{"id":2233,"date":"2025-06-06T07:48:59","date_gmt":"2025-06-06T14:48:59","guid":{"rendered":"https:\/\/sycomp.com\/?p=2233"},"modified":"2025-06-20T09:11:10","modified_gmt":"2025-06-20T16:11:10","slug":"%e6%af%8e%e7%a7%921-2%e3%83%86%e3%83%a9%e3%83%90%e3%82%a4%e3%83%88%e3%81%ae%e3%82%af%e3%83%a9%e3%82%a6%e3%83%89%e3%83%99%e3%83%bc%e3%82%b9%e3%81%aeai%e3%82%b9%e3%83%88%e3%83%ac%e3%83%bc%e3%82%b8","status":"publish","type":"post","link":"https:\/\/sycomp.com\/ja\/%e3%83%aa%e3%82%bd%e3%83%bc%e3%82%b9-2\/%e6%af%8e%e7%a7%921-2%e3%83%86%e3%83%a9%e3%83%90%e3%82%a4%e3%83%88%e3%81%ae%e3%82%af%e3%83%a9%e3%82%a6%e3%83%89%e3%83%99%e3%83%bc%e3%82%b9%e3%81%aeai%e3%82%b9%e3%83%88%e3%83%ac%e3%83%bc%e3%82%b8\/","title":{"rendered":"\u30b5\u30a4\u30b3\u30f3\u30d7\u3001Google Cloud\u306eAI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306b\u3001Cloud\u30d9\u30fc\u30b9\u306eAI\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u6bce\u79d21.2\u30c6\u30e9\u30d0\u30a4\u30c8\u3067\u63d0\u4f9b"},"content":{"rendered":"<div id=\"cs-content\" class=\"cs-content\"><div class=\"x-section e2233-e1 m1q1-0\"><div class=\"x-row e2233-e2 m1q1-1 m1q1-2\"><div class=\"x-row-inner\"><div class=\"x-col e2233-e3 m1q1-3\"><div class=\"x-text x-content e2233-e4 m1q1-4 resource-text use-as-excerpt\"><h2>Introduction<\/h2>\n<p>Unlocking the full potential of artificial intelligence requires a robust, high-performance infrastructure. Imagine a cloud environment that can feed thousands of GPUs with massive data streams at unprecedented speeds. This is no longer a dream; it\u2019s a reality. In collaboration with Google Cloud and IBM, Sycomp has delivered a parallel file system, an optimized AI platform, capable of achieving greater than one terabyte per second (1.2 TB\/s) of throughput, for their AI workload in Google Cloud.<\/p>\n\n<h2>Context\/Background<\/h2>\n<p>The demand for advanced computing platforms that combine container efficiency, GPU processing power, and high-speed storage is skyrocketing. In July 2024, a leading AI vendor challenged Sycomp, Google Cloud, and IBM to create a cloud-optimized platform capable of sustaining 1.2 TB\/s of throughput for production workloads running on thousands of GPUs. This challenge spurred the development of a next-generation AI platform built on Google Cloud.<\/p>\n\n<h2>Use Cases and Challenges<\/h2>\n<p>Organizations across various sectors are leveraging AI to accelerate generative processes, enhance customer experiences through deep learning, and improve robotic vision. However, these applications demand immense computational resources and data bandwidth. The primary challenge has been finding an end-to-end platform that can support this level of advanced computing while ensuring reliability and performance. This includes addressing hardware lead times, data center limitations, and the complexities of high-speed networking.<\/p>\n\n<h2>Considerations and Tradeoffs<\/h2>\n<p>Other vendors may have achieved similar throughput levels in benchmarks, but true production readiness involves more than just raw speed. Sycomp Intelligent Data Storage Platform, built on Google Cloud\u2019s persistent disk, is designed to withstand power outages and cloud vendor rack issues without data loss or performance degradation. The key consideration was to create a solution that is not only fast but also resilient and scalable, capable of meeting the demanding needs of real-world AI deployments.<\/p>\n\n<h2>Solution Architecture<\/h2>\n<p>The storage solution comprises a 128 node C3 storage server cluster with 50 NFS servers, supporting a Google Kubernetes Engine (GKE) cluster with 1280 high-performance A3 virtual machines (based on NVIDIA H100 GPUs). The platform utilizes Google Cloud's latest generation of high-performance persistent disk (hyper-disk) and scalable networking. The solution was built on Sycomp Intelligent Data Storage Platform including a software-defined implementation with IBM Storage Scale and Real Insight Storage Engine (RISE). This platform offers a high-performance Global Namespace (GNS), transparent data mobility, and concurrent data access via NFS and the IBM Storage Scale client. The Storage Scale object interface automatically copies checkpoints and data sets into a Cloud Storage bucket for durability. Phase one of the project consistently delivered 800 GiB\/s of sequential throughput using NFS across the 1280 A3 VMs. Phase two of the project, now in Preview, delivers in excess 1.2 TB\/s of throughput with Storage Scale native clients in GKE.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sycomp.com\/wp-content\/uploads\/2025\/06\/Google-AI.png\" alt=\"\" width=\"389\" height=\"222\" class=\"aligncenter wp-image-2235 size-full\" srcset=\"https:\/\/sycomp.com\/wp-content\/uploads\/2025\/06\/Google-AI.png 389w, https:\/\/sycomp.com\/wp-content\/uploads\/2025\/06\/Google-AI-300x171.png 300w, https:\/\/sycomp.com\/wp-content\/uploads\/2025\/06\/Google-AI-18x10.png 18w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/p>\n\n<h2>Outcomes<\/h2>\n<p>The delivered platform accelerates AI solution delivery by eliminating hardware lead times and data center setup challenges. Sycomp Intelligent Data Storage Platform provides a high-performance GNS, enabling AI pipelines to keep GPUs fed with the necessary data for training and inference. This led to accelerated model completion and decreased inferencing time. Specific benefits include improved GKE performance, enhanced GPU utilization (97% with single node throughput greater than 29 GB\/sec), and the ability to deploy the solution in minutes. The platform delivers IBM Storage Scale as a managed service, offering flexibility in storage type, bandwidth, and data access methods.<\/p>\n\n<h2>Better Together<\/h2>\n<p>The collaboration between Sycomp, Google Cloud, and IBM has yielded an innovative solution that redefines the possibilities of AI in the cloud. By integrating Google Cloud's robust infrastructure, Sycomp Intelligent Data Storage Platform, and IBM\u2019s parallel file system technology, customers can now create a seamless, high-performance environment for AI workloads.<\/p>\n<p><strong>Want to accelerate your AI solutions and experience the power of 1.2 TB\/s throughput today? Contact us to learn how <a href=\"https:\/\/pantheon.corp.google.com\/marketplace\/product\/sycomp\/sycomp-storage-fueled-by-ibm-spectrum-scale?hl=en&amp;inv=1&amp;invt=Abx62Q&amp;project=webkori-org\" target=\"_blank\" rel=\"noopener\">\u30b5\u30a4\u30b3\u30f3\u30d7<\/a> and Google Cloud can transform your AI infrastructure and visit the Sycomp website for more information.\u00a0<\/strong><\/p><\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Unlocking the full potential of artificial intelligence requires a robust, high-performance infrastructure. Imagine a cloud environment that can feed thousands of GPUs with massive data streams at unprecedented speeds. This is no longer a dream; it\u2019s a reality. In collaboration with Google Cloud and IBM, Sycomp has delivered a parallel file system, an optimized AI platform, capable of achieving greater&hellip;<\/p>","protected":false},"author":3,"featured_media":2234,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[1],"tags":[],"resource-type":[16],"class_list":["post-2233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","resource-type-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v26.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Sycomp Delivers Cloud-Based AI Storage at 1.2 Terabytes per Second for AI Workloads in Google Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sycomp.com\/ja\/\u30ea\u30bd\u30fc\u30b9-2\/\u6bce\u79d21-2\u30c6\u30e9\u30d0\u30a4\u30c8\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eai\u30b9\u30c8\u30ec\u30fc\u30b8\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sycomp Delivers Cloud-Based AI Storage at 1.2 Terabytes per Second for AI Workloads in Google Cloud\" \/>\n<meta property=\"og:description\" content=\"Unlocking the full potential of artificial intelligence requires a robust, high-performance infrastructure. Imagine a cloud environment that can feed thousands of GPUs with massive data streams at unprecedented speeds. This is no longer a dream; it\u2019s a reality. In collaboration with Google Cloud and IBM, Sycomp has delivered a parallel file system, an optimized AI platform, capable of achieving greater&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sycomp.com\/ja\/\u30ea\u30bd\u30fc\u30b9-2\/\u6bce\u79d21-2\u30c6\u30e9\u30d0\u30a4\u30c8\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eai\u30b9\u30c8\u30ec\u30fc\u30b8\/\" \/>\n<meta property=\"og:site_name\" content=\"Sycomp Inc\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-06T14:48:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-20T16:11:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sycomp.com\/wp-content\/uploads\/2025\/06\/Sycomp-Google-AI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1100\" \/>\n\t<meta property=\"og:image:height\" content=\"625\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Molly Hammond\" \/>\n<meta name=\"twitter:card\" 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