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- “Dirty bit is used to reduce the overhead of page transfer”. Statewhether the given statement is true or false. Justify your answer withsuitable example.Note: Do not copy it anywhere from the internet. In case of copying, you might have to face its consequences. Thanks! Subject/Course: Introduction to Data Science. Q: Given following graph, you have to compute page rank of each node using page rank algorithm. The value of damping factor is 0.75. Run three iterations (Iteration 0, 1 and 2) and finally rank the nodes.One of my students asserted that, in the abstract, the three basic page replacement algorithms (FIFO, LRU, and optimum) are similar except for the characteristic that is utilised for picking the page to be replaced. I disagreed.(a) What is the attribute of the FIFO algorithm that you are referring to? What is the LRU algorithm? What exactly is the pptimal algorithm?The generic algorithm for these page replacement algorithms should be provided in (b).
- 1(c) What is the best-case time complexity for inserting n items into a hash table of size m? When willthe performance of an open addressing hash table degrade no matter what collision resolutionscheme is used?Instead of a single link list, if a circular and double link list is used, namely, the list is a circle and can move both ways, what is the optimal number of skip nodes (express stations) for N original nodes (local stations)? Justify your conclusion with mathematical detailsTo index (create a concordance for) the web, provide an implementation of Page that displays B-tree nodes as text files on web pages. Utilise a list of keywords. Take the normal input of web pages to be indexed. Take the command-line argument m and establish an upper maximum of 10m internal nodes to maintain control (before executing for big m, consult with your system administrator). When naming your internal nodes, use an m-digit number. Your nodes' names, for instance, may be BTreeNode0000, BTreeNode0001, BTreeNode0002, and so on when m is 4. Keep strings in pairs on the pages. Add the sort and write operations close() to the API.
- Using the following page replacement algorithms, determine the number of faults in the following reference string given a physical memory size of 4 frames: 5 6 5 4 4 4 8 2 9 9 0 4 5 3 9 6 8 1 9 1 6 1 0 0 5 OPT. 3 framesConsider the following page reference string: 1 2 3 4 2 1 5 6 2 1 2 3 7 6 3 2 1 2 3 6 What are the last pages in main memory in their order, and how many page faults would occur for the following page replacement algorithms? Assuming 4 frames. A) FIFO B) Optimal C) LRUConsider the following page reference string: 4, 2, 3, 1, 2, 6, 3, 4, 6, 7, 7, 1, 0, 5, 4, 1, 2, 5, 4, 4 Using the Optimal page replacement algorithms with 3 frames, show the page load order and number of page faults that would occur.
- Which data structure conveniently used to implement BFS? Select one: a. Stacks b. Priority Queues c. Queues d. All of the mentioned A Perceptron can learn the Majority function, i.e., where each input unit is a binary value (0 or 1) and it outputs 1 if there are more 1s in the input than 0s. Assume there are n input units where n is odd. Select one: True False which of the following is/are an example of an expert system? Select one or more: a. Image captioning b. Stock market prediction c. Face recognition d. Clinical support systemComputer Science Given the reference string 2 1 3 5 3 4 3 1 Calculate the number of page faults using the OPTIMAL, LRU, FIFO page replacement algorithms with pure demand paging. Assume there are three total frames for the process. List the final contents of the frames.Write a program that implements the FIFO and LRU page-replacement algorithms presented in this chapter. First, generate a random page reference string to each algorithm, and record the number of page faults incurred by each algorithm. Implement the replacement algorithms so that the number of page frames can vary from 1 to 7. Assume that demand paging is used.