOFEJOUܕɼ MPOHܕɼVOTJHOFEMPOHܕɼ&SM/JG*OUܕ ූ߸෇Ϗοτ੔਺ܕ ɼ&SM/JG6*OUܕ ූ߸ͳ͠Ϗοτ੔਺ܕ ͷॱͰܕݕࠪΛͯ͠஋͕ऩ·ΔͷͰ͋Ε͹ɼͦΕͧΕͷܕ ͷ഑ྻʹม׵Ͱ͖Δ w ੔਺஋ͷൣғ͕ऩ·Βͳ͍৔߹ʹ͸ɼ/*'Ͱѻ͏͜ͱ͕Ͱ͖ͳ͍ͷͰɼܕΤϥʔͱ͢ Δɻ͜ͷޙɼ&MJYJSଆͰΤϥʔճ෮͢ΔͨΊͷίʔυΛ࣮ߦ͢Δ w ཁૉͷܕ͕ϦετͰ͋Δ৔߹ʹ͸ɼଟ࣍ݩ഑ྻʹม׵͢Δ w ཁૉͷܕ͕ͦΕҎ֎ͷ৔߹͸ɼ౰ͯ͸·ΔܕΛه࿥্ͨ͠Ͱɼ&3-@/*'@5&3.ͷ·· ه࿥͢ΔɻҎޙ͸͜ͷه࿥ͨ͠ܕͰ͋Δ΋ͷͱͯ͠ɼඞཁʹԠͯ͡஋ΛऔΓग़͢ 37 ˜4VTVNV:BNB[BLJ

࠷దԽ͞ΕͨܕݕࠪͷΞϧΰϦζϜͷ֓ཁ w Ҿ਺͕ϦετͰ͋ͬͨ৔߹ʹ͸ɼୈཁૉ͔Βॱ൪ʹܕݕࠪͯ͠ ͍͖ɼܕͷස౓Λه࿥͍ͯ͘͠ɻ੔਺ܕͩͬͨ৔߹ʹ͸஋ͷൣғ ΋ه࿥͍ͯ͘͠ w ΋͠Ұ෦ෳ߹ཁૉܕͰ͋Δ৔߹ʹ͸ɼ഑ྻʹରԠ͢ΔϏοτ ϕΫλΛ༻ҙ͠ɼϏοτ஋͕ͷ࣌ʹ͸ଟ͘ͷ৔߹ʹ౰ͯ͸· ΔํͷܕͰ͋Δͱͯ͠ܕݕࠪΛলུ͠ɼϏοτ஋͕ͷ࣌ͷΈ &3-@/*'@5&3.ͷ··ه࿥ͯ͠ܕݕࠪΛߦͬͯ஋ΛऔΓग़͢ w ҟͳΔܕ͕׬શʹࠞࡏ͢Δ ෳ߹ཁૉܕͰ͋Δ ৔߹ʹ͸ɼ &3-@/*'@5&3.ͷ഑ྻͱͯ͠อ࣋͠ɼ஋ͷऔΓग़͠ͷࡍʹܕ ݕࠪΛߦ͏ 38 ˜4VTVNV:BNB[BLJ

࠷దԽ͞ΕͨܕݕࠪͷΞϧΰϦζϜͷ֓ཁ w Ҿ਺͕ൣғܕͰͳ͍ϚοϓͰ͋Δ৔߹ʹ͸ɼ &3-@/*'@5&3.ͷ··ه࿥͠ɼ౎౓ FOJG@HFU@NBQ@WBMVFΛ༻͍ͯ஋ΛऔΓग़͢ w Ҿ਺͕ͦΕҎ֎ͷܕͰ͋ͬͨ৔߹ʹ͸ɼରԠ͢Δܕͷม ਺ͰऔΓग़͢ 39 ˜4VTVNV:BNB[BLJ

ίʔυྫͷ঺հ 40 ˜4VTVNV:BNB[BLJ

&MJYJSʹ͓͚Δ$ݴޠίʔυੜ੒ɾ࠷దԽͷࢼΈ ๺۝भࢢཱେֶࢁ࡚ਐɹٱߐ༤ت զʑ͸1FMFNBZ4VQFS1BSBMMFMJTNͱশ͢Δؔ਺ܕݴޠ&MJYJS͔Β$ݴޠ΁ͷίʔυੜ੒ɾ࠷దԽΛ ߦ͏ॲཧܥΛݚڀ։ൃ͍ͯ͠Δ
 ͜Ε͸ɼ&MJYJSʹ͸&MJYJSͷίʔυΛ"45ʹม׵͢Δػߏ͕උΘΔ͜ͱΛར༻͠ɼฒྻԽՄೳͳίʔυ Λݕग़ͯ͠$ݴޠίʔυΛੜ੒͠ɼ"VUP7FDUPSJ[BUJPOΛར༻ͯ͠4*.%ฒྻԽΛߦ͏ॲཧܥͰ͋Δ ೥݄ʹެ։ͨ͠όʔδϣϯͰ͸ɼ͋Β͔͡ΊςϯϓϨʔτͱͯ͠ఆٛ͞Εͨ$ݴޠίʔ υʹίʔυΛຒΊࠐΉํࣜͷίʔυੜ੒Λ࣮૷͠ɼݩͷ&MJYJSίʔυͱൺ΂ͯ໿ഒͷߴ଎Խ͕ਤΕͨ ೥݄ݱࡏݚڀ։ൃதͷόʔδϣϯܥྻͰ͸ɼίʔυੜ੒ͷํࣜΛେ෯ʹݟ௚͠ɼॊೈ ͳίʔυੜ੒ΛਤΕΔΑ͏ʹ͢Δ༧ఆͰ͋Δ ຊൃදͰ͸ɼͦͷதͰ࠷΋ಛ௃తͳܕݕࠪͷ࠷దԽํ๏ʹ͍ͭͯఏҊ͢Δ
 ͜Ε͸ɼಈతܕݴޠͰ͋Δ&MJYJSͷܕͷಛੑͱɼ/*'ͱ͍͏&MJYJSͱωΠςΟϒίʔυͷؒͷ''*Λར ༻ͯ͠ɼܕݕࠪͱܕਪ࿦Λฒߦ࣮ͯ͠ߦ͢Δ͜ͱͰɼܕݕࠪͷ࠷దԽΛਤΔํࣜͰ͋Δ
 ࠓޙɼ࣮૷ͱੑೳධՁΛߦ͏ 41 ˜4VTVNV:BNB[BLJ