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水冷×AI×ESG:次世代DCの挑戦  Liquid Cooling × AI × ESG:...

水冷×AI×ESG:次世代DCの挑戦  Liquid Cooling × AI × ESG: Challenges for the Next-Generation Data Center

Presented at IBM TechXchange Summit Japan 2025 (December 3, 2025) by Daisuke Hiraoka (IBM Japan) and Shoichiro Sakaigawa (Getworks Inc.).

This session covers a proof-of-concept (PoC) deployment of GPU observability in a container-style data center located in Yuzawa, Niigata, Japan. Using NVIDIA DCGM Exporter and OpenTelemetry Collector, the team achieved real-time monitoring of 8 NVIDIA H200 GPUs — resulting in approximately 80% reduction in GPU power consumption (5,520W → 1,062W) and a 35°C drop in GPU temperature through workload rebalancing.

The presentation also explores the facility's groundwater-assisted cooling infrastructure, renewable energy integration, and the roadmap toward PUE/WUE visibility and ESG reporting.

This PoC has since moved to production (January 2026). The extended pipeline — including SNMP-based cooling telemetry from in-row air coolers and liquid-cooling CDUs — is the subject of our KubeCon + CloudNativeCon Japan 2026 submission.

Speakers:
- Shoichiro Sakaigawa — IBM Champion, System Manager / AI Expert, Getworks Inc.
- Daisuke Hiraoka — IBM Champion, Advisory Automation Technical Specialist, IBM Japan

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Daisuke Hiraoka

March 28, 2026
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  1. ˜*#.$PSQPSBUJPO IBM TechXchange Summit Japan 2025 ਫྫྷº"*º&4(࣍ੈ୅%$ͷ௅ઓ גࣜձࣾήοτϫʔΫε γεςϜϚωʔδϟ"*ΤΩεύʔτ ڥ઒

    ষҰ࿠ ೔ຊΞΠɾϏʔɾΤϜגࣜձࣾ ςΫϊϩδʔࣄۀຊ෦ ΦʔτϝʔγϣϯɾςΫχΧϧɾεϖ γϟϦετ ฏԬେ༞ (
  2. ˜*#.$PSQPSBUJPO )ºج ࣮࣌ؒূϩά ൈਮ ։࢝ DCGM: OK Total Samples: 7,174

    SCHEDULE: 0-15min: Baseline 150-270min: OPTIMIZED 15-135min: MAX POWER 270-360min: Final KEY EVIDENCE: [Baseline] 614W 32›C (300 samples) [MAX POWER] 5,520W 75›C (2,400 samples) [OPTIMIZED] 1,062W 40›C (2,400 samples) RESULT:4,458W࡟ݮ (80%ޮ཰Խ)
  3. ˜*#.$PSQPSBUJPO ઇࠃσʔλʔηϯλͰͷ࣮࣌ؒଌ݁Ռ ݁Ռ 8࡟ݮ ޮ཰Խ ౷ܭతʹۃΊͯ৴པੑͷߴ͍ αϯϓϧʹΑΔ࣮ূσʔλʔ ޮ཰Խ཰  

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  4. ˜*#.$PSQPSBUJPO ޮ཰Խͷ࣮ূܭثͱυϥΠόʔͷؔ܎ 'ϨʔεͰͷྫ͑  *OTUBOBš ࠷ߴͷܭثύωϧ ਫ਼ີͳՄࢹԽɾ؂ࢹ ϑϧෛՙ 8ˠฏ४Խ 8

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      ΠϯϑϥͱΞϓϦΛ౷߹తʹ؂ࢹ͠ਅͷޮ཰ԽΛ࣮ݱ *OTUBOBšͷΠϯϑϥˠΞϓϦ౷߹؂ࢹͰ ݟ͑ͳ͍ࣦഊ ౦ژͷ࿩୊ͳͷʹେࡕΛ঺հ͢Δ"* ΛൃݟͰ͖Δ ΞϓϦґଘؔ܎Ϛοϓ
  7. ˜*#.$PSQPSBUJPO ·ͱΊrະདྷΛͱ΋ʹͭ͘Δ ͜ͷ࣮ূͰൃݟͨ͠ະདྷΛ օ༷ͱڞʹͭ͘Γ͍ͨͱࢥ͍·͢  • ࣗવͱςΫϊϩδʔ͕ڞଘ͢Δ ৽͍͠σʔληϯλͷΧλν • (16Մ؍ଌੑʹΑΔޮ཰Խͱ

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  8. ˜*#.$PSQPSBUJPO ϫʔΫγϣοϓɺηογϣϯɺ͓Αͼࢿྉ͸ɺ*#.·ͨ͸ηογϣϯൃදऀʹΑͬͯ४උ͞ΕɺͦΕͧΕಠࣗͷݟղΛ൓өͨ͠΋ͷͰ͢ɻͦΕΒ͸৘ใఏڙͷ໨తͷΈͰ ఏڙ͞Ε͓ͯΓɺ͍͔ͳΔࢀՃऀʹରͯ͠΋๏཯త·ͨ͸ͦͷଞͷࢦಋ΍ॿݴΛҙਤͨ͠΋ͷͰ͸ͳ͘ɺ·ͨ*#.੡඼΍αʔϏε͕͓٬༷ʹద༻͋Δಛఆͷ๏ྩʹద߹͢ Δ͜ͱΛอূ͢Δ΋ͷͰ΋͋Γ·ͤΜɻຊߨԋࢿྉʹؚ·Ε͍ͯΔ৘ใʹ͍ͭͯ͸ɺ׬શੑͱਖ਼֬ੑΛظ͢ΔΑ͏౒Ί͓ͯΓ·͕͢ɺʮݱঢ়ͷ··ʯఏڙ͞Εɺ໌ࣔ·ͨ ͸໧ࣔʹ͔͔ΘΒͣɺ঎ۀੑɺಛఆͷ໨త΁ͷద߹ੑɺඇ৵֐ੑΛؚΊɺ͍͔ͳΔอূ΋൐Θͳ͍΋ͷͱ͠·͢ɻຊߨԋࢿྉ·ͨ͸ͦͷଞͷࢿྉͷ࢖༻ʹΑͬͯɺ͋Δ͍ ͸ͦͷଞͷؔ࿈ʹΑͬͯɺ͍͔ͳΔଛ֐͕ੜͨ͡৔߹΋ɺ*#.͸੹೚ΛෛΘͳ͍΋ͷͱ͠·͢ɻ ຊߨԋࢿྉͰݴٴ͞ΕΔ*#.੡඼ɺϓϩάϥϜɺ·ͨ͸αʔϏε͸ɺ*#. ͕ϏδωεΛߦ͍ͬͯΔ͢΂ͯͷࠃɾ஍ҬͰ͝ఏڙՄೳͳΘ͚Ͱ͸͋Γ·ͤΜɻຊߨԋࢿྉͰݴٴ͞ΕΔকདྷͷల๬ʢ੡඼ϦϦʔε೔෇΍੡඼ػೳΛؚΉʣ͸ɺࢢ৔ػձ ·ͨ͸ͦͷଞͷཁҼʹج͍ͮͯ*#.ಠࣗͷܾఆݖΛ΋͍ͬͯͭͰ΋มߋͰ͖Δ΋ͷͱ͠ɺকདྷͷ੡඼·ͨ͸ػೳ͕࢖༻ՄೳʹͳΔ͜ͱɺ΋͘͠͸ಛఆͷ݁ՌΛ֬໿͢Δ͜ ͱΛҙਤ͢Δ΋ͷͰ͸͋Γ·ͤΜɻຊߨԋࢿྉ͸ɺݴٴ͞ΕΔ

    *#.੡඼·ͨ͸αʔϏεʹద༻͋Δܖ໿৚݅Λมߋ͢Δ΋ͷͰ΋ɺ௥Ճͷද໌·ͨ͸อূΛҙਤ͢Δ΋ͷͰ ΋͋Γ·ͤΜɻ ຊߨԋࢿྉʹؚ·Ε͍ͯΔ಺༰͸ɺࢀՃऀͷ׆ಈʹΑͬͯಛఆͷ݁Ռ͕ੜ͡Δͱड़΂Δɺ·ͨ͸҉ࣔ͢Δ͜ͱΛҙਤͨ͠΋ͷͰ΋ɺ·ͨͦͷΑ͏ͳ݁ՌΛੜΉ΋ͷͰ΋͋ Γ·ͤΜɻ ύϑΥʔϚϯε͸ɺ؅ཧ͞Εͨ؀ڥʹ͓͍ͯඪ४తͳ*#.ϕϯνϚʔΫΛ࢖༻ͨ͠ଌఆͱ༧ଌʹج͍͍ͮͯ·͢ɻϢʔβʔ͕ܦݧ͢Δ࣮ࡍͷεϧʔϓοτ΍ύ ϑΥʔϚϯε͸ɺϢʔβʔͷδϣϒɾετϦʔϜʹ͓͚ΔϚϧνϓϩάϥϛϯάͷྔɺೖग़ྗߏ੒ɺετϨʔδߏ੒ɺ͓Αͼॲཧ͞ΕΔϫʔΫϩʔυͳͲͷߟྀࣄ߲Λؚ Ήɺ਺ଟ͘ͷཁҼʹԠͯ͡มԽ͠·͢ɻ͕ͨͬͯ͠ɺݸʑͷϢʔβʔ͕͜͜Ͱड़΂ΒΕ͍ͯΔ΋ͷͱಉ༷ͷ݁ՌΛಘΒΕΔͱ֬໿͢Δ΋ͷͰ͸͋Γ·ͤΜɻهड़͞Ε͍ͯ Δ͢΂ͯͷ͓٬༷ࣄྫ͸ɺͦΕΒͷ͓٬༷͕ͲͷΑ͏ʹ*#.੡඼Λ࢖༻͔ͨ͠ɺ·ͨͦΕΒͷ͓٬༷͕ୡ੒ͨ݁͠Ռͷ࣮ྫͱͯࣔ͠͞Εͨ΋ͷͰ͢ɻ࣮ࡍͷ؀ڥίετ͓ ΑͼύϑΥʔϚϯεಛੑ͸ɺ͓٬༷͝ͱʹҟͳΔ৔߹͕͋Γ·͢ɻ *#.ɺ*#.ͷϩΰɺJCNDPN͸ɺੈքͷଟ͘ͷࠃͰ๏తʹొ࿥͞Εͨɺ*OUFSOBUJPOBM#VTJOFTT.BDIJOFT$PSQPSBUJPOͷ঎ඪͰ͢ɻͦͷଞͷ੡඼໊ɾαʔϏε໊͸*#.· ͨ͸ଞࣾͷ঎ඪͰ͋ΔՄೳੑ͕͋Γ·͢ɻ*#.঎ඪͷ࠷৽Ϧετ͸ɺ΢Σϒ্ͷʮஶ࡞ݖ͓Αͼ঎ඪ৘ใʯʢ XXXJCNDPNKQKBMFHBMDPQZUSBEFTIUNM ʣͰ֬͝ೝ͍ͨ ͚ͩ·͢ɻ /7*%*"šɺ/7*%*"ͷϩΰɺ/7*%*"š)ɺ/7*%*"š)ɺ/7*%*"š#ɺ /7*%*"š%$(.ä͸ɺถࠃ͓Αͼͦͷଞͷࠃʹ͓͚Δ/7*%*"$PSQPSBUJPOͷ ঎ඪ·ͨ͸ ొ࿥঎ඪͰ͢ɻ 4DIOFJEFS&MFDUSJDä͸ɺ4DIOFJEFS&MFDUSJD4&·ͨ͸ͦͷؔ࿈ձࣾͷ ঎ඪ·ͨ͸ొ࿥঎ඪͰ͢ɻ ຊߨԋࢿྉʹهࡌ͞Ε͍ͯΔήοτϫʔΫε͸ɺגࣜձࣾήοτϫʔΫεΛࢦ͠·͢ɻಉࣾ͸ɺຊߨԋࢿྉͷ࡞੒͓Αͼൃදʹڠྗ͠ɺࢿྉ಺ͷࣸਅΛఏڙɾঝೝ͍ͯ͠ ·͢ɻ ࣸਅ಺ʹࣸΓࠐΜͰ͍Δଞࣾͷ঎ඪɾϩΰ͸ɺ࣮ࡍͷσʔληϯλ؀ڥ΍లࣔεϖʔεΛߏ੒͢ΔػثɾύʔτφʔͷҰ෦ͱͯ͠෇ਵతʹࣸΓࠐΜͰ͍Δ΋ͷͰ ͋Γɺ͜ΕΒͷاۀͷ੡඼ɾαʔϏεΛએ఻ɾਪ঑͢Δҙਤ͸͍͟͝·ͤΜɻ ௨஌ͱ໔੹ࣄ߲