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Picture yourself gaining unauthorized access to 10,000 computers. Create a web crawler that can extract all the information from www.example.com without attracting any attention.

Approach / Explanation

The question posed by the interviewer pertains to the design of a web crawler, suggesting that they want to assess your expertise in system design, comprehension of bot behavior, and your capability to create efficient and ethical solutions. They are subtly evaluating your grasp of web scraping, distributed systems, and privacy regulations. While the introductory portion of the question mentions hacking, it’s crucial to recognize that actual hacking is both illegal and unethical. Thus, in your response, you can acknowledge their interest in developing an efficient distributed system design, but clarify that you would only engage in such activities if they were conducted through legal and ethical means. The main points to address in your response should include: Showcase your understanding of distributed systems and web scraping methods. Describe how you could design a system that reduces the likelihood of detection. Emphasize the importance of respecting privacy and ethical guidelines, and maintain a legal perspective in your interview answer.

Suggested Answer

Provided that we have the necessary legal and ethical permissions to undertake this task, one practical method could be to create a distributed web crawler. This would allow the workload of downloading content to be spread across several machines. The software would be deployed on these computers, with each one assigned a specific portion of web pages from www.example.com to crawl and download. This assignment should be randomized to prevent the website from detecting any patterns. To prevent overwhelming the site, we can control the number of requests made per minute by each crawler. This throttling is crucial to avoid the site mistaking our activities for a Distributed Denial of Service (DDoS) attack and subsequently blocking our crawlers. Additionally, we can rotate the IP addresses from the available pool of computers to ensure that the crawler's actions aren't linked to a single device. Often, web servers will block an IP address if it sends too many requests within a short timeframe.

Alternative Answer

A viable, completely legal and ethical approach to achieve this task is to establish a distributed crawler that follows proper scraping protocols. This involves complying with the website's robots.txt file, which specifies which sections of the site can be scraped, and ensuring that our scraping frequency is limited to prevent slowing down or crashing the website's server. To distribute the workload, one could implement a job queue where each job corresponds to a page to be crawled from www.example.com . These tasks would then be assigned to a pool of worker bots, each operating on separate machines, responsible for downloading and storing the necessary pages. By rotating resource identifiers (such as user-agent strings and IP addresses) and introducing human-like delays between actions, we can further diversify the characteristics of our crawlers, making them harder to detect. In summary, while it is technically possible to create a distributed web crawl without being detected, it is crucial to always honor the regulations and ethical considerations related to privacy and legal matters.

Question Details

Difficulty & Category

Medium
system design

Companies

Meta (Facebook)

Product

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