{"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":"<?xml encoding=\"utf-8\" ?><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 &ldquo;approximate nearest neighbor&rdquo; search (ANNS) algorithm optimized for SSDs, KIOXIA AiSAQ&trade; software delivers scalable performance for retrieval-augmented generation (RAG) without placing index data in DRAM &ndash; and instead searching directly on SSDs.<\/p><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><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><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><p><b>KIOXIA AiSAQ\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u4e3b\u306a\u5229\u70b9\uff1a<\/b><\/p><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><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\" data-no-translation=\"\">Businesswire<\/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 &ldquo;approximate nearest neighbor&rdquo; search (ANNS) algorithm optimized for SSDs, KIOXIA AiSAQ&trade; software delivers scalable performance for retrieval-augmented generation (RAG) without placing index data in DRAM &ndash; 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 RAG is [&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":["post-5003","post","type-post","status-publish","format-standard","has-post-thumbnail","category-apac","category-computing","category-japan","category-news","category-regional","category-tech","tag-computing","tag-cybersecurity","tag-itbusinesstoday","tag-kioxia-aisaq","tag-kioxia-corporation","tag-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>KIOXIA AiSAQ\u2122 Tech to Cut DRAM in AI Systems<\/title>\n<meta name=\"description\" content=\"Kioxia releases AiSAQ\u2122, an open-source ANNS algorithm optimized for SSDs, enabling scalable performance for RAG.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/kioxia-aisaq-tech-to-cut-dram-in-ai-systems-released-open-source\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"KIOXIA AiSAQ\u2122 Tech to Cut DRAM in AI Systems\" \/>\n<meta property=\"og:description\" content=\"Kioxia releases AiSAQ\u2122, an open-source ANNS algorithm optimized for SSDs, enabling scalable performance for RAG.\" \/>\n<meta property=\"og:url\" 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