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在无人驾驶、智能交通、物联网等领域，编码技术发挥着至关重要的作用。其中，无人区一码、二码、乱码是三种常见的编码方式，它们在应用场景、编码规则和功能上存在一定的区别。本文将为您详细介绍这三种编码方式的特点和区别。 一、无人区一码 无人区一码，顾名思义，是指在一码系统中，每个设备或物体都有一个唯一的编码。这种编码方式在无人驾驶、智能交通等领域应用广泛。以下是无人区一码的特点： 1. 唯一性：每个设备或物体都有一个唯一的编码，便于识别和管理。 2. 简单性：编码规则相对简单，易于实现和维护。 3. 扩展性：可根据实际需求增加或减少编码位数，适应不同场景。 二、无人区二码 无人区二码，即在无人区一码的基础上，增加了一种辅助编码。这种编码方式在物联网、智能仓储等领域应用较多。以下是无人区二码的特点： 1. 唯一性：每个设备或物体仍然保持唯一性，便于识别和管理。 2. 辅助性：辅助编码可以提供更多信息，如设备类型、生产日期等。 3. 复杂性：编码规则相对复杂，需要更多的编码位和计算资源。 三、乱码 乱码，顾名思义，是指编码没有规律，无法直接识别的编码方式。在无人驾驶、智能交通等领域，乱码主要用于数据加密和身份验证。以下是乱码的特点： 1. 加密性：乱码可以有效地防止数据被非法获取和篡改。 2. 不可预测性：乱码的编码规则难以预测，增加了安全性。 3. 复杂性：乱码的生成和解码过程相对复杂，需要专门的算法和计算资源。 无人区一码、二码、乱码的区别主要体现在以下几个方面： 1. 应用场景：无人区一码适用于需要唯一标识设备或物体的场景；无人区二码适用于需要额外信息辅助识别的场景；乱码适用于需要加密和身份验证的场景。 2. 编码规则：无人区一码和二码的编码规则相对简单，易于实现；乱码的编码规则复杂，难以预测。 3. 功能：无人区一码主要用于标识和识别；无人区二码在标识和识别的基础上，增加了辅助信息；乱码主要用于加密和身份验证。 总之，无人区一码、二码、乱码在无人驾驶、智能交通、物联网等领域有着广泛的应用。了解它们的特点和区别，有助于我们在实际应用中选择合适的编码方式，提高系统的安全性和可靠性。

TMTPOST --   Chinese telecommunications giant Huawei unveiled a sweeping expansion of its artificial intelligence computing ambitions on Thursday, announcing new supercomputing systems powered by its in-house Ascend chips. The move signals escalating competition with U.S. chipmaker Nvidia, the global leader in AI processors.AI-generated imageAt its annual Huawei Connect conference in Shanghai, the company introduced the forthcoming "Atlas 950 SuperCluster," which it said will begin rolling out as early as next year. The announcement underscores Huawei ’ s determination to challenge U.S. dominance in advanced AI hardware despite Washington ’ s tightening export controls on semiconductors."The competition has undeniably arrived and is gaining momentum," an Nvidia spokesperson said. "Customers will choose the best technology stack for running the world ’ s most popular commercial applications and open-source models."U.S. restrictions have cut China off from the most advanced chips needed to train large-scale AI models, forcing Chinese firms to rely on domestically developed processors or stockpiles of older foreign components. Huawei, long targeted by U.S. sanctions, has turned to large-scale clustering of its less powerful but increasingly refined Ascend processors. By combining vast numbers of these chips in interconnected networks, the company aims to match or surpass the performance of systems built on Nvidia ’ s hardware.Huawei said it plans to release three new versions of its Ascend chips through 2028, pledging to double computing power with each iteration. At the base level, its new Atlas 950 supernode will connect 8,192 Ascend chips. A full Atlas 950 SuperCluster would integrate more than 500,000 chips.A future upgrade, the Atlas 960 system slated for 2027, is projected to support nearly 15,500 chips per node and scale to more than 1 million Ascend processors across a full supercluster. Huawei claimed these would represent the world ’ s most powerful AI systems by raw computing power.Huawei did not shy away from comparisons with its American rival. Eric Xu, the company ’ s vice chairman and rotating chairman, said the Atlas 950 supernode would deliver 6.7 times more computing power than Nvidia ’ s upcoming NVL144 system. He went further, predicting Huawei would "be ahead on all fronts" compared with Nvidia ’ s 2027 offering — and claimed the Atlas 950 SuperCluster would even exceed the computing capacity of Elon Musk ’ s xAI Colossus project.While independent verification of Huawei ’ s claims is limited, industry experts said the company ’ s ambition is clear."Huawei ’ s announcement on its computing breakthrough is well timed with recent increasing emphasis by the Chinese government on self-reliance on China ’ s own chip technologies," said George Chen, partner and co-chair of the digital practice at The Asia Group. While noting that Huawei might be overstating its technical edge, he added, "the ambition to be a world AI leader cannot be underestimated."Research from SemiAnalysis earlier this year found that Huawei ’ s CloudMatrix system outperformed Nvidia ’ s equivalent despite each Ascend processor offering only about one-third the power of an Nvidia chip. The advantage came from scale: Huawei deployed roughly five times as many chips in its clusters."Computing power has and will continue to be the key for AI," Xu emphasized during his keynote speech in Shanghai.Huawei ’ s new announcements build on earlier efforts. Two years ago, it introduced the Atlas 900 SuperCluster, which it still markets with "thousands" of Ascend chips. On Thursday, the company said it had already deployed more than 300 Atlas 900 A3 supernodes to over 20 clients across telecoms, manufacturing, and other sectors.This momentum reflects a broader push within China to substitute foreign technology with homegrown alternatives. Beijing has increasingly pressed domestic firms to use local suppliers and invest in national semiconductor capabilities. Huawei ’ s breakthroughs are likely to be touted as proof of progress in these efforts.Huawei ’ s offensive comes as Nvidia faces growing headwinds in China, once one of its most important markets. Earlier this week, China extended an antitrust probe into the U.S. company over alleged monopolistic practices. On Wednesday, Nvidia ’ s shares fell more than 2% after the Financial Times reported that Beijing had ordered Chinese tech giants to halt testing and purchases of the RTX Pro 6000D, one of Nvidia ’ s new AI-focused chips.Nvidia Chief Executive Jensen Huang expressed frustration over the developments. "I am disappointed to hear this news," he told reporters, while reiterating that Huawei represents a "formidable" competitor.The geopolitical context adds another layer of complexity. The U.S. and China concluded trade talks in Spain this week that reportedly included discussions over the fate of TikTok, the video app owned by Beijing-based ByteDance. But technology co