{"id":5003,"date":"2025-01-28T13:02:37","date_gmt":"2025-01-28T13:02:37","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=5003"},"modified":"2025-04-16T16:04:44","modified_gmt":"2025-04-16T16:04:44","slug":"kioxia-aisaq-tech-to-cut-dram-in-ai-systems-released-open-source","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/computing\/kioxia-aisaq-tech-to-cut-dram-in-ai-systems-released-open-source\/","title":{"rendered":"AI\u30b7\u30b9\u30c6\u30e0\u306eDRAM\u3092\u524a\u6e1b\u3059\u308bKIOXIA AiSAQ\u2122\u6280\u8853\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u516c\u958b"},"content":{"rendered":"<p>\u30e1\u30e2\u30ea\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u4e16\u754c\u7684\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308bKioxia Corporation\u306f\u3001\u65b0\u3057\u3044All-in-Storage ANNS with Product Quantization\uff08AiSAQ\uff09\u6280\u8853\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30ea\u30ea\u30fc\u30b9\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002SSD\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u65b0\u3057\u3044\u300c\u8fd1\u4f3c\u6700\u8fd1\u508d\u300d\u691c\u7d22\uff08ANNS\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308bKIOXIA AiSAQ\u2122\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u3092DRAM\u306b\u914d\u7f6e\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u4ee3\u308f\u308a\u306bSSD\u4e0a\u3067\u76f4\u63a5\u691c\u7d22\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\uff08RAG\uff09\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u81a8\u5927\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u3001\u30e1\u30e2\u30ea\u30fc\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30ea\u30bd\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u69d8\u3005\u306a\u696d\u754c\u306b\u304a\u3044\u3066\u9769\u65b0\u7684\u306a\u30d6\u30ec\u30fc\u30af\u30b9\u30eb\u30fc\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u305d\u306e\u5c0e\u5165\u306b\u306f\u9ad8\u3044\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002RAG\u306f\u3001\u4f01\u696d\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u56fa\u6709\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6539\u826f\u3059\u308b\u3001AI\u306e\u91cd\u8981\u306a\u6bb5\u968e\u3067\u3059\u3002<\/p>\n<p>RAG\u306e\u4e2d\u5fc3\u7684\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u84c4\u7a4d\u3057\u3001\u7279\u5fb4\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3059\u308b\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002RAG\u306f\u307e\u305f\u3001\u84c4\u7a4d\u3055\u308c\u305f\u30d9\u30af\u30c8\u30eb\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u30d9\u30af\u30c8\u30eb\u306e\u985e\u4f3c\u6027\u306b\u57fa\u3065\u3044\u3066\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3059\u308b\u30d9\u30af\u30c8\u30eb\u3092\u7279\u5b9a\u3059\u308bANNS\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002RAG\u304c\u52b9\u679c\u7684\u3067\u3042\u308b\u305f\u3081\u306b\u306f\u3001\u30af\u30a8\u30ea\u306b\u6700\u3082\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u8fc5\u901f\u306b\u53d6\u308a\u51fa\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u3001ANNS\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u691c\u7d22\u306b\u5fc5\u8981\u306a\u9ad8\u901f\u6027\u80fd\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u3001DRAM\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>KIOXIA AiSAQ\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u5104\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u52b9\u7387\u7684\u306aANNS\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p><b>KIOXIA AiSAQ\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u4e3b\u306a\u5229\u70b9\uff1a<\/b><\/p>\n<ul class=\"bwlistdisc\">\n<li>\u9650\u3089\u308c\u305fDRAM\u30ea\u30bd\u30fc\u30b9\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306a\u304f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u904b\u7528\u3092\u53ef\u80fd\u306b\u3057\u3001RAG\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n<li>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30c7\u30fc\u30bf\u3092DRAM\u306b\u30ed\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5373\u5ea7\u306b\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u540c\u4e00\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u5c02\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5c02\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u5207\u308a\u66ff\u3048\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u52b9\u7387\u7684\u306aRAG\u30b5\u30fc\u30d3\u30b9\u306e\u63d0\u4f9b\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n<li>\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u5206\u5272\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u683c\u7d0d\u3059\u308b\u3053\u3068\u3067\u3001\u30af\u30e9\u30a6\u30c9\u30b7\u30b9\u30c6\u30e0\u306b\u6700\u9069\u5316\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u691c\u7d22\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7279\u5b9a\u306e\u30e6\u30fc\u30b6\u30fc\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5408\u308f\u305b\u3066\u52d5\u7684\u306b\u8abf\u6574\u3057\u3001\u7269\u7406\u30b5\u30fc\u30d0\u30fc\u9593\u3067\u306e\u691c\u7d22\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u8fc5\u901f\u306a\u79fb\u884c\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><strong>\u30bd\u30fc\u30b9 <a href=\"https:\/\/www.businesswire.com\/news\/home\/20250126739139\/en\/KIOXIA-AiSAQ%E2%84%A2-Technology-Designed-to-Reduce-DRAM-Requirements-in-Generative-AI-Systems-Released-as-Open-Source-Software\">\u30d3\u30b8\u30cd\u30b9\u30ef\u30a4\u30e4\u30fc<\/a><\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Kioxia Corporation, a world leader in memory solutions, announced the open-source release of its new All-in-Storage ANNS with Product Quantization (AiSAQ) technology. A novel &#8220;approximate nearest neighbor&#8221; search (ANNS) algorithm optimized for SSDs, KIOXIA AiSAQ\u2122 software delivers scalable performance for retrieval-augmented generation (RAG) without placing index data in DRAM &#8211; and instead searching directly on SSDs. Generative AI systems demand significant compute, memory and storage resources. While they have the potential to drive transformative breakthroughs across various industries, their deployment often comes with high costs. RAG is a critical phase of AI that refines large language models (LLMs) with data specific to the company or application. A central component of [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":5010,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[208,215,211,237,206,85],"tags":[377,110,105,545,544,106],"ppma_author":[205],"class_list":{"0":"post-5003","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-apac","8":"category-computing","9":"category-japan","10":"category-news","11":"category-regional","12":"category-tech","13":"tag-computing","14":"tag-cybersecurity","15":"tag-itbusinesstoday","16":"tag-kioxia-aisaq","17":"tag-kioxia-corporation","18":"tag-news"},"yoast_head":"<!-- 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