{"id":73910,"date":"2025-05-22T08:02:41","date_gmt":"2025-05-22T08:02:41","guid":{"rendered":""},"modified":"2025-05-22T08:10:42","modified_gmt":"2025-05-22T08:10:42","slug":"gpu-cloud-software-reimagined-why-fishos-is-the-better-alternative","status":"publish","type":"post","link":"https:\/\/www.sardinasystems.com\/ar\/blog-ar\/gpu-cloud-software-reimagined-why-fishos-is-the-better-alternative\/","title":{"rendered":"\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0633\u062d\u0627\u0628\u0629 GPU \u0645\u0639\u0627\u062f \u062a\u0635\u0648\u0631\u0647\u0627: \u0644\u0645\u0627\u0630\u0627 \u062a\u0639\u062f FishOS \u0627\u0644\u0628\u062f\u064a\u0644 \u0627\u0644\u0623\u0641\u0636\u0644"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>\u0645\u0639 \u062a\u0628\u0646\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645 \u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0643\u062b\u064a\u0641\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u064a\u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0637\u0644\u0628 \u0628\u0633\u0631\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0628\u0640 GPU. \u0644\u064a\u0633 \u0643\u0644 \u0645\u0646\u0635\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628\u0647\u0627 \u0647\u0630\u0647 \u0627\u0644\u0623\u0639\u0645\u0627\u0644. <strong><a href=\"https:\/\/www.sardinasystems.com\/ar\/fishos\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-1-color\">FishOS<\/mark><\/a> \u0645\u0646 Sardina Systems \u062a\u063a\u064a\u0631 \u0630\u0644\u0643\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u063a\u0644\u064a\u0646 \u0628\u0646\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0633\u062d\u0628 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0640 GPU.<\/strong> <\/em><\/p>\n\n<p class=\"wp-block-paragraph\">\u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0628\u0640 GPU \u0645\u0646 \u0642\u0648\u0629 <strong>\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs)<\/strong> \u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629\u060c <strong>\u062a\u0645 \u062a\u062d\u0633\u064a\u0646 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0647\u0627\u0645 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f<\/strong>\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u062b\u0644 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u0639 \u0627\u0644\u0646\u0637\u0627\u0642. <\/p>\n\n<p class=\"wp-block-paragraph\">\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u0639\u0629\u060c \u062a\u062a\u0628\u0646\u0649 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a (\u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627!) \u0645\u0646\u0635\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0640 GPU \u0644\u062a\u0644\u0628\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0628\u0623\u062f\u0627\u0621 \u0648\u0645\u0631\u0648\u0646\u0629 \u0623\u0643\u0628\u0631. \u0645\u0646 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\/\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0625\u0644\u0649 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0635\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c <strong>\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0622\u0646 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0633\u0631\u0639\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629<\/strong>. <\/p>\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-1024x576.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-1024x576.png\" alt=\"\" class=\"wp-image-73847\" srcset=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-1024x576.png 1024w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-300x169.png 300w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-768x432.png 768w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-1536x864.png 1536w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5-1390x782.png 1390w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/gpu-acceleration-5.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0645\u062a\u0637\u0644\u0628 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0633\u064a\u0637: <strong>\u062a\u0648\u0641\u064a\u0631 \u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u0631\u0646\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629\u060c \u0628\u062a\u0643\u0644\u0641\u0629 \u0645\u062b\u0627\u0644\u064a\u0629.<\/strong> \u0633\u0648\u0627\u0621 \u0643\u0627\u0646 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0623\u0648 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0623\u0648 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0645\u0639 Kubernetes\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0629 GPU \u062f\u0648\u0646 \u062a\u0628\u0627\u0637\u0624.<\/p>\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621 \u0633\u062d\u0627\u0628\u0629 GPU \u062f\u0648\u0646 \u0635\u062f\u0627\u0639 \u0627\u0644\u062a\u0631\u062e\u064a\u0635<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">\u0623\u0633\u0633\u062a NVIDIA \u0646\u0641\u0633\u0647\u0627 \u0643\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0640 GPU\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621. \u0646\u0638\u0627\u0645\u0647\u0627 \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u062b\u0644 CUDA \u0648cuDNN \u0648SDK \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0639\u0628\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 CUDA \u0639\u0628\u0631 \u0646\u0645\u0627\u0630\u062c \u0646\u0634\u0631 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u062b\u0644 PCI passthrough \u0623\u0648 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629\u060c \u062f\u0648\u0646 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0647\u064a\u0627\u0643\u0644 \u062a\u0631\u062e\u064a\u0635 NVIDIA \u0645\u062d\u062f\u062f\u0629.  <\/p>\n\n<p class=\"wp-block-paragraph\"><strong>\u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0623\u062c\u0647\u0632\u0629 NVIDIA \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0623\u062f\u0627\u0626\u0647\u0627\u060c \u0641\u0625\u0646 \u062a\u0631\u0627\u062e\u064a\u0635 \u0628\u0631\u0627\u0645\u062c\u0647\u0627\u060c \u062e\u0627\u0635\u0629 \u0644\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u0643\u0644\u0641\u0629 \u0648\u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0623\u0642\u0644 \u0625\u0646\u062a\u0627\u062c\u064a\u0629<\/strong>\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u062d\u064a\u062b \u0642\u062f \u062a\u0624\u062f\u064a \u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0625\u0644\u0649 <a href=\"https:\/\/docs.nvidia.com\/vgpu\/11.0\/grid-licensing-user-guide\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-1-color\">\u062a\u062f\u0647\u0648\u0631 \u0623\u062f\u0627\u0621 GPU<\/mark><\/a> \u0625\u0630\u0627 \u0644\u0645 \u062a\u062a\u0645 \u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0641\u0634\u0644\u062a \u0622\u0644\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0631\u062e\u064a\u0635 \u0635\u0627\u0644\u062d\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u062f\u0647\u0648\u0631 \u0623\u062f\u0627\u0621 GPU \u0628\u0639\u062f 20 \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0642\u062f \u064a\u062a\u0645 \u062a\u0639\u0637\u064a\u0644 \u0648\u0638\u0627\u0626\u0641 CUDA \u0628\u0639\u062f 24 \u0633\u0627\u0639\u0629. <strong>\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 NVIDIA \u0642\u062f \u062a\u062d\u0633\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0645\u0642\u062f\u0645\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u064a\u0648\u0645<\/strong>. <\/p>\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639\u060c \u064a\u0633\u0639\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0632\u0648\u062f\u064a \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u062e\u0627\u0635\u0629 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u0643\u0632\u0648\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629\u060c \u0625\u0644\u0649 <strong>\u0628\u062f\u0627\u0626\u0644 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0627\u0644\u0645\u0631\u062e\u0635\u0629<\/strong>. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0648\u0641\u0631 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0640 GPU \u0645\u0646 \u062e\u0644\u0627\u0644 PCI passthrough \u0637\u0631\u064a\u0642\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0642\u0648\u064a\u0629 \u0644\u062a\u062e\u0635\u064a\u0635 \u0645\u0648\u0627\u0631\u062f GPU \u0644\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0623\u0648 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a. \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0628\u0631\u0646\u0627\u0645\u062c vGPU \u0627\u0644\u0645\u0631\u062e\u0635 \u0645\u0646 NVIDIA.   <\/p>\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.sardinasystems.com\/ar\/fishos\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-1-color\">FishOS<\/mark><\/a><\/strong> \u0645\u0646\u0635\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 <strong>\u062a\u0642\u062f\u0645 \u062a\u0648\u0627\u0641\u0642\u064b\u0627 \u0645\u0639 \u0628\u0631\u0627\u0645\u062c NVIDIA<\/strong>\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u062a\u0633\u0631\u064a\u0639 GPU \u0645\u0646 NVIDIA \u0625\u0630\u0627 \u0644\u0632\u0645 \u0627\u0644\u0623\u0645\u0631. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c <strong>\u0644\u0627 \u062a\u0639\u062a\u0645\u062f FishOS \u0639\u0644\u0649 \u0628\u0631\u0627\u0645\u062c NVIDIA<\/strong> \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0643\u0627\u0645\u0644\u0629 \u0645\u0639\u0632\u0632\u0629 \u0628\u0640 GPU. <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0646\u0635\u0629 \u0645\u062d\u0627\u064a\u062f\u0629 \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0635\u062f\u064a\u0642\u0629 \u0644\u0640 GPU<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 FishOS \u0645\u0646 Sardina Systems \u0644\u062a\u0643\u0648\u0646 \u0645\u062d\u0627\u064a\u062f\u0629 \u0644\u0644\u0623\u062c\u0647\u0632\u0629. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0645\u0639 NVIDIA \u0623\u0648 AMD \u0623\u0648 \u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646\u060c \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0627 \u0627\u0644\u062d\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0625\u062f\u0627\u0631\u0629 \u0623\u0639\u0645\u0627\u0644 GPU \u0628\u0641\u0639\u0627\u0644\u064a\u0629.  <\/p>\n\n<p class=\"wp-block-paragraph\">\u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0646\u0638\u0627\u0645 FishOS \u0644\u0627 \u064a\u0643\u0631\u0631 \u0643\u0644 \u0645\u064a\u0632\u0629 \u0641\u0631\u062f\u064a\u0629 \u0645\u0646 \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u0627\u0644\u062b\u0627\u0644\u062b\u0629 \u0645\u062b\u0644 NVIDIA FleetCommand \u0623\u0648 Bright Cluster Manager\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u064a\u0648\u0641\u0631 \u0628\u062f\u0627\u0626\u0644 \u0645\u0643\u0627\u0641\u0626\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0632\u064a\u062c \u0642\u0648\u064a \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0623\u0635\u0644\u064a:<\/p>\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-1024x576.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-1024x576.png\" alt=\"\" class=\"wp-image-73856\" srcset=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-1024x576.png 1024w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-300x169.png 300w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-768x432.png 768w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-1536x864.png 1536w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools-1390x782.png 1390w, https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/fishos-tools.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u0646\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0646\u0645\u0637\u064a \u0648\u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0623\u0646\u0647 \u062d\u062a\u0649 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0647\u0646\u0627\u0643 \u0645\u064a\u0632\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0646 \u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0645\u0641\u0642\u0648\u062f\u0629\u060c <strong>\u0641\u0625\u0646 FishOS \u064a\u0642\u062f\u0645 \u0637\u0631\u0642\u064b\u0627 \u0645\u0631\u0646\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0646\u0641\u0633 \u0627\u0644\u0623\u0647\u062f\u0627\u0641<\/strong>.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0623\u062f\u0648\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u062b\u0644 <strong>OpenStack \u0648Kubernetes<\/strong>\u060c \u064a\u0648\u0641\u0631 FishOS \u0644\u0644\u0645\u0634\u063a\u0644\u064a\u0646 \u0645\u0646\u0635\u0629 \u0645\u0631\u0646\u0629 \u0648\u0642\u0648\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0628\u064a\u0626\u0627\u062a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0640 GPU \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0623\u0648 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0623\u0648 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Nova<\/strong> \u062a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPU \u0641\u064a \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u062a\u0645\u0631\u064a\u0631 PCI.<\/li>\n\n\n\n<li><strong>Ironic<\/strong> \u064a\u0648\u0641\u0631 \u062e\u0648\u0627\u062f\u0645 \u0641\u0639\u0644\u064a\u0629 \u0645\u0639 \u0648\u0635\u0648\u0644 \u0645\u0628\u0627\u0634\u0631 \u0625\u0644\u0649 GPU.<\/li>\n\n\n\n<li><strong>Magnum<\/strong> \u064a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a Kubernetes \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0634\u063a\u064a\u0644 \u0623\u0639\u0645\u0627\u0644 GPU \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u0646\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0623\u0646 <strong>\u0627\u0644\u0645\u0634\u063a\u0644\u064a\u0646 \u0644\u0627 \u064a\u0636\u0637\u0631\u0648\u0646 \u0625\u0644\u0649 \u062d\u0635\u0631 \u0623\u0646\u0641\u0633\u0647\u0645 \u0641\u064a \u0628\u0627\u0626\u0639 \u0623\u0648 \u0646\u0638\u0627\u0645 \u0628\u064a\u0626\u064a \u0648\u0627\u062d\u062f.<\/strong> \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0647\u0645 \u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u062a\u0647\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629.<\/p>\n\n<p class=\"wp-block-paragraph\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0645\u062b\u0644 Red Hat OpenShift \u0623\u0648 Ubuntu OpenStack \u0645\u0646 Canonical\u060c \u0646\u0634\u0631 OpenStack \u0641\u064a \u062d\u0627\u0648\u064a\u0627\u062a \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0646\u0642\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u064a\u0646\u0627\u0633\u0628 \u0647\u0630\u0627 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0643\u0648\u0646 \u0641\u064a\u0647\u0627 \u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u062a\u0648\u0633\u0639 \u0645\u0646 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629.  <\/p>\n\n<p class=\"wp-block-paragraph\">\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0642\u062f\u0645\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u0643\u0632\u0648\u0646 \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0648\u0635\u0648\u0644 \u0645\u062e\u0635\u0635 \u0644\u0640 GPU\u060c \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u064a\u060c \u0648\u0648\u0642\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0642\u062f \u064a\u0643\u0648\u0646 \u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u062e\u064a\u0627\u0631\u064b\u0627 \u0623\u0641\u0636\u0644. <strong>\u064a\u0645\u0643\u0646 \u0644\u0640 FishOS \u062a\u0648\u0641\u064a\u0631 OpenStack \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629\u060c \u062f\u0648\u0646 \u0625\u0636\u0627\u0641\u0629 \u0637\u0628\u0642\u0629 \u062d\u0627\u0648\u064a\u0629.<\/strong>  \u064a\u0642\u0644\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0645\u0646 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0646\u0638\u0627\u0645\u060c \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0623\u0639\u0628\u0627\u0621 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629\u060c \u0648\u064a\u062d\u0633\u0646 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 &#8211; \u0648\u0643\u0644\u0647\u0627 \u0623\u0645\u0648\u0631 \u062d\u0627\u0633\u0645\u0629 \u0644\u0644\u0645\u0634\u063a\u0644\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0647\u062f\u0641\u0648\u0646 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062e\u0641\u0636 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0639\u0646\u062f \u062a\u0648\u0641\u064a\u0631 \u062a\u0623\u062c\u064a\u0631 GPU \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0651\u0646 FishOS \u0645\u0639 Ironic \u0645\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a. <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>\u0646\u0634\u0631 GPU \u0627\u0644\u0630\u064a \u064a\u062d\u0642\u0642 \u0627\u0644\u0646\u062a\u0627\u0626\u062c: \u0645\u0631\u0648\u0646\u0629 \u0648\u062a\u062d\u0643\u0645 \u0643\u0627\u0645\u0644\u064a\u0646 \u0645\u0639 FishOS<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">\u0639\u0645\u0644\u0627\u0621 FishOS \u062d\u0648\u0644 \u0627\u0644\u0639\u0627\u0644\u0645 <strong>\u064a\u0633\u062a\u0641\u064a\u062f\u0648\u0646 \u0645\u0646 \u0645\u0648\u0627\u0631\u062f GPU \u0639\u0628\u0631 \u0627\u0644\u062a\u0645\u0631\u064a\u0631 PCI<\/strong>\u060c \u0645\u062a\u062c\u0646\u0628\u064a\u0646 \u0642\u064a\u0648\u062f \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629.<\/p>\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.sardinasystems.com\/ar\/news-ar\/stable-ai-workloads-for-data-centers-fishos-and-vmaccel-case\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-1-color\">VMAccel<\/mark><\/a>\u060c \u0648\u0647\u0648 \u0645\u0632\u0648\u062f \u0639\u0627\u0644\u0645\u064a \u0644\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u062f\u064a\u0631 \u0628\u064a\u0626\u0629 \u0645\u062f\u0627\u0631\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 FishOS \u062a\u062a\u0643\u0648\u0646 \u0645\u0646 19 \u0639\u0642\u062f\u0629 \u062d\u0648\u0633\u0628\u0629 <strong>\u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644 \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a GPU \u0648FPGA<\/strong>. \u062a\u062f\u0639\u0645 \u0633\u062d\u0627\u0628\u062a\u0647\u0645 \u0623\u0639\u0628\u0627\u0621 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0635\u0639\u0628\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0639\u0644\u0645 \u0627\u0644\u062c\u064a\u0646\u0648\u0645 \u0648\u0627\u0644\u062a\u0645\u0648\u064a\u0644\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u0625\u0637\u0644\u0627\u0642 \u0648\u0625\u064a\u0642\u0627\u0641 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a. \u064a\u0636\u0645\u0646 FishOS \u0648\u0642\u062a \u062a\u0634\u063a\u064a\u0644 \u0639\u0627\u0644\u064d \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0645\u0631\u0648\u0646\u0629 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0639\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0626\u0629 \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u062d\u0631\u0643\u0629.  <\/p>\n\n<p class=\"wp-block-paragraph\">\u0645\u062b\u0627\u0644 \u0622\u062e\u0631 \u0647\u0648 <a href=\"https:\/\/uni-tuebingen.de\/en\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-1-color\">\u062c\u0627\u0645\u0639\u0629 \u062a\u0648\u0628\u0646\u063a\u0646<\/mark><\/a>\u060c \u0625\u062d\u062f\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0623\u0644\u0645\u0627\u0646\u064a\u0627. \u0628\u0646\u064a\u062a\u0647\u0645 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0640 FishOS <strong>\u062a\u062f\u0639\u0645 \u0623\u0639\u0645\u0627\u0644 GPU \u0639\u0644\u0649 \u0643\u0644 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629\u060c<\/strong> \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0637\u0628\u064a\u060c \u0648\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0631\u0637\u0627\u0646\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0646\u0634\u0627\u0637 \u0627\u0644\u062f\u0645\u0627\u063a\u060c \u0648\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u0627\u0644\u0645\u0632\u064a\u062f. \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u064a\u062a\u0645 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0639\u0642\u062f GPU \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0643\u062b\u0641\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0639\u0627\u0645\u0644 \u0639\u0642\u062f CPU \u0645\u0639 \u0625\u062f\u0627\u0631\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0627\u0644\u0623\u062e\u0631\u0649. \u062a\u062f\u0645\u062c \u0628\u0646\u064a\u062a\u0647\u0645 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0648\u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u062a\u062e\u0632\u064a\u0646 Ceph \u0644\u0644\u0623\u0631\u0634\u0641\u0629.   <\/p>\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.sardinasystems.com\/ar\/blog-ar\/fishos-powered-machine-learning-cloud-for-successful-scientific-research\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/www.sardinasystems.com\/wp-content\/uploads\/2025\/05\/Banner&#x2013;casestudy-1024x231.png\" alt=\"\" class=\"wp-image-73865\"\/><\/a><\/figure>\n\n<p class=\"wp-block-paragraph\"><strong>\u062a\u062f\u0639\u0645 \u0645\u0646\u0635\u0629 Sardina Systems \u0623\u064a\u0636\u064b\u0627 \u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0633\u062a\u0623\u062c\u0631\u064a\u0646 \u0627\u0644\u0647\u0631\u0645\u064a<\/strong>\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0645\u0642\u062f\u0645\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0645\u0646 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0634\u0631\u0643\u0627\u062a \u0648\u0623\u0642\u0633\u0627\u0645 \u0648\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u064a\u0646 \u0645\u0639 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062f\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u062d\u0635\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0639\u0644\u0649 \u0643\u0644 \u0645\u0633\u062a\u0648\u0649. <\/p>\n\n<p class=\"wp-block-paragraph\">\u0645\u0639 FishOS\u060c \u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0645\u0642\u062f\u0645\u0648 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0648\u0645\u0629 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0628\u0646\u064a \u0633\u062d\u0627\u0628\u0629 \u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0623\u0648 \u062a\u0642\u062f\u0645 \u0623\u062c\u0647\u0632\u0629 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0640 GPU\u060c \u0623\u0648 \u062a\u0637\u0644\u0642 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0643\u062e\u062f\u0645\u0629\u060c \u064a\u0648\u0641\u0631 \u0644\u0643 FishOS \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0640: <\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0634\u063a\u064a\u0644 \u0623\u064a \u0628\u0627\u0626\u0639 \u0644\u0640 GPU (NVIDIA\u060c AMD\u060c \u0648\u0627\u0644\u0645\u0632\u064a\u062f)<\/li>\n\n\n\n<li>\u062a\u062c\u0646\u0628 \u0642\u064a\u0648\u062f \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0648\u062a\u0642\u0644\u064a\u0644 \u0625\u062c\u0645\u0627\u0644\u064a \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0644\u0643\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0644\u0646\u0634\u0631 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u062f\u0648\u0646 \u062a\u0639\u0642\u064a\u062f \u0625\u0636\u0627\u0641\u064a \u0644\u0644\u0645\u0646\u0635\u0629<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\"><em><strong>\u062a\u062d\u062f\u062b \u0625\u0644\u0649 \u062e\u0628\u0631\u0627\u0626\u0646\u0627 \u0648\u0627\u0643\u062a\u0634\u0641 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0640 FishOS \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u0646\u0634\u0631 \u0633\u062d\u0627\u0628\u0629 GPU \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0641\u0639\u0627\u0644\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629. <a href=\"https:\/\/www.sardinasystems.com\/ar\/about-us\/contact\/lets-meet\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-1-color\">\u0627\u062d\u062c\u0632 \u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u064a\u0648\u0645.<\/mark><\/a><\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0628\u0633\u0637 FishOS 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\u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n","protected":false},"author":24,"featured_media":73876,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1261],"tags":[1263,2735,3174,3293],"class_list":["post-73910","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-ar","tag-1263","tag-2735","tag-ai-cloud-ar","tag----gpu","grve-entry-item","grve-blog-item"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u062a\u0628\u0633\u0637 FishOS \u0645\u0646 Sardina Systems \u0646\u0634\u0631 \u0633\u062d\u0627\u0628\u0629 GPU \u0645\u0639 \u0623\u062f\u0627\u0621 \u0643\u0627\u0645\u0644 \u0648\u0645\u0631\u0648\u0646\u0629 \u0648\u0628\u062f\u0648\u0646 \u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 - \u0645\u062b\u0627\u0644\u064a\u0629 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