Sam's Bare-Metal Server Features©

	Sam's Bare-Metal Server Features Introduction: The required speed of computer-server CPU (for supporting ML, AI, Cybersecurity, Graphic, language analysis, data analysis. …) is critical to any AI Model-Agent. CPU speed is directly related to the speed of system buses for transfer data, addresses, and control signals. Therefore, this page presents the issue of Bare-Metal Server Features. Bare-Metal Server Features Our ML main goal is scanning for possible malicious code and remove it from the network. Scanning is two parts, first inbound bytes and second is the content of the network. Scanning speed in very critical for our ML to be of any value. The focus of this section is our recommendation of what should be the bare-metal server(s) structure. The goal is to exclusively execute our ML software on the bare-metal without sharing the bare-metal with other processes or programs except the Operation System. Image #4 Image #5 Images #4,#5 are rough pictures of what we believe should Bare-Metal Structure would have as its internal components. Our goal is speed and we are open for recommendations, corrections or suggestions. Bare-Metal Server, Scanning Network's Inbound Traffic, Image #4 presents how the network's would scan all the firewalls traffic. Performance Speed: We choose bare-metal server with 8 or more processors, all the core memory the server would have. Each processor would have its own Cache, registers and its own virtual server. Each processor would run independently. We hope that we our recommendation is not dated and there could be more advance bare-metal servers than what we are presenting. What factors would be considered in bare-metal structure and its performance? CPU, core, clock speed, registers, cache memory, core memory, bus, chip manufacture support, software support, VM, labor, time, testing and cost. Note: Physical or bare-metal server's hardware is quite different than that of other types of computers. Physical server would have Multi-Core processors, IO Controller with multiple hard drive, Error Correction Code (ECC) memory, multiple power supply, threading, parallel computing, redundancies, ..etc. The reason for all these additions is the fact that servers run 24X7 and data loss, damages or slow performance would translate to losing business, customers, ..etc. The goal of ML bare-metal is to handle the throughput of all the firewalls. Let us Do the Math: Max number packets one firewall would handle        = 64,584 packets per second With high-performance software, a single modern server processes over 1 million HTTP requests per second. The fact that the average packet size is about 1,500 byte        A 32-bit CPU can process 34,359,738,368 bits per second = 4,294,967,296 byte per second. Max number bytes one, 10, 100 or 1,000 firewall would handle:        One firewall = 64,584 X 1,500 = 96,876,000 about 100 Millions byte per second        10 firewalls = 1 billion byte per second        100 firewalls = 10 billion byte per second        1,000 firewalls = 1 trillion byte per second        One CPU = 4 trillion byte How many bytes would 8 core processor would process per? In term of hardware, what we are asking is the following:        1. 8 or more processors        2. High or fast Clock speed        3. 64 bit registers        4. Number of registers - Max        5. The biggest Cache the machine can have        6. The biggest size of RAM the machine can have        7. 128 bit or more Bus size Computer Buses: How important Computer Bus? Computer buses are crucial hardware components that act as communication pathways, enabling different parts of a computer to exchange data and instructions. They are essential for the efficient operation of a computer system, allowing components like the CPU, memory, and peripherals to interact. Importance of Computer Buses:        Data Transfer        Address and Control        System Performance        Communication Between Components Types of Computer Buses: There are two types of computer buses:        1. System Buses        2. I/O Buses What is the difference between system Bus and I/O bus? The system bus connects the CPU to the computer's main memory, while the I/O bus connects the CPU to peripheral devices like keyboards, mice, and printers. In essence, the system bus handles internal communication within the computer, while the I/O bus handles communication with external devices.