batch processing

简明释义

整批资料处理

英英释义

例句

1.The software is designed to optimize batch processing for better performance.

该软件旨在优化批处理以提高性能。

2.With batch processing, updates can be applied to numerous records simultaneously.

使用批处理，可以同时对多个记录应用更新。

3.In data analysis, batch processing allows for the execution of multiple jobs at once.

在数据分析中，批处理允许一次执行多个任务。

4.Using batch processing, we can automate the generation of monthly reports.

通过使用批处理，我们可以自动生成每月报告。

5.The company uses batch processing to handle large volumes of transactions efficiently.

公司使用批处理高效地处理大量交易。

作文

In today's fast-paced digital world, the efficiency of data processing is paramount. One of the most effective methods for handling large volumes of data is through batch processing, which refers to the execution of a series of jobs in a program on a computer without manual intervention. This method allows for the processing of data in groups or batches, rather than one piece at a time, which can significantly enhance productivity and resource utilization. Batch processing (批处理) is particularly beneficial in scenarios where high volumes of data need to be processed, such as in payroll systems, bank transactions, and data analysis tasks.The advantages of batch processing are numerous. Firstly, it enables organizations to schedule jobs during off-peak hours, thus optimizing the use of computing resources. For instance, a company might choose to run its payroll calculations overnight when system demand is lower. This not only frees up resources during peak hours but also ensures that tasks are completed efficiently without disrupting regular operations.Secondly, batch processing can lead to improved accuracy. By processing data in batches, errors can be identified and corrected before they propagate through the system. This is especially important in financial applications where accuracy is critical. Moreover, the automated nature of batch processing reduces the likelihood of human error, as fewer manual inputs are required.Another significant benefit is the cost-effectiveness associated with batch processing. Organizations can save on operational costs by running multiple processes simultaneously, thus maximizing the use of their hardware and software resources. In addition, since batch processing often requires less direct supervision, companies can allocate their workforce more efficiently, focusing human resources on more strategic tasks.Despite its advantages, batch processing is not without its challenges. One of the main drawbacks is the potential for delays in processing time. Since jobs are queued and executed in batches, there may be a lag between when data is generated and when it is processed. This can be problematic in situations requiring real-time data processing, such as online transaction processing systems. Therefore, organizations must carefully assess their needs to determine whether batch processing is the right approach.Additionally, monitoring and managing batch processing jobs can become complex, especially as the volume of data increases. Organizations need robust systems in place to track job statuses, handle errors, and ensure that all processes run smoothly. This complexity necessitates investment in technology and training, which can be a barrier for some businesses.In conclusion, batch processing (批处理) is a powerful tool for managing large volumes of data efficiently. Its ability to improve productivity, accuracy, and cost-effectiveness makes it an attractive option for many organizations. However, the potential challenges associated with processing delays and management complexities must be considered. As technology continues to evolve, the methods and tools for batch processing will likely advance, further enhancing its capabilities and applications in various industries.