{"id":3390,"date":"2025-11-06T17:05:24","date_gmt":"2025-11-06T09:05:24","guid":{"rendered":"https:\/\/oretonstorage.com\/?p=3390"},"modified":"2025-11-06T17:05:24","modified_gmt":"2025-11-06T09:05:24","slug":"tendencias-de-armazenamento-de-memoria-de-ia","status":"publish","type":"post","link":"https:\/\/oretonstorage.com\/pt\/blog\/tendencias-de-armazenamento-de-memoria-de-ia","title":{"rendered":"Tend\u00eancias de mem\u00f3ria e armazenamento na era da IA: Dos insights t\u00e9cnicos \u00e0 din\u00e2mica do mercado"},"content":{"rendered":"

\u00c0 medida que 2025 entra em sua segunda metade, o r\u00e1pido crescimento da IA, da computa\u00e7\u00e3o de ponta e dos dispositivos m\u00f3veis de alto desempenho est\u00e1 remodelando o mercado de mem\u00f3ria e armazenamento. Tanto os parceiros OEM quanto os integradores de sistemas precisam encontrar um equil\u00edbrio entre desempenho, estabilidade e custo<\/strong>.<\/p>\n

Este artigo combina tend\u00eancias de mercado, explica\u00e7\u00f5es t\u00e9cnicas, exemplos de dados e percep\u00e7\u00f5es de fabrica\u00e7\u00e3o<\/strong> para ajudar os leitores a entender melhor a dire\u00e7\u00e3o atual do desenvolvimento de DRAM e SSD.<\/p>\n

\n

1. Cargas de trabalho de IA que impulsionam os upgrades de mem\u00f3ria<\/strong><\/h2>\n

O treinamento e a infer\u00eancia de IA exigem maior largura de banda, tempo e capacidade de mem\u00f3ria:<\/p>\n

    \n
  • \n

    DDR5 vs. DDR4<\/strong>:<\/p>\n

      \n
    • \n

      A DDR5 apresenta subcanais duplos de 32 bits, PMIC modular e algoritmos de atualiza\u00e7\u00e3o otimizados, melhorando a efici\u00eancia do acesso multithread e a estabilidade do sistema.<\/p>\n<\/li>\n

    • \n

      Os testes de 2025 da AnandTech mostram que a DDR5-6400 atinge uma taxa de transfer\u00eancia aproximadamente 12% maior do que a DDR5-5600 em cargas de trabalho de infer\u00eancia de IA multi-threaded.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

    • \n

      LPDDR5 \/ GDDR6 \/ HBM<\/strong>:<\/p>\n

        \n
      • \n

        Os dispositivos m\u00f3veis favorecem o LPDDR5 de baixo consumo de energia, as GPUs de alto desempenho e os aceleradores de IA usam o GDDR6, e o HBM \u00e9 adotado em data centers e servidores de ponta para atender a requisitos extremos de largura de banda.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

        A sele\u00e7\u00e3o de mem\u00f3ria n\u00e3o se refere mais apenas \u00e0 frequ\u00eancia; efici\u00eancia, consumo de energia e sinergia de plataforma<\/strong> s\u00e3o igualmente essenciais.<\/p>\n

        \n

        2. Interface PCIe e desempenho de SSD no mundo real<\/strong><\/h2>\n

        Como os SSDs PCIe 5.0 ainda s\u00e3o caros e propensos \u00e0 limita\u00e7\u00e3o de calor, os SSDs PCIe 4.0 se tornaram a principal op\u00e7\u00e3o na segunda metade de 2025.<\/p>\n

          \n
        • \n

          Satura\u00e7\u00e3o de desempenho<\/strong>:<\/p>\n

            \n
          • \n

            Em grava\u00e7\u00f5es cont\u00ednuas de arquivos grandes, as SSDs PCIe 4.0 mant\u00eam mais de 80% de desempenho m\u00e1ximo, enquanto as SSDs PCIe 5.0 n\u00e3o otimizadas podem cair para cerca de 60% devido \u00e0 limita\u00e7\u00e3o t\u00e9rmica.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

          • \n

            Cen\u00e1rios de aplicativos<\/strong>:<\/p>\n

              \n
            • \n

              Os conjuntos de dados de treinamento de IA geralmente atingem centenas de GBs ou at\u00e9 mesmo TBs, tornando O desempenho de grava\u00e7\u00e3o cont\u00ednua \u00e9 mais importante do que a velocidade de pico<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

            • \n

              Padr\u00f5es de interface<\/strong>:<\/p>\n

                \n
              • \n

                Os padr\u00f5es NVMe 1.4 \/ 2.0 otimizam as filas de comando e a lat\u00eancia, reduzindo os gargalos de E\/S para treinamento e infer\u00eancia de IA.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                \n

                3. Desempenho e resist\u00eancia sustentados: O novo padr\u00e3o para SSDs<\/strong><\/h2>\n

                As SSDs port\u00e1teis e de alto desempenho agora priorizam a durabilidade e a integridade dos dados tanto quanto a velocidade:<\/p>\n

                  \n
                • \n

                  TBW (Total de bytes gravados)<\/strong> mede a vida \u00fatil da unidade.<\/p>\n<\/li>\n

                • \n

                  PLP (Prote\u00e7\u00e3o contra perda de energia)<\/strong> protege os dados durante uma queda repentina de energia.<\/p>\n<\/li>\n

                • \n

                  Insight de dados<\/strong>:<\/p>\n

                    \n
                  • \n

                    O TrendForce 2025 Q3 informa que os SSDs port\u00e1teis com o emparelhamento MAP1602 + YMTC X3-9060 t\u00eam taxas de falha abaixo de 0,1%, superando muitas alternativas de baixo custo.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                    No n\u00edvel de fabrica\u00e7\u00e3o, correspond\u00eancia controlador-NAND, otimiza\u00e7\u00e3o de firmware, design t\u00e9rmico e teste de consist\u00eancia de lote<\/strong> afetam diretamente as taxas de RMA e a estabilidade do desempenho.<\/p>\n

                    \n

                    4. Manufatura e cadeia de suprimentos: A espinha dorsal da confian\u00e7a do OEM<\/strong><\/h2>\n

                    A fabrica\u00e7\u00e3o est\u00e1vel n\u00e3o se refere apenas ao desempenho do produto, mas tamb\u00e9m ao gerenciamento da cadeia de suprimentos e ao controle da produ\u00e7\u00e3o:<\/p>\n

                      \n
                    • \n

                      Processo de valida\u00e7\u00e3o em v\u00e1rios est\u00e1gios<\/strong>:<\/p>\n

                        \n
                      • \n

                        Triagem de NAND em n\u00edvel de lote \u2192 Ajuste do firmware do controlador \u2192 Teste de queima p\u00f3s-montagem<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

                      • \n

                        Benef\u00edcios<\/strong>:<\/p>\n

                          \n
                        • \n

                          Menores taxas de devolu\u00e7\u00e3o e maior consist\u00eancia dos lotes<\/p>\n<\/li>\n

                        • \n

                          Desempenho previs\u00edvel na montagem em larga escala<\/p>\n<\/li>\n

                        • \n

                          Entrega confi\u00e1vel para parceiros OEM e confian\u00e7a de longo prazo na marca<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                          Para os OEMs, escolher um fabricante est\u00e1vel significa evitar defeitos e, ao mesmo tempo, garantir o fornecimento previs\u00edvel e a entrega do projeto dentro do prazo<\/strong>.<\/p>\n

                          \n

                          5. Olhando para o futuro: Armazenamento inteligente e sinergia de plataformas<\/strong><\/h2>\n

                          A evolu\u00e7\u00e3o futura da mem\u00f3ria e da SSD se concentra em intelig\u00eancia, sinergia e efici\u00eancia<\/strong>:<\/p>\n

                            \n
                          • \n

                            SSDs inteligentes<\/strong>: categoriza\u00e7\u00e3o autom\u00e1tica de arquivos, armazenamento em cache preditivo, criptografia sob demanda e atualiza\u00e7\u00f5es de firmware OTA.<\/p>\n<\/li>\n

                          • \n

                            IA de borda e colabora\u00e7\u00e3o com v\u00e1rios dispositivos<\/strong>: O NVMe 1.4+ e os padr\u00f5es de mem\u00f3ria de baixa lat\u00eancia permitem que o armazenamento gerencie os dados de forma proativa, dando suporte \u00e0 infer\u00eancia de IA e \u00e0 colabora\u00e7\u00e3o em tempo real.<\/p>\n<\/li>\n

                          • \n

                            Sinergia de plataforma<\/strong>: O desempenho \u00e9 cada vez mais definido pela efici\u00eancia da arquitetura em IA\/CPU\/GPU\/mem\u00f3ria\/SSD, em vez da velocidade de um \u00fanico componente.<\/p>\n<\/li>\n<\/ul>\n

                            \n

                            Conclus\u00e3o<\/strong><\/h2>\n

                            Na segunda metade de 2025, o mercado de mem\u00f3ria e armazenamento est\u00e1 passando por um reequil\u00edbrio entre maturidade tecnol\u00f3gica e ado\u00e7\u00e3o pelo mercado<\/strong>:<\/p>\n

                              \n
                            • \n

                              A IA e os aplicativos de alto desempenho est\u00e3o impulsionando a demanda por SSDs DDR5 e PCIe 4.0;<\/p>\n<\/li>\n

                            • \n

                              O desempenho sustentado, a durabilidade e a sinergia do sistema tornaram-se novos padr\u00f5es de refer\u00eancia;<\/p>\n<\/li>\n

                            • \n

                              Os recursos de controle de produ\u00e7\u00e3o e cadeia de suprimentos dos fabricantes definem a confian\u00e7a de longo prazo dos OEMs.<\/p>\n<\/li>\n<\/ul>\n

                              Na computa\u00e7\u00e3o moderna, o desempenho real \u00e9 medido n\u00e3o por velocidade m\u00e1xima<\/strong>, mas por a capacidade de manter uma produ\u00e7\u00e3o est\u00e1vel e eficiente em condi\u00e7\u00f5es de alta carga de trabalho<\/strong>.<\/p>","protected":false},"excerpt":{"rendered":"

                              As 2025 enters its second half, rapid growth in AI, edge computing, and high-performance mobile devices is reshaping the memory and storage market. OEM partners and system integrators alike need to strike a balance between performance, stability, and cost. This article combines market trends, technical explanations, data examples, and manufacturing insights to help readers better…<\/p>","protected":false},"author":3,"featured_media":3391,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3390","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"\nMemory and Storage Trends in the AI Era: From Technical Insights to Market Dynamics -<\/title>\n<meta name=\"description\" content=\"Explore how AI workloads, DDR5 memory, and PCIe 4.0 SSDs are reshaping the memory and storage market in 2025. Learn about sustained performance, manufacturing reliability, and platform synergy driving OEM adoption.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/oretonstorage.com\/pt\/blog\/tendencias-de-armazenamento-de-memoria-de-ia\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Memory and Storage Trends in the AI Era: From Technical Insights to Market Dynamics -\" \/>\n<meta property=\"og:description\" content=\"Explore how AI workloads, DDR5 memory, and PCIe 4.0 SSDs are reshaping the memory and storage market in 2025. Learn about sustained performance, manufacturing reliability, and platform synergy driving OEM adoption.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/oretonstorage.com\/pt\/blog\/tendencias-de-armazenamento-de-memoria-de-ia\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-06T09:05:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/oretonstorage.com\/wp-content\/uploads\/2025\/11\/2025-05-26.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1536\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Echo\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Echo\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends\"},\"author\":{\"name\":\"Echo\",\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/#\\\/schema\\\/person\\\/691da96ccdd2a899702e96be4c0b892e\"},\"headline\":\"Memory and Storage Trends in the AI Era: From Technical Insights to Market Dynamics\",\"datePublished\":\"2025-11-06T09:05:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends\"},\"wordCount\":581,\"image\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/oretonstorage.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/2025-05-26.jpg\",\"articleSection\":[\"Blog\"],\"inLanguage\":\"pt-BR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends\",\"url\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends\",\"name\":\"Memory and Storage Trends in the AI Era: From Technical Insights to Market Dynamics -\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/blog\\\/ai-memory-storage-trends#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/oretonstorage.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/2025-05-26.jpg\",\"datePublished\":\"2025-11-06T09:05:24+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/oretonstorage.com\\\/#\\\/schema\\\/person\\\/691da96ccdd2a899702e96be4c0b892e\"},\"description\":\"Explore how AI workloads, DDR5 memory, and PCIe 4.0 SSDs are reshaping the memory and storage market in 2025. 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