What is the difference between hardware convergence and software convergence?

Researchers from the Blue Ocean Brain Deep Learning Liquid-Cooled Workstation said:

The foundation of the integration of software and hardware: hierarchical and fragmented systems and macroscopic super-scale, these two reasons make the 28 law widespread.

Software and hardware integration: starting from product definition and system architecture, and gradually expanding to the entire system stack; Expand the microarchitecture design and implementation, even considering process, packaging, and testing; Going up, consider interface drivers, operating systems, frameworks, development libraries, and even application algorithms and business logic.

The integration of software and hardware will inevitably be a super-heterogeneous computing with full collaboration of multiple processing engines such as CPU + co-processor + GPU + FPGA + DSA + ASIC. Among them, each work task is re-coordinated on the basis of balanced decoupling of software and hardware.

The core goal of hardware and software convergence is to balance software flexibility and hardware performance.

The integration of software and hardware is not only a theory and concept, but also a method and solution. Make hardware more flexible, resilient, and scalable, bridging the gap between hardware and software.

The integration of software and hardware meets the challenges of complex computing scenarios such as cloud computing, edge computing, and super terminals. The integration of software and hardware also provides practical ideas and solutions to solve the design risks caused by the high one-time cost of chips.

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What is the integration of hardware and software to produce new business formatsAnswer: The integration of hardware and software to produce new business formats refers to the new links, new chains, and new forms of activities derived from existing industries and fields in response to diversified, diversified, and personalized product or service needs, relying on technological innovation and application, and specifically manifested in business activities based on the Internet; The new business model refers to the integration and reorganization of various internal and external elements of enterprise operation in order to achieve the goal of user value and sustainable profitability of the enterprise, and form an efficient and uniquely competitive business operation model, which is specifically manifested in the integration of the Internet and industrial innovation, the integration of hardware into services, and the provision of one-stop services for consumption, entertainment, leisure and services.

Come on. Hello dear! We'll be happy to answer for you.

What is the integration of hardware and software to produce new business formatsAnswer: The integration of hardware and software to produce new business formats refers to the new links, new chains, and new activity forms derived from existing industries and fields in response to the needs of diversified, diversified, and personalized products or services, relying on technological innovation and application, and specifically manifested in business activities carried out based on the Internet; The new business model refers to the integration and reorganization of various internal and external elements of the enterprise operation in order to achieve the goal of user value and sustainable profitability of the enterprise, and form an efficient and unique competitive business operation model, which is specifically manifested in the integration of the Internet and industrial innovation, the integration of hardware into services, and the provision of one-stop services for consumption, entertainment, leisure and services.

Hardware integration is fast, expensive, and software integration is slow and cheap.

It's very confusing, **file compilers compilation link.

Hehe, this question is quite profound, and I don't know what's going on when you say it.

The essential difference between soft and hard melting. Soft fusion is actually the use of computer software programs combined with graphics card functions for secondary development. Pros:

Low R&D costs,** cheaper than pure hardware fusions. Disadvantages: Due to the domestic secondary development can not work well with the graphics card stably, it is easy to cause crashes due to program problems, so the biggest disadvantage is instability, and even multi-channel picture is out of sync and stuck, because the use of this technology occupies a large number of CPU and GPU resources, the power consumption is quite high, according to the number of channels in 300W to 1000W (or even higher), for customers, although the use of soft fusion technology saves some costs, but the program compatibility is extremely poor, once there is a problem, the gains will outweigh the losses, and the later maintenance cost is also a lot of overhead.

Generally speaking, as long as the use of graphics cards or computers for edge fusion is called soft fusion, the real pure hardware fusion is based on the development of single-chip microcomputer technology, Dashi pure hardware fusion device is through many years of single-chip microcomputer technology research and improvement, and continue to absorb foreign advanced technology, specially developed for the exhibition of pure hardware fusion, with independent intellectual property rights, compared with the software fusion has an overwhelming advantage.

Software convergence is the implementation of the corresponding effect through programming, which is more flexible than hardware, but less efficient.