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NEW QUESTION: 1
Which of the following is a red flag associated with improper asset valuation?
A. Unusual increase in gross margin.
B. Allowance for bad debts that is increasing in percentage terms.
C. Unusual decrease in the number of days' purchases in inventory.
D. Recurring positive cash flows from operations.
Answer: A
NEW QUESTION: 2
In the standard word count MapReduce algorithm, why might using a combiner reduce the overall Job running time?
A. Because combiners perform local aggregation of word counts, thereby reducing the number of key-value pairs that need to be snuff let across the network to the reducers.
B. Because combiners perform local aggregation of word counts, and then transfer that data to reducers without writing the intermediate data to disk.
C. Because combiners perform local aggregation of word counts, thereby reducing the number of mappers that need to run.
D. Because combiners perform local aggregation of word counts, thereby allowing the mappers to process input data faster.
Answer: D
Explanation:
*Simply speaking a combiner can be considered as a"mini reducer"that will be applied potentially several times still during the map phase before to send the new (hopefully reduced) set of key/value pairs to the reducer(s). This is why a combiner must implement the Reducer interface (or extend the Reducer class as of hadoop 0.20).
*Combiners are used to increase the efficiency of a MapReduce program. They are used to aggregate intermediate map output locally on individual mapper outputs. Combiners can help you reduce the amount of data that needs to be transferred across to the reducers. You can use your reducer code as a combiner if the operation performed is commutative and associative. The execution of combiner is not guaranteed, Hadoop may or may not execute a combiner. Also, if required it may execute it more then 1 times. Therefore your MapReduce jobs should not depend on the combiners execution.
Reference:24 Interview Questions & Answers for Hadoop MapReduce developers,What are combiners? When should I use a combiner in my MapReduce Job?
NEW QUESTION: 3
The criteria for evaluating the legal requirements for implementing safeguards is to evaluate the cost (C) of instituting the protection versus the estimated loss (L) resulting from the exploitation of the corresponding vulnerability. Therefore, a legal liability may exists when:
A. (C > L - (residual risk)) or C is greather than L minus residual risk
B. (C < L - (residual risk)) or C is less than L minus residual risk
C. (C < L) or C is less than L
D. (C > L) or C is greather than L
Answer: C
Explanation:
If the cost is lower than the estimated loss (C < L), then legal liability may exists if you fail to implement the proper safeguards.
Government laws and regulations require companies to employ reasonable security measures to reduce private harms such as identity theft due to unauthorized access. The U.S. Gramm-LeachBliley Act (GLBA) Safeguards Rule and the broader European Directive 95/46/EC, Article 17, both require that companies employ reasonable or appropriate administrative and technical security measures to protect consumer information.
The GLBA is a U.S. Federal law enacted by U.S. Congress in 1998 to allow consolidation among commercial banks. The GLBA Safeguards Rule is U.S. Federal regulation created in reaction to the GLBA and enforced by the U.S. Federal Trade Commission (FTC). The Safeguards Rule requires companies to implement a security plan to protect the confidentiality and integrity of consumer personal information and requires the designation of an individual responsible for compliance.
Because these laws and regulations govern consumer personal information, they can lead to new requirements for information systems for which companies are responsible to comply.
The act of compliance includes demonstrating due diligence, which is defined as "reasonable efforts that persons make to satisfy legal requirements or discharge their legal obligations". Reasonableness in software systems includes industries standards and may allow for imperfection. Lawyers representing firms and other organizations, regulators, system administrators and engineers all face considerable challenge in determining what constitutes "reasonable" security measures for several reasons, including:
1.Compliance changes with the emergence of new security vulnerabilities due to innovations in information technology;
2.Compliance requires knowledge of specific security measures, however publicly available best practices typically include general goals and only address broad categories of vulnerability; and
3.Compliance is a best-effort practice, because improving security is costly and companies must prioritize security spending commensurate with risk of non-compliance. In general, the costs of improved security are certain, but the improvement in security depends on unknown variables and probabilities outside the control of companies.
The following reference(s) were used for this question: KRUTZ, Ronald L. & VINES, Russel D., The CISSP Prep Guide: Mastering the Ten Domains of Computer Security, 2001, John Wiley & Sons, Page 315. and http://www.cs.cmu.edu/~breaux/publications/tdbreaux-cose10.pdf