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About NVIDIA Security Bulletin – CVE-2023-31029 and CVE-2023-31030 (14th Jan 2024)
Preface: Artificial intelligence performs better when humans are involved in data collection, annotation, and validation. But why is artificial intelligence ubiquitous in the human world? Can we limit the use of AI? Background: The NVIDIA DGX A100 system comes with a baseboard management controller (BMC) for monitoring and controlling various hardware devices on the system.…
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Supply constraints and product attribute design. It is expected that two camps will be operated in the future. (9th JAN 2024)
Preface: When High performance cluster (HPC) was born, it destiny do a competition with traditional mainframe technology. The major component of HPC is the multicore processor. That is GPU. For example: The NVIDIA GA100 GPU is composed of multiple GPU Processing Clusters (GPCs), Texture Processing Clusters (TPCs), Streaming Multiprocessors (SMs), and HBM2 memory controllers. Compare…
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Artificial Intelligence technology development whether bring a battle for hegemony of compiler? (29th Dec 2023)
Preface: The competitors of LLVM such as GCC, Microsoft Visual C++, and Intel C++ Compiler. NVIDIA’s CUDA Compiler (NVCC) is based on the widely used LLVM open source compiler infrastructure. Furthermore, Tesla engineers wrote their own LLVM backed JIT neural compiler for Dojo. Background: Instead of relying on computing power to function, GPUs rely on…
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Processor technology perspective: Unified Memory with shared page tables (28th Dec 2023)
Preface: NVIDIA Ada Lovelace architecture GPUs are designed to deliver performance for professional graphics, video, AI and computing. The GPU is based on the Ada Lovelace architecture, which is different from the Hopper architecture used in the H100 GPU. As of October 2022, NVLink is being phased out in NVIDIA’s new Ada Lovelace architecture. The…
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CVE-2023-37188 Artificial Intelligence world versus tiny software components. Do not contempt a noncritical vulnerability! (27th December 2023)
Preface: Data science is an interdisciplinary field that combines statistical analysis, programming, and domain knowledge to extract valuable insights and make data-driven decisions. Background: 2020 has been a year in which the Blosc program has received significant donations, totalling $55,000 to date. The most important tasks carried out between January 2020 and August 2020. Most…
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Don’t underestimate the impact of today’s open-source software development! (18th Dec 2023)
Preface: In ten years ago, if you talk to people that your product software development use opensource products. Most likely cyber security expert will query your decision. But the trend of open-source software products usage seems change. The truth is a lot of open-source products alliances with enterprise computer vendor. So, the patch will deliver…
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For AI world in future, NVIDIA has developed a Secure Deployment Considerations Guide address to Triton Inference Server (6th Dec 2023)
Preface: Artificial intelligence (AI) is growing like lightning. As a I.T computer user. Maybe we enjoy the benefits of smartphone apps features empowered by AI. As a matter of fact, we do no care or without knowledge what is AI back-end operations and architecture. For example, when you buy a steamed bun at the store,…
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Understanding machine learning (activation functions) in a casual way. (30th Nov 2023)
Preface: Maybe it’s a long story, but in a nutshell, this is page one. In fact, when you start studying on your first day. No matter it is an overview of AI technology. The information covers advanced mathematics, graphics and technical terminology. It will reduce your interest. In fact, the world of mathematics is complex.…
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CVE-2023-48105: Weakness in buffer boundary checks in wasm loader (23rd Nov 2023)
Preface: Decentralized AI is an approach to AI where the data and models are distributed across multiple devices, rather than being centralized in a single location. Such design benefits to AI infrastructure avoiding denial of service attack and let unknown technical matter occurs during this period. Background: Internet Computing aims to extend the capabilities of…
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Do not contempt CVE-2023-6238: kernel: nvme: memory corruption via unprivileged user passthrough (22nd Nov 2023)
Preface: High-performance computing is a method of processing large amounts of data and performing complex calculations at high speed. HPC is well suited for AI, which uses large data sets and complex models. HPC and AI combined have use cases in the following areas: Predictive Analytics. Physics and Modeling. IO-Heavy HPC Computing: Requires systems that…