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Pinnwand
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11675 Einträge auf 1168 Seiten
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» Willa aus Zoetermeer |
05.09.2026 um 23:32 Uhr |
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| 11674 |
» Eddy aus Citerna |
05.09.2026 um 10:58 Uhr |
| You've gotten wonderful info in this article. |
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| 11673 |
» Dwayne aus Hickory Hills |
04.09.2026 um 9:42 Uhr |
Abstract:LLMs are more and more used for software program modernization, code translation, and database migration. However, LLM-based mostly Oracle2PostgreSQL migration stays constrained by high token consumption, long-context degradation, dialect-specific semantic differences, and the danger of semantic drift during query transformation. Direct inclusion of giant Oracle SQL/PL-SQL artefacts, schema definitions, procedural logic, and migration instructions into the model context increases price and may scale back technology high quality.
This paper exhibits token optimization as a constrained transformation drawback in LLM-based mostly Oracle2PostgreSQL migration. The study formalizes and evaluates twelve token optimization strategies: baseline representation, context pruning, minification, DSL-based semantic compression, metadata augmentation, context refactoring, schema distillation, adaptive routing, AST-primarily based minification, identifier masking, output constraint enforcement, and hybrid optimization. The methods are evaluated on samples of 10 and 100 Oracle SQL queries using Valid Syntax Rate, Exact Match, Semantic Match, CodeBLEU, and Token Efficiency.
The results show that mild context pruning preserves semantic high quality almost on the baseline stage, achieving 89.75% Semantic Match on the 100-query pattern compared with 89.80% for the unoptimized baseline. Adaptive routing offers one of the best practical commerce-off, decreasing enter tokens by 8.72% and output tokens by 5.49% whereas sustaining 88.40% Semantic Match and growing Token Efficiency by 6.67%.
Aggressive schema distillation will increase Token Efficiency by 132.22% however results in a 44.50-share-point decrease in Semantic Match. The findings exhibit that token optimization cannot be treated as easy immediate shortening; it have to be evaluated as a multi-goal migration downside balancing price, syntactic validity, semantic preservation, and structural fidelity. |
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| 11672 |
» Alfred aus Delan |
04.09.2026 um 8:03 Uhr |
hey there and thank you for your information ?
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Make sure you update this again very soon. |
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| 11671 |
» Florrie aus Paderborn Schlo? Neuhaus |
04.09.2026 um 6:34 Uhr |
| You've gotten very good knowlwdge listed here. |
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| 11670 |
» Sybil aus Hyeres |
04.09.2026 um 4:57 Uhr |
| Just wanted to stress I am just ecstatic I happened onto your website page! |
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| 11669 |
» Margarita aus Cagliari |
03.09.2026 um 20:14 Uhr |
High triglycerides diet is required food items lower the levels of excessive triglycerides, a type of fat, in the body.
After eating, the body converts the calories that it doesn’t need into triglycerides and stores them as a future energy source. Triglycerides are integral to a body’s proper functioning, however, excessive amounts of them can make one more prone to the risk of heart diseases.
Following are some pointers from the high triglycerides diet plan to reduce the amount of triglycerides in the body: 1. Limit your sugar intake - Extra sugar gets converted into triglycerides and gets stored in the fat cells increasing the scope of heart diseases.
Therefore, minimizing sugar consumption by avoiding fruit juices, sugar-sweetened beverages and soda and instead replacing them with water is known to reduce triglyceride levels in the blood. 2. Reduce saturated and trans fats - Saturated and trans fat is the fat commonly found in fast foods, processed foods, packaged foods, and baked foods to increase their shelf life. |
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| 11668 |
» Miquel aus Zwolle |
03.09.2026 um 7:06 Uhr |
| You've gotten the most effective online sites. |
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| 11667 |
» Jerome aus Buffalo River |
03.09.2026 um 6:40 Uhr |
| Amazing Web page, Maintain the fantastic job. Thank you! |
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| 11666 |
» Cary aus Spijkenisse |
03.09.2026 um 0:02 Uhr |
| I like reading through your web sites. thnx! |
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