??? ???? ??? ????? ???????? ???? ???????
??????? ?????
| ???? ??????? | 2019 - 2030 |
|---|---|
| ??? ????? (2025) | 8.05 ????? ????? ?????? |
| ??? ????? (2030) | 15.31 ????? ????? ?????? |
| ???? ????? (2025 - 2030) | 13.98% CAGR |
| ???? ??? ????? | ???? ??????? ?????? |
| ???? ??? | ???? ??????? ?????? |
| ????? ????? | ????? |
???????? ?????????
*?????: ?? ??? ??? ???????? ????????? ?????? ???? ???? ? 黑料不打烊. ?????? ????? ????? CC BY 4.0. |
|
????? ??? ????? ???????? ???? ??????? ?????? 黑料不打烊
??? ??? ????? ??????? ?????? ???????? ???? ??????? 7.08 ????? ????? ?????? ?? 2025 ??? ??????? ?? ??? ??? 13.62 ????? ????? ?????? ????? 2030? ??????? ????? ??? ???? ???? ???? 13.98% ???? ???? ????????. ?????? ??????? ?????? ???? ?? ???? ????? ?? ??????? ??????? ???????? ??????? ??????? ?????? ????????? ?????? ????????? ???????? ?? ??? ???????? ??? ??????? ??????? ??? ???????. ?????? ????? ????? DRAM ????? ????? ??????? ??????? ??????? ??? CXL ??? ?? ?????? ????? ???????? ??? ??? ?????? ?? ????? ????? ??? ?????? ?? ??????? ???????? ??????. ???? ?????? ????? ??????? ?? ???????? ??????? ?????? ?????? ??????? ???????? ?? ????? ??? ???????? ??????? ????? ?????? ??? ????????? ??????. ???? ???????????? ????????? ?????? ??? ???? ??????? ????????? ?????? ??????? ?? ???????? ??????? ????? ?????? ???? ??????? ???????? ?????? ??? ???? ???????? ?????? ????? ????? ????? ?? ??????.
??????? ???????? ???????
- ??? ??? ????????? ????? ?????? ????????? ??? ???????? (OLTP) ?? 45.3% ?? ??? ??? ????? ???????? ???? ??????? ?? 2024? ????? ?? ??????? ?? ???? ???????? ??????? ?????????/????????? (HTAP) ????? ??? ???? ???? ???? 21.1% ??? 2030.
- ??? ??? ?????? ?????? ????????? ???? ?????? ???? ??????? ????? 55.4% ?? 2024? ??? ??????? ?? ????? ?????? ????? ??????? ???????? ????? ??? ???? ???? ???? 23.2% ??? 2030.
- ??? ????? ????????? ?????? SQL ???????? ??? ??? 60.4% ?? 2024? ????? ?? ?????? ?? ???? ??????? ?????? ??????? ???? ??? ???? ???? ???? 20.1% ??? 2025 ?2030.
- ??? ??? ???????? ?????? ???????? ??????? ???? 70.5% ?? ??? ??? ????? ???????? ???? ??????? ?? 2024? ?????? ??????? ??????? ????????? ???? ???? ??? ???? ???? ???? 18.1% ??? 2030.
- ??? ???????? ??????? ?????? ????????? ?? ????? ?????? ??? 40.3% ?? ??? ??? ????? ???????? ???? ??????? ?? 2024? ????? ?? ??????? ?? ????? ????? ????? ?????? ?????????/?????? ????? ????? ??? ???? ???? ???? 24.2% ??? 2030.
- ??? ????? ???????? ???????? ????? BFSI ???? ??????? ????? 28.2% ?? 2024? ???????? ?????? ????? ?????? ????? ????? ??? ???? ???? ???? 18.1% ??? 2030.
- ??? ?????????? ??????? ???? ??????? ?????? ??? 32.2% ?? ????????? ???????? ?? 2024 ???? ???? ??????? ????? ????? ??? ???? ???? ???? 17.1% ??? 2030.
??????? ???? ????? ??????? ?????? ???????? ???? ???????
????? ????? ????????
| ?????? | (~) % ??????? ??? ?????? ???? ????? ?????? ?????? | ????? ????????? | ?????? ?????? ??????? |
|---|---|---|---|
| ??????? ??????? ???????? ??????? ???? ????? ??? ??????? ??? ?? ???? ????? | +3.2% | ?????? ?? ????? ?? ?????? ???????? ???????? ???????? | ???? ????? (≤ ?????) |
| ?????? ????? DRAM ???????? ??????? ????? ??????/???????? ??? ???? ???? ?????? ????? ??????? ????? ????? | +2.8% | ?????? ?????? ???? ?? ????? ??????? ?? ???? ??????? ?????? | ????? ????? (2-4 ?????) |
| ?????? ????????? ???????? ?? BFSI ?????????? ???????? ????? ???? ?????? | +2.1% | ??????? ??????? ?? ?????? ???????? ???????? ????????? ?????? ??????? ????????? ?? ???? ??????? ?????? | ???? ????? (≤ ?????) |
| ????? HTAP ???? ????? ????? ?????? ?????????/?????? ????? ?? ??????? ?????? | +1.9% | ?????? ?? ?????? ????? ???????? ?? ??????? ???????? ??????? ???????? | ????? ????? (2-4 ?????) |
| ????? ??????? ??????? ??????? (???????? ???????? ?????? ??????? ????????) ???? ????? ????? ?????? ???? ??????? ????? | +2.4% | ??????? ?? ???? ??????? ??????? ????? ???????? ?? ?????? ???????? | ???? ????? (≥ 4 ?????) |
| ??????: 黑料不打烊 | |||
??????? ??????? ???????? ??????? ???? ????? ??? ??????? ??? ?? ???? ?????
???? ???????? ??????? ?????? ????? ???? ?????? ???????? ??? ?????? ??????? ??????? ???????? ??? ?????? ???????? ?? ??????????. ?????? ????? ??????? ??????? ??????? ?????? ??????? ????? ??????? ?? ????? ???????? ???????? ?????? ??? ??????? ??????? ??? ??????? ??? ?? ???? ????? ?? ??????? ???? ?? ?????? ??????? ?? ??? ???????. ???? Dragonfly 6.43 ????? ????? ?? ??????? ??? ??????? AWS Graviton3E? ??? ??? ????? ??? ???? ?????? ??????? ???? ?? ????? ????? ????????.[1]DragonflyDB, "2024 New Year, New Number," dragonflydb.io ???????? ??????? ?????? ??????? ??????? ????? ?????? ????????? ???????? ??? ??????? ??????? ????? ??????? ?? ??? ????????? ????? ??? ????? ??????? ??????? ??? ??? ??????? ????? ????? ??????.
?????? ?????? DRAM ???????? ??????? ???? ???? ?????? ????? ???????
????? ??????? ?????? ??????? ?????? DDR4 ?DDR5 ?? ????????? ????? ???? ????? Samsung CXL Memory Module Hybrid ??? ??????? ??? DRAM ?? ???????????? ??? ??? ??? ????? ????. ??? ????? ?????? ?????? ??????? ??? ??????? ??? ??? ?? ????? ??????? ?????? ????? ?????????. ???? ???????? ????? ?????? ??? ????? ?? ??????? ??? ??????? ??? ??????? SSD ????? ???? ?????? ????? ????????? ?? ????? ??????? ????? ?????? ??????. ??????? ???? ?? ????? ??????? ?? ???? ??????? ?????? ??? ??? ??? ??????? ???????? ??????? ???????? ??? ??????? ???????? ?????? ?????? ?? ????? ??????.
?????? ????????? ???????? ?? BFSI ??????????
???? ?????? ????? ??? ???????? ???????? ???? ????? ?????? ?????? ???????? ?? ??????? ???????? ???? Aerospike ?? ???????. ????? ????????? ????? ?????? ????? ????? ?????? ?????? ????? ???? ?????? ???????? ?? ????? ?????? ?????? ??? ???? ??????? ???????? ?? ?????? ????? ?????? ??? MongoDB ?????? ??????. ??????? ?? ?????? ???????? ??????? ????? ??????? ?? ??????? ???????? ?? ????? ??????? ??? ??? ????? ?????? ?????? ???? ??? ??????.
????? HTAP ???? ????? ????? ?????? ?????????/?????? ?????
????? ???????? ??????? ?????????/????????? ??????? ETL ?? ???? ????? ???????? ?????????? ?? ??? ???? ???????. ???? Oracle ????? ????? ??????? ???? HeatWave GenAI ???? ???? ??????? ????? ?????? ???????? ???????? ???????? ??? ???? ????????. ????? ????? ??????? ?????? ????? HTAP ?????? ???????? ????? ??????????? ??? ??? ??????? ???? ?? ??????? ?????? ?????? ???????? ??? ??? ????? ???????? ????? ?????.
????? ????? ??????
| ????? | (~) % ??????? ??? ?????? ???? ????? ?????? ?????? | ????? ????????? | ?????? ?????? ??????? |
|---|---|---|---|
| ????? ????? ?? ?????? ??? ??????? ????? ???????? ???? ??????? ???????? | -1.8% | ?????? ???? ???? ??? ???????? ?????? ???????? | ???? ????? (≤ ?????) |
| ????? ????? ?????? ?????? ???????? >40 ???????? | -1.2% | ?????? ??? ???????? ?? ?????? ???????? ???????? ???????? | ????? ????? (2-4 ?????) |
| ?????? ????? ???????? (???? ????? ??? ??????? ??????? ??????? ?????? ?????? ???????? ?????????) ??? ?? ????? ???????? ??????? | -0.9% | ??????? ????????? ?????? ?? ????? ??? ?????? ????? ?????? ???????? | ???? ????? (≥ 4 ?????) |
| ??????: 黑料不打烊 | |||
????? ????? ?? ?????? ??? ????????? ????????
????? ????? ????? Redis ?? 2024 ?? ??? ???????? ?? ????????? ????????? ??? ??? AWS ?Google ?Oracle ???? ??? Valkey ??? ????? Linux. ???????? ???? ??? ??????? ??????? ????? ???????? ?????? ??????? ????? ?????? ??????? ??? ???? ????? ??????. ?????? ???????? ????? ????? ????? ????? ????? ???????? ????????? ??? ??? ????????? ???? ?????? ??? ??????? ???? ?????? ????? ???? ???????.
????? ????? ?????? ?????? ????????? ???????
????????? ?????? ?? 40 ???????? ????? ????? ???????? ???? ??? ??? ????? ????? ?????? ?????? ?????????. ??? ????? ?????? ??????? Redis ???? ???? ??????? ????? ????? Dragonfly ?????? ???? ??? ?? ??? ????? ????? ?????? ?????. ????? ????? ?? ??????? ??????? ???? ????? ???? ???? ????? ????? ?? ??? ???? ??????? ???????? ??????? ??? ???????? ?????? ??????? ??????? ???? ???? ?? ?????? ??????.
????? ????????
??? ??? ????????: HTAP ???? ?????? ?????
???? ???? OLTP 45.3% ?? ??? ??? ????? ???????? ???? ??????? ?? 2024? ?????? ???????? ??????? ??? ????? ????? ??????????? ????? ??????? ??? ?????? ???????? ??????????? ?????? ????? ????? ???????. ????? ????? ??? ??????? ??????? ?????? ?? ???? ????? ?????? ACID? ?? ??? ???????? ????? ???? ?????????? ??? ?? ???? ?????. ?????? ??? OLAP ?????? ?????? ????????? ??????? ??????? ????? ??? ???? ??? ?????? ????????? ??? ?????? ???? ?????.
??? HTAP ????? ???? ??? ???? ???? ???? 21.1% ?? 2025 ??? 2030 ??? ??? ??????? ??? ????? ?????? ???????. ????? ???? GridGain ??????? ??? ??? 1,000× ??? ??????? ??????? ??? ????? ?? ?????? ??? ??? ANSI SQL-99.[2]GridGain Systems, "Hybrid Transactional/Analytical Processing (HTAP)," gridgain.com ?????? ??????? ?? ????? ?????? ?????? ????? ??????? ?????? ?????? ???????? ??????? ????????? ??? ??? HTAP ??????? ???????. ??????? ??? ??????? ?????? ?? ??????? ???????? ?????? ??? ???????? ??????????? ?????? ??? ????? ???????? ???? ??????? ??? ????????? ???????.
??????: ??? ???????? ????? ???????? ??????? ?????? ??? ???? ???????
??? ??? ?????: ??????? ??????? ???? ????? ??????
??????? ????????? ???? ?????? ??? 55.4% ?? ??????? 2024 ??? ???????? ??????? ????? ??????? ??????? ??? ????? ???????? ?????? ?????? ?????? ???????. ?????? ????? ???????? ??????? ?????? ?????? ?? ????? ???????? ???? ??????? ????? ??????? ??? ?? ??? ???????? ??????. ?????? ????? ????????? ?? ???? ????? ??? ?????? ??????? ??????? ??????? ??????? ??????? ????? ????? ?????? ???????.
????? ?????? ????? ??????? ???????? ???? ???? ??? ???? ???? ???? 23.2%? ?????? ????????? ??????? ??????? ?????? ??????? ????????. ???????? ??????? ???? ????? 300 ???????? ??????? ??? ????? ?????? ???? ??????? ?????? ??????? ???????. ??? TDengine ????? ?? 10× ??? Elasticsearch ?? ?????????? ???????? ??????? ?????? ??? ?????? ????? ??? ??????. ??? ???????? ??????????? ?????? ??? ???? ??????? ???? ?????? ?????. ?????? ???? ??? ?? ????? ?????? ???????? ??? ?????? ???????? ????? ???? ?? ??? ???? ?? ?????? ????? ???? ??? ????? ???????? ???? ???????.
??? ????? ????????: ??????? ?????? ??????? ????? ??????
?????? ?????? SQL ????????? ?? 60.4% ?? ????????? ?? 2024 ??? ???? ?? ??? ????????? ??????? ???????? ???? ?????? ????????. ????? ??????? ?? ????? ????? ??????? ????????? ?????? ??? ???????? ????????? ??? ?? ???? ????? ??????? ?????. ???? NoSQL-?????-????? ?????? ??? ?????-?????? ???????? ?????? ????? ???? ????? ??? ????.
????? ??????? ?????? ??????? ???? ??? ???? ???? ???? 20.1% ??? ????? ????? ????? ?????? ????????? ??????? ?????? ??????? ??????? ????????? ????? ??? ??????. ???? Hazelcast ??? ?????? ???? APIs ?????-???? ?????????. ??? ????? ???????? ???????? ?? ???? ????? ???? ??? ??????? ???????? ???? ?????????? ?????? ?????? ????????? ?????????? ????? ???????? ????? ????????. ??? ????? ????? ????? ??? ????? ???????? ???? ??????? ??? ????? ???????? ?????????.
??? ??? ???????: ??????? ??????? ????????? ???? ?????? ???????
??????? ???????? ??????? ??? 70.5% ?? ????????? ?? 2024 ???? ????? ??? ????? ??????? ????? ?????? ?????????? ???????? ??????? ????? ?????? ???????. ?????? ???????? ??????? ????????? ?????? ??????? ??????? ?? ??????? ????? ?? ???????? ?? DRAM ???? ????????? ???????. ?????? ??? ????????? ????? ?? ???????? ??????? ??? ????????.
?? ??????? ?? ????? ??????? ??????? ????????? ????? ??? ???? ???? ???? 18.1% ?? ???? ??????? ???????. ???? AWS Aurora DSQL ???? ?????? SQL ??????? ?? ???? ????? ?? ???????. ???? ??????? ???????? ??? ????? ???????? ???? ??????? ??????? ??? ??? ??????? ????? ??????? ??????? ??????? ??????? SaaS ??? ????? ???? ????????. ??? ElastiCache ?? Valkey ??? ?? ????? ???????? ?????? ????? ?????? ?????????? ??? ??? ????? ???????? ???? ??????? ??? ??????? ??????? ??????????.
??? ???????: ????? ????? ?????? ?????????/?????? ????? ???? ????????
?????? ?????? ????????? ?? ????? ?????? ????? ????? ??? 40.3% ?? 2024? ?? ????? ?????? ??????? ????? ?????? ??????? ?????? ??? ?????????? ???????. ????????? ????????? ???? ????? ????????? ??????? ??????? ????????? ?????????? ????? ?????? ??? ?????? ????? ??????? ?????? ????????? ?????? ???????.
?? ??????? ?? ????? ????? ????? ?????? ?????????/?????? ????? ????? ??? ???? ???? ???? 24.2% ??? ???? ???????? ????? ???????? ?????????? ?????? ?? ????? ???????? ?????????. ?????? Microsoft Managed Retention Memory ?????? ??? ????????? ?? ????? ????? ????? ???????. ????? ???? ????????? ???? ?????? ???????????? ?????? ????? WAN ??? ????? ??????? ??????? ??????. ????? ????? ??????? ???? ???? ??????? ACID ?? ?????? ??? ????? ???????? ???? ?? ????? ??? ??????? ??? ????? ???????? ???? ??????? ????????.
??? ????? ???????? ???????: ??????? ?????? ???? ?????? ??????
??????? BFSI ??? 28.2% ?? ????????? ?? 2024? ????? ???????? ?????? ??????? ???? ??????? ???? ????????. ???????? ????????? ??????? ?? ????? ?????? ???????? RTO ??????? ???? ????????? ???????. ????????? ???? ????????? ?? ??????? ?????? ?????? ???? ????? ???????? ?????? ??? ??? ?????.
??????? ?????? ????? ?????? ???? ???? ???? ??? ???? ???? ???? 18.1%. ???? Corti ???? ????? ?????? ????????? ?????? ????? ?????? ?????? ??????? ?????? ???? ???????. ????? ??????? ?????? ??????????? ????? ????? ?????? HTAP ?????? ????????? ?????? ???????? ?????? ???? ??????? ???????? ?????????. ??????? ?????? ?? ??????? ????????? ???????? ??????? ?? ?????? ???????? ?????? ??? ???? ????? ????? ???????? ???? ??????? ?????????.
??????? ????????
???? ???? ??????? ?????? ???? ????? ?????? ??? 32.2% ?? 2024 ?????? ??? ???? ???? ??? ???? ???? ???? 17.1%. ????? ??????? 4.0 ??????? ?? ????? ???????? ?????? ???? ????? ??????? ???? ????? ????? ?????? ?????? ?? ??????? ?????? ???? ????? MES ??? ?? ???????. ???? ????? ?????? ???? ?? 100,000 ????? ????????? ??????? ?? ??? MES 4.0? ??? ???? ???? ?????? ????? ???????. ?????? ?????? ??? ?????? Nautilus ????? ?????? ??????? ????? ??????? ?????? ???????? ??? ??????? ??????? ????????.[3]Nautilus Technologies, "Tsurugi MCP対応版をOSSにてリリース," prtimes.jp
???? ?????? ???????? ????? ?????? ??? ????? ????????? ???????? ??? ??????? ??????? ????????? ??????? ???? ?????? ???????? ????? ???????. ???? Oracle ?Google ???????? ?????? ????? ????? ?????? Oracle ?????? ??? Google Cloud? ?????? ????? SQL ??????? ?? ?????? ?????? ?????????. ????? ??? ????? ??????? ?? ??????? ??? ?????? ?????? ??? Dragonfly? ?????? ???????? ????????.
?????? ???? ?????? ????? ???????? ??? ??????? ?????? ?????? ????????? ????? ?????? ??????? ??????? ?????? ????????? ???? ?????? ????? ?? ??????? ??????? ?? ????? ???????? ???????. ???? Oracle ????? Database@Azure ??? ????? ?????? ?? ??????? ???????? ?????? ????? ???????. ?????? ???? ????? ?????? ??? ??????? ?????? ?????? ?????? HTAP ?????? ??????? ?????? ????????? ??? ??? ???????? ???????.
????? ?????? ???????? ??????? ?? ?????? ?????? ??????? ?????? ?????? ????? ??????? ????? ??? ?????? ??? ??????? ??????? ??????? ???????? ???? ????? ??????? ?? ????? ??????. ?????? ???????? ?????? ?????? ?? ?????? ??????? ???????? ???????? ???????? ??? ??? ??? ???????? ????? ??? ????????? ??????? ??????? ??? ??????? ???????. ??? ?? ??????? ?????? ?? ????? ????????? ??? ????????? ????? ?? ??????? ??? ?????? ??????? ???? ????? ???????? ???? ???????.
?????? ????????
??? ??? ????? ???????? ???? ??????? ????? ???????? ?? SAP ?Oracle ?Microsoft ?IBM ?????? ?? ????? ??????? ??????? ???????? ??????? ???????. ????? ????? ???? ????? ???????? ???? ????? ???????? ??????? ?????? ?????? ??????? ?? ??????? ??????? ??????? ???????. ???? ????? Redis ?? ??????? ???????? ??? ????? Valkey? ?????? ??? ???? ?????? ??????? ????? ????? ?????? ?????????.
???????? ????????? ??? Aerospike ?Hazelcast ??????? ??? ??? ??????? ????? ???? ?????? ??? ???? ?????? ??????? ??? ??? ????????. ???? Aerospike ?? PayPal ???? ?????? ??? ?????? ?????? ???????? ?? ????? ?????? ??? ??????? ???????. ???? Hazelcast Platform 5.5 ?? ?????? ????? ???? ??????? ?? ?????? ?????????.[4]Hazelcast, "Announcing Hazelcast Platform 5.5 Release," hazelcast.com ??? Dragonfly ???? ????? ????? ?? Redis ?????? ???? ????? ?????? ??????? ???????? ?? ????? ????????.
????????? ???????????? ??????. ??????? Oracle ?? ????? 2025 ?? Google Cloud ???? ???????? ?? ??? ????? ???????? ?????? ????? ?????? ????????? ??? ?????? ???? ??? ???????. ???? AWS ?????? ???? ??????? ???? ???? ????? ??????? ?????? ???? ?? ????? ???????? ?? ???????. ?????? ????? ???? ????? ??? ??? ?????? ?????? ?????? ?????? ????????? ?????????? ????? ????? ??? ???????? ????? ?????? ????? ?? ?? ???? ????????? ???? ???????? ??????.
???? ????? ????? ???????? ???? ???????
-
IBM Corporation
-
Microsoft Corporation
-
Oracle Corporation
-
SAP SE
-
TIBCO Software Inc.
- *?????: ?? ??? ??? ???????? ????????? ?????? ????
???????? ???????? ???????
- ???? 2025: ????? AWS ?? ?????? ????? ?? Amazon Aurora DSQL ?????? ?????? ?????? ?? SQL ?????? ?? ???? ????? ?? ???????.
- ???? 2025: ????? Amazon ElastiCache ?MemoryDB ????? ?? Valkey 7.2? ????? ????? ????? ?????? ?????? ??????.
- ????? 2025: ???? Oracle ?Google Cloud ?? ?????? ????? ???? ????? ????? ?????? Oracle ?????? ??? Google Cloud.
- ???? 2025: ????? AWS ?????? ???? ??????? ???? ????? ??? Swami Sivasubramanian ???? ?????? ????????? ?? ?????? ??????? ?????? ????????.
???? ????? ????? ??????? ?????? ???????? ???? ???????
????? ???????? ???? ??????? ?? ????? ????? ???? ???? ???? ???????? ??? ?? ???? ?? ???????? ??? ??? ????? ???????? ???? ???? ????????? ??? ??????? ?? ????? SSD. ????? ???????? ?? ??????? ???? ?????? ????? ?? ??? ????? ?? ???? ????? ??????? ?????? ?????.
??? ????? ???????? ???? ??????? ???? ??? ??? ??????? (????? ?????? ?????)? ????????? ??????? (BFSI? ???????? ??????? ????????? ??????? ??????? ????????? ??????? ??????? ????????? ????????? ??????????? ??????)? ?????????? (?????? ???????? (???????? ???????? ????)? ?????? (???????? ??????? ???????? ?????? ????? ??????)? ???? ??????? ?????? (?????? ?????? ???????? ????? ???? ??????? ??????)? ????? ??????).
????? ????? ????????? ????? ?? ??? ?????? (????? ????? ??????) ????? ???????? ???????? ?????.
| OLTP |
| OLAP |
| ???????? ??????? ?????????/????????? (HTAP) |
| ???? ?????? |
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| ???????? (SQL) |
| NoSQL (?????-????? ?????? ??? ?????) |
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| BFSI |
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???? ??????? ?????? ????? ?? 32.2% ?? ????????? ?? 2024 ??? ??????? ?? ???? ???? ??? ???? ???? ???? 17.1% ??? 2030.
????? ????? HTAP ???? ?????? ??? ?????? ??????????
HTAP ???? ???????? ??????????? ??????????? ????? ????????? ?? ????? ?????? ??? ??????? ETL? ??? ???? Oracle HeatWave GenAI.
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