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Spark Streamingで全世界の 混雑状況を20分ごとに集計 / All over t...
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yu
March 14, 2019
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Spark Streamingで全世界の 混雑状況を20分ごとに集計 / All over the world with Spark Streaming Congested situation every 20 minutes
yu
March 14, 2019
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Transcript
݄ ιϑτόϯΫגࣜձࣾᖛా༎ 4QBSL4USFBNJOHͰશੈքͷ ࠞࡶঢ়گΛ͝ͱʹूܭ )BEPPQ4QBSL$POGFSFODF+BQBO
ᖛాɹ༎ ιϑτόϯΫגࣜձࣾ ݉ גࣜձࣾ"HPPQ ͖ͳ"84αʔϏε "UIFOB(MVF όοΫΤϯυશൠ
"HPPQʹ͍ͭͯ اۀ໊ גࣜձࣾ"HPPQ ઃཱ࣌ظ ݄ දऔక ࣲࢁٱ גओ ιϑτόϯΫגࣜձࣾ
ࢿຊۚ ԯ ສԁ ैۀһ ໊ ॅॴ ˟౦ژौ୩۠ਆٶલ ࣄۀ༰ ɹҐஔใϏοάσʔλࣄۀ ɹɹɾҐஔใϏοάσʔλऩूղੳ ɹɹɾҐஔใؔ࿈σʔλൢച ɹɹɾҐஔใαʔϏεΞϓϦఏڙ ˞݄ݱࡏ ҐஔใºϏοάσʔλઐاۀ
ਓྲྀάϩʔόϧϏοάσʔλ ਓʑͷߦಈΛৄࡉʹѲ
Strictly Confidential άϩʔόϧϏοάσʔλ εϚʔτϑΥϯΞϓϦέʔγϣϯ͔Β ੈքͷ(14ҐஔใσʔλΛऔಘ /VNCFSPG-PHT %BUB4J[F ԯ݅
EBZ 5#ڃ EBZ
None
ࠞࡶϚοϓ
ΞʔΩςΫνϟ &-# "VUP4DBMJOH ,JOFTJT "VUP4DBMJOH "VUP4DBMJOH ,JOFTJT 4 &MBTUJD4FBSDI &.3
4 ࠞࡶϚοϓ ϩάऩूج൫ "1* ࠞࡶϚοϓ &5- ɾɾɾ
"1* ࠞࡶϚοϓ ΞʔΩςΫνϟ &-# "VUP4DBMJOH ,JOFTJT "VUP4DBMJOH "VUP4DBMJOH ,JOFTJT 4
&MBTUJD4FBSDI &.3 4 ࠞࡶϚοϓ ϩάऩूج൫ &5- ɾɾɾ
ϩάऩूج൫ ,JOFTJTʢେنετϦʔϛϯάσʔλ༻ΩϡʔΠϯάαʔϏεʣΛத৺ͱͨ͠ߏ લஈͷ"VUP4DBMJOH,JOFTJT1SPEVDFS-JCSBSZΛ༻͠ɺͦͷ··,JOFTJTʹೖ ޙஈͷ"VUP4DBMJOH̎ͭͷॲཧΛ࣮ࢪ ,JOFTJT$POTVNFS-JCSBSZΛ༻͠ɺ,JOFTJT͔Β+40/Λऔಘɾύʔεͯ͠ޙ ଓͷੳͰ༻͢ΔใΛՃ qVFOUEΛ༻͍ͯɺҰఆִؒͰ4ʹ([JQܗࣜͰग़ྗ ,JOFTJTʹೖΕ͓͚ͯ࣌ؒ ࠷ؒ σʔλϩετͷ৺͕ແ͍ͨΊ
<1PJOU>,JOFTJTಋೖͰ҆ఆੑ͕͔ͳΓ্ˠσʔλऩूܥʹ͔ͳΓΦεεϝ &-# "VUP4DBMJOH ,JOFTJT "VUP4DBMJOH 4 1SPEVDFS -JCSBSZ $POTVNFS -JCSBSZ &5- ɾɾɾ
ΞʔΩςΫνϟ &-# "VUP4DBMJOH ,JOFTJT "VUP4DBMJOH "VUP4DBMJOH ,JOFTJT 4 &MBTUJD4FBSDI &.3
4 ࠞࡶϚοϓ "1* ࠞࡶϚοϓ ϩάऩूج൫ &5- ɾɾɾ
ࠞࡶϚοϓલॲཧ ,JOFTJT1SPEVDFS$POTVNFS-JCSBSZ྆ํར༻ લॲཧͰҎԼͭͷॲཧΛ࣮ࢪ ඞཁͳ߲ͷΈʹߜΔޙଓॲཧͰඞཁͳσʔλΛΞλον͢Δ ࠞࡶϚοϓઐ༻ͷ,JOFTJTॻ͖ࠐΈ ,JOFTJTγϟʔυઃఆʹΑΓಡΈࠐΈɾॻ͖ࠐΈΩϟύγςΟ͕ܾఆ͞Εɺ ॻ͖ࠐΈಡΈࠐΈͱͳ͍ͬͯΔ ➡ϩάऩूج൫ɺࠞࡶϚοϓʢຊ൪ɾ։ൃʣͷڥߏங͢ΔͱɺίετޮѱԽ "VUP4DBMJOH ,JOFTJT
&MBTUJD4FBSDI &.3 4 ,JOFTJT ʢϩάऩूج൫ʣ 1SPEVDFS $POTVNFS -JCSBSZ "1* ࠞࡶϚοϓ
ࠞࡶϚοϓσʔλೖग़ྗ &.3্Ͱ4QBSLΛՔಇʢݴޠɿ4DBMBʣͤ͞ॲཧΛ࣮ࢪ ,JOFTJTͷσʔλऔಘʹ"844%,ɿ"NB[PO,JOFTJT$MJFOUΛ༻ TUSFBNJOHॲཧͰͱͳΓ͍͢νΣοΫϙΠϯτॲཧΛ4%,෦Ͱࣗಈཧ %ZOBNP%#ʹνΣοΫϙΠϯτΛॻ͖ࠐΈɺෳαʔόʔ͔Βॻ͖ࠐΈɾࢀর &MBTUJD4FBSDIͷσʔλೖ4QBSLͷجຊػೳΛ༻͍ͯɺ3%%Λ%BUB'SBNFʹม ͨ͠ޙɺ4BWF5P&4Ͱอଘ "VUP4DBMJOH ,JOFTJT &.3
4 ,JOFTJT ʢϩάऩूج൫ʣ 1SPEVDFS $POTVNFS -JCSBSZ &MBTUJD4FBSDI "1* ࠞࡶϚοϓ ࣍ॲཧ༻&.3
ࠞࡶϚοϓूܭॲཧ 4QBSL4USFBNJOHʹִͯؒͰूܭ͠ɺ݁ՌΛ&MBTUJD4FBSDIʹอଘ ΟϯυαΠζΛͱ͍͏͔ͳΓେ͖ͳͰӡ༻ ूܭ୯ҐλΠϧʢϝογϡʣΛ࠾༻͓ͯ͠ΓɺζʔϜϨϕϧɾλΠϧຖʹूܭ ฐࣾϩάຊɾ64ɾ&6Λத৺ʹϩάྔ͕ଟ͘ɺࠃຖʹϩάྔʹେ͖͘ภΓ͕͋Δ ࣍ॲཧͰࠃຖͷฏۉϩάΛूܭ͠ɺϩάྔͷҧ͍Λฏ४Խ ϩάྔ͕গͳ͍ࠃͰࠞࡶঢ়گΛѲ͢Δ͜ͱ͕Ͱ͖Δ ࠷ͨ͠ɺࡏΛՃຯͨࠞ͠ࡶूܭ "VUP4DBMJOH ,JOFTJT
&.3 4 ,JOFTJT ʢϩάऩूج൫ʣ 1SPEVDFS $POTVNFS -JCSBSZ &MBTUJD4FBSDI "1* ࠞࡶϚοϓ ࣍ॲཧ༻&.3
۱ాՖՐେձ มߋޙ վળޙ վળલ ۱ాՖՐେձ ՖՐਅͬ࠷த
۱ాՖՐେձ վળલ ϝΠϯձ ઙӺ ϝΠϯձ͕ ࠞΜͰ͍ͳ͍
ͳͥձ͕ࠞ·ͳ͍ͷ͔ʁ
ͳͥձ͕ࠞ·ͳ͍ͷ͔ʁ ूܭϩδοΫมߋ
มߋલ ࠞࡶϚοϓूܭॲཧ ,JOFTJT &.3 &MBTUJD4FBSDI ,JOFTJT &.3 4 &MBTUJD4FBSDI &.3
,JOFTJT͔ΒؒͷϩάΛऔಘ ूܭͨ݁͠ՌΛ &MBTUJD4FBSDIʹ֨ೲ มߋޙ &.3ॲཧΛҎԼʹׂ ,JOFTJT͔ΒؒͷϩάΛऔಘ͠ ɹɹIJWFςʔϒϧʹͦͷ··ग़ྗ IJWFςʔϒϧ͔Β࣌ؒͷσʔλΛऔ ಘ͠ɺ࠷ޙʹग़ྗ͞ΕͨϩάͷΈΛूܭ
վળޙ ۱ాՖՐେձ վળޙ վળલ ୈҰձ ઙӺ ୈҰձ͕ ࠞΜͩʂ ࣮ଶʹ͍ۙ
ࠓޙͷల ࡏΛՃຯͨࠞ͠ࡶूܭΛ4QBSL4USFBNJOHͷ 4MJEJOH8JOEPXΛ༻͍࣮ͯࢪ͢Δ &.3Ϋϥελʔͷ֤छઃఆͷνϡʔχϯάΛ࣮ࢪ͠ɺί ετޮ্ɺूܭظؒͷॖʢʣΛ࣮ݱ
THANK YOU! ANY QUESTIONS?