Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Fukuoka.go#22
Search
CHMasatoman
August 27, 2025
0
45
Fukuoka.go#22
Fukuoka.go#22のLTで使用したSlideです!
CHMasatoman
August 27, 2025
Tweet
Share
More Decks by CHMasatoman
See All by CHMasatoman
CDPM #2
chmasato001
0
11
ClickHouseの紹介資料
chmasato001
0
12
Featured
See All Featured
Designing for Performance
lara
610
69k
VelocityConf: Rendering Performance Case Studies
addyosmani
333
24k
The World Runs on Bad Software
bkeepers
PRO
72
12k
Testing 201, or: Great Expectations
jmmastey
46
7.8k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
127
54k
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.5k
How to Think Like a Performance Engineer
csswizardry
28
2.3k
Side Projects
sachag
455
43k
Docker and Python
trallard
46
3.6k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
508
140k
Rails Girls Zürich Keynote
gr2m
95
14k
Transcript
ó¸ý¹ò~±~ k^ïV÷¸ó¸ó Î~fï1ó¸ý¹~¹ôüù|rv²Vq~y2ùq|t}Ï y»ClickHouse 1r¹¶»m~'o{ÿßy»¿{t÷ßz V÷¸ó¸ówy2÷ü¿V÷~õzÿýg²1¿õöz½ úõü·÷ó²t}Ïu{vOut2 2025/8/7 ClickHouse Masato
Suzuki
AWS x~fuöó~ÿ÷ü¿V÷1AI o²k~üùûx ClickHouse 1ú²û¿´ ÷ü¿ ¶·²ÿ¶¹1ÿ»ng1ó¸ý¹ ´óöú¸·ó¹1øÿ1or AI ½úõü·÷ó{zq»´þùü·÷ó
²òy»sx²oöxwv1AWS x 5 ~~fuö³ùüüü·÷óY} (SCA) ²2024 ~12 oý}w~w2s¼{¸º1zûùAWS ~]rz´ óõùNwClickHouse ~¿V÷ý?²g/Ö{ow}~y2 AWS µüó¹x~·üü¹z³~ Amazon S3, EC2, EKS, Bedrock zy1AWS ~µüó¹xClickHouse ²} \w1÷ü¿´÷ù´ó²W2ç[~AWS ¸³·¹ö{¹üº{ }¿±~y2 wRöz¹Áüùóúö³xõ¹üþó¹ AWS ~÷ßzú½ü¹²oy»sxw1÷ü¿ß~ßò{÷ß{ÿß2 ß{ßxvú½ü¹²ãw1ú¿´ø~÷ü¿V÷w²/¯w ¿õ¹üþó¹²ßÿw~y2 ]rz»½õúö³xï¼g AWS ~Àýüû´óõù|óßy»¿þ~»½õúö³xï¼g~N w1ÿó·÷ó¿úö³»ûzV÷ôÛ²ëû2÷ü¿~Ûyg²úß w1ÛÛwÛo²µýüøw~y2 MPPO,CPPO,AOO {¸»ó¸ý¹³~ _öçzûùx~Y}²tvt~y|1AWS þüÁóø÷üü¹}u w~×_²Ýwvzº~y2q_øù´²û³o_PoC ³MP ?Ý|/® öz×_~m¼xzsvt~y2 AWS x~³~{¸º1ClickHouse ÷ü¿V÷~ÿýg²u¹{ßr1zûù~ó¸ý¹rÿ²?{µýüø
ClickHouse t}Ï #1 OSS OLAP ÷ü¿ùü¹ m}øó÷~O 40,000+ GitHub Stars
¿t/²» 200,000+ ³ÿõûö³ñóðü ^}o~~ {¹oc
ó¸ý¹²òu{»" k^ï¸ó¸ó" # Î~fï1ó¸ý¹~¹ôüù|rv²Vq~y2o }~Û~Õ¼_my{ö}w~y2 ù|t}Ïy»ClickHouse 1r¹¶»m~' o{ÿßy»¿{t÷ßzV÷¸ó¸ówy2 ÷ü¿V÷~^}{¿}²²¹y1k^ï~ö¿þ ý¸ü²z÷ü¿¹ø²1²wV÷ü´ôü
xwvoq~y2 ClickHouse ~gýÿÞz}3 t~{g²¿{Ïx»x F1 þ·ó~¸vzò ú²û¿´ð÷vý?w1û[O~o}~Û ²µýüø2×z¿¸ú²/ÿw}ÿ² ßw~y2 /ßøùó¿~¸vzß /ß÷ü¿²w~w1¿÷v2u?U¯ ~÷ü¿w²wRözñõ¹üþó¹²ý cw~y2 Þûg~r»¸ó¸ó ç[·¹öð{<¸ó¸ó~{ÿx=| ÿý2·üðü¹z}\w^/³¹ø²g /Ww~y2 tqwz1/ûßw²w~wñõ¹üþó¹²òr{{z1y³z·¹öð{²ù\y»2s¼|ClickHouse ~ ¿wy2
ú²û¿´ð × /ß÷ü¿ × ·¹öð³~~3 ï/ ú²û¿´ðg {ÿÿû[OwV÷ÿý öü¹±ü¹ÿß^ÝïgùW1IoT »óµ
ü²ùüø1Ok}÷·¹öð1ú²û¿ ´ðÀó·õüüù /ß÷ü¿÷v {ÿÿuUþ²ûwÖ öü¹±ü¹ÿEC µ´øy_V÷1¯× _÷ÿ1ýÀV÷1ÿû¯×ñ¿üóV÷ ç[·¹öð³~ {ÿÿKafka, BI, JSON {sçÿ öü¹±ü¹ÿ÷ÿöwõ1DWH Üß1 ç[V÷ÿö~¿W1÷ü¿ü´¿}\ Þ~V÷ÿöx~ÿClickHouse ~{Og Þ~V÷ÿöw÷wt1 <u× Ýu× ÷ßg=²\f{ßÿ ýÕ ú²û¿´ð /ß÷ü¿ ÷ßg {ÿ Snowflake · ï ï DWH ߺ Elastic ï · · ýÀ{W ClickHouse ï ï ï ºüûù¶óÀü ClickHouse 1ú²û¿´ðV÷²1ýÀV÷²1÷ü¿¶·²ÿ¶¹²<yøw}»=/~øþ¢wy2
z|SaaS ßôüûµó÷úóÀ²¯v~{ÿ ³¹ø~óv SaaS ßôüû÷ü¿ß{ßxº¯_ÿ APM ´Vgøüü¹~¿»þ'¿þþzn Û©/z÷ü¿ß²or µó÷úóÀwßz´óµ´ø²ßqz |¹³¹øgùW
¹Áüùóúö³xgý u~O<u?Uþ~ú¿¸¹ø/ ýÀ²yv ÷vy»~¯û÷ yß÷v{¸»îÕþ'V÷þOO~ ú¹¿ ú²û¿´ð÷vý?~úß|Ý V÷~ïèg }ö{ow~r»µó÷ûwy_þU² êãÿý \~~/ß´ùóøøV»nw²_Üz w {{Web ú¿¸¹ø´API ³üû{oû µó÷úóÀ~~Þx{ÿ ~Þ ®n ùo·úúº ùóððµó÷úóÀ /Ûr\wùóðð{ßÖÿÏÿ10% øùõ³ó¿ß|ÎnÿýzôÛ ¸ùüùü¹ ¸ùü´u~~{Yö{ßÖ _Ü}û²Ýy»÷ôÛ øüü¹ùü¹ øùó¶¿·÷ó[OwßÖÿow½xu zt þ´¿ýµüó¹ôÛw~ÿí ûüûùü¹ URL 1ü¹ýó¹³üù{{ßxgþÞ} ßÖ {Û~Ýú¿¸¹ø~û}V÷
µó÷úóÀ~Ö}2 2 2 Ýzåy~o½ú¹¿ zz¸ùüñ¿üó|wku¼ztÿýg oöz_Ü~}û|ö÷ ÿ~øüóùV÷~þþOO öü¶ü_~êãO¿ {Ûöü¶ü~ßyz¯×}²ÿíw}zt »ó·÷óy_~³óö½¹ømy
³ó÷ù´²ó¹x»½õúö³~ºÜ ÷ÿþ²î{ztÿýg Ok²¿»¹~õí²¿yú¹¿
yßßÖ~ûüº »½õúö³'Ok}÷ ç~WY´ÕøOk²}ûy»±{y´ ùóø~ß['ñÛV÷|ß ¿þz¯×V÷ öü¶ü¯×~ßyzvëxñ¿üó}û~ ±{y÷ü¿|ß ×zû}û Ýÿö÷zð°´oöz_Ü~yoßö{ Û{yøüü¹|Ý
gß³¹øû÷~ït¹øüü¸ÿClickHouse zy~|{¸º1 <yß~´ùóø´ý°²ßcwv1¿þzßV÷{v=xtv²÷ ýüñ|ìou¼vt~y2
ClickHouse {¸»yßßÖ'V÷ ~{ÿ ¿w~ u]<u?]~w~÷w¹øüü¸ ³¹ø²Z ÷ü¿ß|[t{yûÿözWgU ¹øüü¸ ¿¸úñõ¹üþó¹ yß÷ü¿w²¿¸ú|¿ÿû<
uû WgU'´ó÷ó¿¹gùW{¸» }û÷ ÷ßz^/º÷·÷ó ¯¿ù¶ù´ºó÷üÿ¹w²Û ï{ëûÿý ClickPipes {¸»}[z÷ü¿×º¿ ¯×W ¹½üþ÷ßg JSON/TSV/CSV zy~ë°W'[ë °W÷ü¿{ÿß ×ö¹½üþ÷vwù5zýÀ_ ²µýüø
m}wÿClickHouse ~yßßÖoÏÏ ¯· »½õúö³ýÀÿSyslog, WAF, IDS ýÀzy²yyvClickHouse { Ä SOX
ÿß1O³¹ø÷ÿÿöxwvo ¿¿¸úwÞûu{oV²sÿ{¿ÿÿý e ³þü¹ ÿû~r¹¶»¯×ÿ¿úó¿1}1ü/²o¼z×ß Web ²¿»¹ýÀ1²÷ú´ùóø²Kafka }uwyßß[ u?Uü³üù²û[OwÖ'V÷w1ñü½úù´º{o ²üðm} ²üðÕ~y²¿·÷ó²ßÖwvðùó¹¿u´Ok¯ú~}û wßw/ ÿow/ ÷ü´ôü^gw~¯×ÿW ú²û¿´ð~÷ü´þU²V÷wv´ùóø¿u ï½óú² NetFlow/SFlow ÷ü¿²ClickHouse {׺¿1yß²ßc u~Gbps ~÷ü¿²ú²û¿´ð{÷v {ÛIP ~ñÛ}´wßwïß~ÿW²sf{߯
SRE/ ~ÿöUqÿyßøüü¹ ßÖ²ü½ö¿ñó ër} OpenTelemetry Collector: T~øüü ¹/ ýÀ~}\ßÖ ClickPipes:
Kafka, S3, PubSub zyx} [³~ ClickHouse: ¿w~'¿¿¸ú~W gUDB HyperDX: õû¹¿ó¿ÿWUI ÿQickSight ´Grafana ²oÿ {ù Datadog {~º¯ë°{ß[{z1y ßøüü¹²ß[ uöo<u~V~øüü¹÷ü¿²O ³¹øwýc »¹¿ðV÷¿¸úwþ¯~ÿW x÷|ÿý û~of~yoßöV÷²Ï{ tkú{ßý
y³zÿû{²¿´ó¿{óhw}»Oý¸ó¸ó ^/~÷ßg OSS ºü÷ó½ü¹xwv¯´óõù{^/ÿý Cloud þýü¸ùµüó¹xwvy{{oÛ BYOC zûù~ôÛw¿ù¶ùµüó¹xwvÛo m~wöü¹±ü¹ m~
óhw}»oÏ /ú POS V÷1ü¿þUV÷ ý° IoT ÷1u~}÷ ï'¯ ýÀV÷1×_÷ÿ þüÁö³óÀ ûÿnÛ1öü¶ü¯×V÷ <_²wt{=|~~svtzv²1ClickHouse z¹÷mxwvy{óh|ÿýwy2r¹¶»÷ü¿_ÿJSON, Parquet, Kafka, Fluentd {² ÿßwvt~y2
ùWzºö¶üðóúö³fu~øþ µó÷úóÀ~o·üó ³¹øv}|ówtôÛ /ß~\îú¿¸¹ø~÷ þUêã|oö~|\ yßßÖ~o·üó »½õúö³'÷ÿþ|r»|\ zz¸ùü¿üó~}û|ß ¯×V÷'AI {¸»ÏßV÷
ÿ´öúóù²÷ýüñ Ý·¹öðyßßÖ /kö·¹öðµó÷úóÀ ³¹øgùWxÿg~o ºö¶üóúö³<¿x»sx=|oîwy2µó÷úóÀxyßßÖ1}¼~¼~{g²vëw1ó¸ý¹ûüº{\¿{gùzfu²øþw ~w·v2 ~x±ÿClickHouse ÿk^ï~V÷¸ó¸ó 100x ÷vþUN ßg~V÷ÿöxwvu10 {¹u100 ]~¿ W²ßÿ PB ÷ü¿÷vý? ú¿´ø~÷ü¿w²¿tõ¹üþó¹ ²ýc 0 ç[·¹öðYö ç[´óõù²{wz|¹^/ÿý ClickHouse 1 vÿú²û¿´ð 1 Ýv²ÿóó°÷ü¿ 1 @ ys{w²tz|»ÿ÷ßz³~ 1~u{k^ï~V÷¸ó¸ów y2 oo{zq»ClickHouse Cloud |/®}u¼vt»~AWS wîúü¸÷ó~wy2öùxu³~ó¸ý¹² _º1úN{®u{vOut2
None
None