Multiprocessing in a sentence
Synonym: parallel processing, multitasking.
Meaning: The ability to perform multiple processes simultaneously.
(1) Multiprocessing allows for the simultaneous execution of multiple tasks.
(2) Multiprocessing is particularly useful for computationally intensive tasks.
(3) Multiprocessing allows for efficient utilization of available CPU resources.
(4) Multiprocessing is a key technology for modern data processing and analysis.
(5) Multiprocessing can be used to implement concurrent data processing pipelines.
(6) The adoption of multiprocessing has become increasingly common in recent years.
(7) The multiprocessing approach can help improve the overall throughput of a system.
(8) The use of multiprocessing can significantly improve the performance of a program.
(9) Multiprocessing is a technique used to improve the performance of computer systems.
(10) Multiprocessing allows multiple processes to run simultaneously on a computer system.
Multiprocessing sentence
(11) Multiprocessing can be used to distribute workloads across multiple processors or cores.
(12) The use of multiprocessing can help to improve the scalability of software applications.
(13) Multiprocessing can be used to distribute computational tasks across a cluster of machines.
(14) The multiprocessing module in Python provides a convenient way to implement multiprocessing.
(15) The process scheduler can handle both symmetric multiprocessing and asymmetric multiprocessing.
(16) The multiprocessing module provides mechanisms for inter-process communication and data sharing.
(17) The use of multiprocessing can significantly reduce the time required to complete complex tasks.
(18) Multiprocessing can be especially beneficial in scenarios where tasks can be easily parallelized.
(19) One challenge of multiprocessing is managing communication and synchronization between processes.
(20) One advantage of multiprocessing is that it can help reduce the overall execution time of a program.
Multiprocessing make sentence
(21) The multiprocessing approach can help overcome the limitations of a single-threaded execution model.
(22) The multiprocessing module in Python provides a high-level interface for managing multiple processes.
(23) The multiprocessing module supports various strategies for distributing tasks among multiple processes.
(24) The implementation of multiprocessing requires careful consideration of hardware and software resources.
(25) One consideration when using multiprocessing is the overhead associated with managing multiple processes.
(26) Multiprocessing can be used to implement parallel algorithms and solve complex problems more efficiently.
(27) The development of multiprocessing has enabled the creation of more powerful and efficient computer systems.
(28) The multiprocessing module in Python offers a flexible and powerful framework for implementing multiprocessing.
(29) Multiprocessing can be particularly useful in scenarios where tasks are independent and can be executed in parallel.
(30) The benefits of multiprocessing are particularly evident in applications that require high levels of computational power.
Multiprocessing meaning
Multiprocessing is a term that refers to the ability of a computer system to execute multiple processes simultaneously. It is a powerful technique that can significantly enhance the performance and efficiency of a program or system. To effectively use the word "multiprocessing" in a sentence, consider the following tips:
1. Define the term: Begin by providing a clear and concise definition of multiprocessing.
For example, "Multiprocessing is the simultaneous execution of multiple processes on a computer system, allowing for improved performance and resource utilization."
2. Contextualize the word: Explain the context in which multiprocessing is relevant. This could be in the field of computer science, software development, or any other domain where parallel processing is essential. For instance, "In the realm of high-performance computing, multiprocessing plays a crucial role in accelerating complex simulations and data analysis tasks."
3. Highlight benefits: Emphasize the advantages of using multiprocessing. Discuss how it can enhance efficiency, reduce processing time, and improve overall system performance. For instance, "By leveraging multiprocessing, developers can distribute computational tasks across multiple cores or processors, resulting in faster execution times and improved responsiveness."
4. Provide examples: Illustrate the usage of multiprocessing in practical scenarios. This could include instances where multiprocessing is employed to speed up data processing, handle concurrent user requests, or perform complex calculations.
For example, "In a web server application, multiprocessing can be utilized to handle multiple incoming requests simultaneously, ensuring a seamless user experience even during peak traffic periods."
5. Discuss implementation: Explain how multiprocessing can be implemented in different programming languages or frameworks. Provide code snippets or pseudocode to demonstrate the syntax and usage. For instance, "In Python, the multiprocessing module provides a convenient way to create and manage multiple processes. By utilizing the Process class, developers can easily parallelize their code and take advantage of multiple CPU cores."
6. Address potential challenges: Acknowledge any potential challenges or considerations when using multiprocessing. This could include issues such as inter-process communication, resource contention, or synchronization problems.
For example, "While multiprocessing can greatly improve performance, developers must carefully manage shared resources and ensure proper synchronization to avoid race conditions or data corruption."
7. Conclude with a summary: Summarize the key points discussed in the article and reiterate the importance of multiprocessing in the given context. For instance, "
In conclusion, multiprocessing is a powerful technique that enables the simultaneous execution of multiple processes, leading to improved performance and efficiency. By leveraging multiprocessing, developers can harness the full potential of modern computer systems and achieve significant speedups in their applications." By following these tips, you can effectively incorporate the word "multiprocessing" into your writing, providing a comprehensive understanding of its meaning, usage, and benefits.
The word usage examples above have been gathered from various sources to reflect current and historical usage of the word Multiprocessing. They do not represent the opinions of TranslateEN.com.