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Amazon EMR でのバッチ処理 Spark アプリケーション運用で気をつけたいこと
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soonraah
March 29, 2015
Technology
650
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Amazon EMR でのバッチ処理 Spark アプリケーション運用で 気をつけたいこと
2015-03-29 第2回 “Learning Spark” 読書会 LT
soonraah
March 29, 2015
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Transcript
"NB[PO&.3Ͱͷόονॲཧ 4QBSLΞϓϦέʔγϣϯӡ༻Ͱ ؾΛ͚͍ͭͨ͜ͱ ୈճl-FBSOJOH4QBSLzಡॻձ-5 !TPPOSBBI
"(&/%" • "NB[PO&.3 • ΠϯελϯεੑೳWTίετ • +PCqPXΛ։࢝Ͱ͖ͳ͍߹ͷอݥ • XFC6*ͷݟํ •
·ͱΊ 2
"NB[PO&.3 &MBTUJD.BQ3FEVDF • )BEPPQϑϨʔϜϫʔΫΛΫϥυఏڙ • )%'4Λར༻Մೳ • 4QBSL1SFTUPΛ࣮ߦՄೳ •
ॳظඅ༻Λ͑ͯࢄॲཧΛࢼͤΔ • όονॲཧ͖ʁ 3
ΠϯελϯεੑೳWTίετ • ҎԼͷཁૉΛߟྀܾͯ͠ఆ • ඞཁͳϝϞϦྔʁ • ϩʔΧϧͰͷ࣮ݧ4QBSLXFC6*͔Βݟੵ • ཁٻ͞ΕΔॲཧ࣌ؒʁ •
ϩʔΧϧͰͷ࣮ݧͰݟੵ • ༧ࢉʹऩ·Δ͔ʁ • εϙοτΠϯελϯεͷ߹࣌Ձ • ೖࡳՁ֨ͷࢦఆ 4
ΠϯελϯεՁ֨มಈେ͖͍ʜ 5
+PCqPXΛ։࢝Ͱ͖ͳ͍߹ͷอݥ • +PCΛ։࢝Ͱ͖ͳ͍ • #PPUTUSBQ"DUJPOͰͷࣦഊ • ೖࡳՁ͕֨࣌ՁΑΓ͍ • ΘΓͱى͜Δ •
&.3KPCqPXϦΫΤετଆʹอݥͷॲཧΛ • +PCqPXΛࢹ • ࣦഊͨ͠ΒΠϯελϯελΠϓೖࡳՁ֨Λ ม͑ͯϦτϥΠ͢ΔΈ 6
8FC6* • ࣮ߦதͷϝτϦΫε͕ݟΕΔ • εςʔδ͝ͱͷλεΫ࣮ߦঢ়گ • ֤3%%ͷ༻ϝϞϦྔ • ϊʔυใ •
ϦιʔεௐνϡʔχϯάͷͨΊʹ 7
8FC6* 8
8FC6*ͷݟํʢʣ 9
8FC6*ͷݟํʢʣ 10
8FC6*ͷݟํʢʣ 11
8FC6*ͷݟํʢʣ 12
8FC6*ͷݟํʢʣ 13
·ͱΊ • ඞཁͳΠϯελϯεੑೳΛݟੵͬͯίετΛ ܭࢉ͠Α͏ • +PCqPXͷ։࢝ʹࣦഊͨ͠ͱ͖ͷอݥ͕͋Δͱ ӡ༻Λָʹ͠Α͏ • 8FC6*ΛݟΑ͏ 14