Select all that hold true about Bloom Filters: Select one or more: A. Bloom Filter has...

Select all that hold true about Bloom Filters:

Select one or more:

A. Bloom Filter has a predictable false positive rate. (Incorrect choices are penalized)

B. The total storage required for a Bloom Filter is fixed to be mm bits, and this won't increase regardless of the number of values stored.

C. Each search operation can be processed in the order of O(n×k)O(n×k) by a Bloom Filter with kk hash functions that already added nn values.

D. Each search or insert operation only requires O(k)O(k) operations by a Bloom Filter with kk hash functions and the cost does not depend on either the number of bits used by the Bloom Filter or nn, the number of values already added.

E. While the size of the bit array used by the Bloom Filter is constant, it may need to be quite large to reduce the false positive rate.

F. The Bloom Filter supports the following operations: add/insert the element, search the element, and remove the element.

G. While risking false positives, Bloom Filters have a strong space advantage over other data structures for representing sets, such as self-balancing binary search trees, tries, has tables, simple arrays or linked lists.

H. The Bloom Filter also stores the data items themselves that could be retrieved in O(k)O(k) time

Expert Solution

Answer)
The following are the valid statements regarding the Bloom filters :
A. A bloom filter has a predictable false positive rate.
B. The total storage required for a bloom filter is fixed to be m bits and this won't increase regardless of the number of values stored
D. Each search or insert operation only requires O(k)O(k) operations by a Bloom Filter with kk hash functions and the cost does not depend on either the number of bits used by the Bloom Filter or nn, the number of values already added.
E. While the size of the bit array used by the Bloom Filter is constant, it may need to be quite large to reduce the false-positive rate.
G.

The bloom filters have a false positive rate, reducing the size of the bit array used reduces the false positive rate. Bloom filters will be having better space advantage.

**Please Hit Like if you appreciate my answer. For further doubts on the or answer please drop a comment, I'll be happy to help. Thanks for posting.**

venereology answered 2 months ago

1. Which of the following statements are true? Select all that apply. Select one or more:...

1. Which of the following statements are true? Select all that apply. Select one or more: a. Earnings per share is calculated by dividing retained earnings by the number of shares of common stock outstanding. b. The creditors of a firm must be satisfied before any earnings can be distributed to the common shareholders. c. When referring to ratio comparisons, time-series analysis compares a firm to that of an industry leader. d. The operating profit margin must take into account...

1. Which of the following are TRUE about sperm? Select one or more: a. Hyaluronidase is...

1. Which of the following are TRUE about sperm? Select one or more: a. Hyaluronidase is the enzyme involved in dissolving the protective coating around the unfertilized ovum. b. The first sperm cell to reach the egg successfully fertilizes that cell. c. Sperm cells have half the number of chromosomes as a spermatagoium and are about the same size. d. Sperm cell capacitation, which occurs after ejaculation, is required for sperm cells to be active. e. Mitochodria are located in...

Which statements about quantitative research are accurate? (Select all that apply.) Select one or more: a....

Which statements about quantitative research are accurate? (Select all that apply.) Select one or more: a. The results of quantitative research should be generalized back to the population from which the sample was drawn. b. The methods of quantitative research are consistent with the philosophy of logical positivism. c. Quantitative research addresses quantities, relationships, and causes. d. Quantitative research predominates in the nursing research literature. e. Quantitative research is always experimental. f. Quantitative research tells the story of the research...

Which of the following is not true? Select one: A. An sp3 hybrid orbital may hold...

Which of the following is not true? Select one: A. An sp3 hybrid orbital may hold a lone pair of electrons. B. The sp3 hybrid orbitals are degenerate. C. An sp3 hybrid orbital may form a sigma bond by overlap with an orbital on another atom. D. An sp3 hybrid orbital may form a pi bond by overlap with an orbital on another atom.

All of the following are true about project schedule EXCEPT? Select one: a. Critical path is...

All of the following are true about project schedule EXCEPT? Select one: a. Critical path is the shortest path in the network b. Activities on critical path have slack time of zero c. To shorten the project completion time, activities on the critical path should be crashed. d. The project completion time is the sum of all activity times on the critical path.

All of the following statements about life insurance are true, EXCEPT: Select one: a. Whole life...

All of the following statements about life insurance are true, EXCEPT: Select one: a. Whole life insurance is regarded as permanent insurance and is generally more expensive than term insurance. b. Beneficiaries who receive benefits under life insurance policies after the insured’s death must pay income tax on the death benefits they receive. c. Term life insurance provides temporary protection for a stated number of years, and is frequently renewable. d. The incontestable clause states that the insurer cannot contest...

Which of the following is/are true about FUTA obligations? (You may select more than one answer....

Which of the following is/are true about FUTA obligations? (You may select more than one answer. Single click the box with the question mark to produce a check mark for a correct answer and double click the box with the question mark to empty the box for a wrong answer. Any boxes left with a question mark will be automatically graded as incorrect.) FUTA is subject to a 5.4 percent reduction based on employer and state factors.unanswered FUTA applies to...

Which of the following is / are not true about Securitization: - Select one: a. It...

Which of the following is / are not true about Securitization: - Select one: a. It is process by which receivables are converted into securities b. It is process by which collateral securities are given by borrowers to financial institutions for loan c. It is a process by which default risk is transferred to third parties d. It is a process in which SPV plays the vital role.

Select all that is/are true about the cash flow of a firm A . in measuring...

Select all that is/are true about the cash flow of a firm A . in measuring free cash flows we are more interested in considering cash flows an accounting perspective rather than the perspective of the firm;s shareholders and investors. B. Net cash flow does not include after tax interest expense C.While an income statement measures a company's profit,profits are not the same as cash flows;profits are calculated on a cash basis rather than an accruals basis. D.A firm which...

Select all answers that are true of the nerve pathway within the ANS. Select one or...

Select all answers that are true of the nerve pathway within the ANS. Select one or more: a. the post synaptic/ganglionic nerve reaches a single target cell b. it involves unmyelinated axons c. there is only 1 nerve d. the post synaptic/ganglionic nerve reaches multiple target cells e. there is a synapse f. it uses the neurotransmitter NE g. multiple synapses are involved h. it uses the neurotransmitter ACh i. it involves myelinated axons j. it consists of two nerves

Question