Вопросы по дисциплине:
Системы обработки больших данных (Big Data)
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| № | Вопрос | Действия |
|---|---|---|
| 111 | Put the words and word combinations below in order to form a meaningful sentence: | Открыть |
| 112 | Read the monologue and answer the question below, use only one word. Last year our online shop decided to store client data on a virtual server as it is cost-effective, and accessible from anywhere with an internet connection. However, the facility that we chose failed to adequately protect our client's data. Unfortunately, unauthorized individuals gained access to our storage servers, resulting in the theft of sensitive client data. This breach has raised serious concerns about data privacy and the security measures implemented by the provider. Question: What data storage is discussed? | Открыть |
| 113 | . Read the monologue and answer the question below, use only one word. As a programmer involved in programming a neural network, our team employs several methods of data processing to optimize our network's performance. Let me enumerate a few of these methods: We organize and structure our data meticulously, breaking it down into portions. This approach helps us process a large volume of data effectively. To facilitate the network's learning process, we introduce real-time adjustments, allowing it to update its internal model as it processes each batch of data. This iterative learning helps improve the network's accuracy over time. Our neural network is designed to handle dynamic and complex data by utilizing a streaming approach. By enabling a continuous flow of data, we enable the network to analyze real-time inputs and respond swiftly to changing conditions. We also use parallel processing, distributing the computational workload across multiple resources. This technique enables us to process multiple batches simultaneously, enhancing the overall efficiency of our network. Additionally, our team employs a distributed system, utilizing interconnected computers that collaborate to process and analyze data. This distributed setup allows us to handle large-scale datasets and achieve faster processing speeds. Now, keeping in mind the above techniques, there is one particular data processing method that I have described without explicitly naming it. Question: Can you guess which data processing method the programmer meant? | Открыть |
| 114 | There are three main features of Big Data, which are Volume, Velocity, and …. | Открыть |
| 115 | Hard disk drives are … failure. | Открыть |
| 116 | DNA storage is a potential solution for storing vast amounts of data in a small space and can last for thousands of years. However, it is still in the early stages of … and requires more research. | Открыть |
| 117 | Big Data presents … challenges and opportunities for IT professionals. | Открыть |
| 118 | Volume … to the enormous amount of data generated every day. | Открыть |
| 119 | By using specialized …, innovative solutions, and ongoing research and development, we can effectively store and manage Big Data. | Открыть |
| 120 | Sometimes batch processing, real-time processing, and stream processing can be…, like in traffic monitoring or managing bank transactions. | Открыть |