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Cloudera CCA-500 : Cloudera Certified Administrator for Apache Hadoop (CCAH) Exam

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Test Number : CCA-500
Test Name : Cloudera Certified Administrator for Apache Hadoop (CCAH)
Vendor Name : Cloudera
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CCA-500 test Format | CCA-500 Course Contents | CCA-500 Course Outline | CCA-500 test Syllabus | CCA-500 test Objectives

Exam Title : Cloudera Certified Administrator for Apache Hadoop
Exam ID : CCA-500
Number of Questions: 60 questions
Time Limit: 90 minutes
Passing Score: 70%
Language: English, Japanese

1. HDFS (17%)
Describe the function of HDFS daemons
Describe the normal operation of an Apache Hadoop cluster, both in data storage and in data processing
Identify current features of computing systems that motivate a system like Apache Hadoop
Classify major goals of HDFS Design
Given a scenario, identify appropriate use case for HDFS Federation
Identify components and daemon of an HDFS HA-Quorum cluster
Analyze the role of HDFS security (Kerberos)
Determine the best data serialization choice for a given scenario
Describe file read and write paths
Identify the commands to manipulate files in the Hadoop File System Shell
2. YARN (17%)
Understand how to deploy core ecosystem components, including Spark, Impala, and Hive
Understand how to deploy MapReduce v2 (MRv2 / YARN), including all YARN daemons
Understand basic design strategy for YARN and Hadoop
Determine how YARN handles resource allocations
Identify the workflow of job running on YARN
Determine which files you must change and how in order to migrate a cluster from MapReduce version 1 (MRv1) to MapReduce version 2 (MRv2) running on YARN
3. Hadoop Cluster Planning (16%)
Principal points to consider in choosing the hardware and operating systems to host an Apache Hadoop cluster
Analyze the choices in selecting an OS
Understand kernel tuning and disk swapping
Given a scenario and workload pattern, identify a hardware configuration appropriate to the scenario
Given a scenario, determine the ecosystem components your cluster needs to run in order to fulfill the SLA
Cluster sizing: given a scenario and frequency of execution, identify the specifics for the workload, including CPU, memory, storage, disk I/O
Disk Sizing and Configuration, including JBOD versus RAID, SANs, virtualization, and disk sizing requirements in a cluster
Network Topologies: understand network usage in Hadoop (for both HDFS and MapReduce) and propose or identify key network
design components for a given scenario
4. Hadoop Cluster Installation and Administration (25%)
Given a scenario, identify how the cluster will handle disk and machine failures
Analyze a logging configuration and logging configuration file format
Understand the basics of Hadoop metrics and cluster health monitoring
Identify the function and purpose of available tools for cluster monitoring
Be able to install all the ecoystme components in CDH 5, including (but not limited to): Impala, Flume, Oozie, Hue, Cloudera Manager, Sqoop, Hive, and Pig
Identify the function and purpose of available tools for managing the Apache Hadoop file system
5. Resource Management (10%)
Understand the overall design goals of each of Hadoop schedulers
Given a scenario, determine how the FIFO Scheduler allocates cluster resources
Given a scenario, determine how the Fair Scheduler allocates cluster resources under YARN
Given a scenario, determine how the Capacity Scheduler allocates cluster resources
6. Monitoring and Logging (15%)
Understand the functions and features of Hadoops metric collection abilities
Analyze the NameNode and JobTracker Web UIs
Understand how to monitor cluster daemons
Identify and monitor CPU usage on master nodes
Describe how to monitor swap and memory allocation on all nodes
Identify how to view and manage Hadoops log files
Interpret a log file

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Insider buying and selling Is Rife with out a Regulators in Sight | CCA-500 Question Bank and real Questions

(Bloomberg Opinion) -- At 6 a.m. on Aug. 3, Google purchased a 6.6% stake in ADT Inc., the biggest U.S. domestic safety business, for $450 million. ADT appreciated one hundred% as quickly as the inventory market opened. but the headlines detailing the transaction weren't a complete surprise because more than a number of individuals knew ADT became poised to advantage from an event huge adequate to be gaining Google's hitherto inaccessible know-how.

CONSTELLATION manufacturers, INC.

Three days previous, when ADT wasn't reporting much of anything, a collection of computerized buying and selling alerts derived from the algorithms of Bloomberg computerized Intelligence (BAI) printed insiders' unmistakable handiwork: 

-- On July 29, the frequency of individuals searching for articles about ADT and studying them handed probably the most recent 30-day standard. 

-- The same day, ADT rose 6.three% via trades ninety% extra numerous than the 20-day usual and when its weekly benefit unless that point become 4.1%. ADT rivals closed with an ordinary decline of 2.6%.

 -- On July 30, ADT bonds modified palms 4 instances greater than the five-week usual.

 -- here day, ADT quantity jumped to greater than five instances the 20-day usual.

All of this activity potential buyers, who have been recommended ample to purchase ADT at $7.91 a share earlier than the BAI signals, could promote the stock at $17.21 on the news of the Google stake in ADT. The return was 118%, or the equal of turning $1 million into $2.eight million in four days. 

buying and selling was significant: The three-day common value of the shares ($eight.fifty five) earlier than the deal's disclosure was 8.2% more advantageous than the 30-day commonplace price previous to July 29, indicating buyers' habits changed in the seventy two hours of buying and selling earlier than the information, in response to statistics compiled by way of Bloomberg.

a screenshot of a cell phone: Talk About a Head Start © Bloomberg speak a few Head start

there isn't a end to the parade of corporate transactions preceded via buying and selling underlying their selective disclosure. and there is no sign regulators see the possibility of insider trading in at least a dozen of them all the way through the past year, including Google's offer for Fitbit, LVMH's plan to purchase Tiffany, Avaya's strategic partnership with RingCentral, and Stryker’s taking over Wright clinical. 

that's too bad as a result of economic markets deliver the clearest indicators of individuals making the most of confidential assistance. 

August 2019 turned into an peculiarly busy month for unexplained, nicely timed trades. They begun earlier than Carl Icahn disclosed his stake in Cloudera Inc. Muddy Waters research acknowledged brief-selling Burford Capital, and Philip Morris announced talks to purchase Altria community. thousands and thousands of bucks had been pocketed from anomalous trades with the belated disclosure of those offers, in response to facts compiled with the aid of Bloomberg settling on peculiar price fluctuations.

The inventory market changed into little changed during the middle of Aug. 6, 2019. Amid the serenity, Burford Capital tumbled eight.1%, a loss greater than any each day decline in 16 months, in accordance with an automated Bloomberg report conceived to alert traders to irregular strikes available in the market within the absence of any information. trading in the business's shares changed into 76% more desirable than the 20-day standard.

Burford, which offers financing for corporate litigation, arbitration and different disputes, ended the day down 18.eight%, the largest stoop considering the fact that the company's preliminary public offering in 2009. Nothing become pointed out about this aberration on the conclusion of the day when the benchmark FTSE 100 index retreated lower than 1%.

The enterprise’s Burford's calamity deepened on Aug. 7. Muddy Waters, the firm headquartered by Carson Block to cash in on inflated valuations with the aid of selling borrowed securities and buying them back later at a decrease price, mentioned Burford's accounting changed into wrong. Burford shares plummeted sixty six% earlier than closing down forty six%. The short-promoting before the Muddy Waters announcement realized a earnings of as a great deal as 85%, or $1 million for each $1.85 million over two days.

a couple of hours earlier than Icahn pronounced a 12.sixty two% stake in Cloudera Inc. on Aug. 1, Bloomberg signals provided distinctive signs of market chaos for the Palo Alto-primarily based maker and distributor of application for managing company facts. simply after 10 a.m., the measure of future expense swings, or implied volatility, surged to a level better than 80% of each session all over the previous twelve months. 

by using 1 p.m. Cloudera was up 5.4%, greater than any every day benefit seeing that June 17, 2019, and trading in alternate options, which provide holders the appropriate to purchase the shares at a exact rate, exploded to triple the 20-day commonplace. within a span of half-hour, the variety of social-media postings rose greater than fivefold to 10 per 30 minutes from the regular of 1.eight — completing each variety of notification of unusual trading when there was no news to explain it. 

by using the conclusion of the day, Cloudera was up 6.2% when the benchmark Russell 2000 expertise Index fell 0.three%. It was a superb outcome for a corporation whose shares rose more than 6% on most effective six days during the outdated one year, when profits exceeded analyst estimates or the analysts mentioned themselves bullish on the enterprise. however there changed into no such news spurring the latest rally, notwithstanding every computerized alert become caused via the abnormal trading.

bound ample, after the market closed, Carl Icahn's pretty much 13% stake was disclosed. The up to now unfathomable trading now made best feel. call alternate options that allow buyers to improvement from rallies — and are among the many most-traded derivatives — won greater than 10% on Aug. 1 after advancing greater than 13% all through the preceding few days for a list web increase. anyone who bought these alternatives reaped a 30% income in two days. 

The astonishing recreation in Burford Capital and Cloudera had been the nice and cozy-up acts for the climax on the morning of Aug. 27, 2019, when Philip Morris Inc. announced that it turned into in discussions with Altria group Inc. over what it observed was a possible all-stock merger of equals. 

four days previous, the cost of puts, or alternate options that provide holders the right to sell Philip Morris shares at a exact cost on a targeted date, won eighty one% with out a snippet of information to justify the activity. Early the next trading day, Aug. 26, Philip Morris alternatives changed palms at a expense greater than triple the 20-day relocating average as the most-traded options on the day. The places, enabling holders to capitalize on their bearish bets, favored 139%. 

by noon, Philip Morris shares were in a free fall, plummeting 6% of their worst lack of the yr. The carnage happened when the benchmark S&P 500 index climbed 1.2% on the day. 

The denouement changed into superb as these hitherto inexplicable trades reaped a bonanza after the Philip Morris announcement. The shares fell 7.76% to the bottom price considering the fact that January 2019 and the greatest loss given that April 2018.

The S&P 500 turned into calm by way of assessment, down 0.3%. The alternatives merchants making the bearish bets previous the company's statement collected a earnings of as much as 760%, or $7.6 million for every $1 million they invested, all the way through the preceding three trading days.

These aren't isolated examples of weird endeavor all over the busiest 12 months for mergers and acquisitions due to the fact as a minimum 1998 when records started. They in reality aid explain extra fresh examples of possibly market manipulation, similar to Fitbit alternate options surging all the way through the week main as much as the Google takeover indicating a bid turned into approaching in the absence of any information.

buying and selling in Tiffany exploded along with its measure of implied volatility earlier than LVMH's announced offer. Wright clinical similarly rallied in the absence of news earlier than the Stryker acquisition announcement. individuals bought Ring valuable alternate options simply earlier than the introduced partnership with Avaya. 

All of these publicly traded groups are noteworthy. Their valuations changed vastly within the absence of any explanation before inexplicable buying and selling turned into confirmed by way of public tips. 

In its fresh examine of 5,000 U.S. companies during the previous two years, BAI found that 20% of the time, via its automatic information, definite combinations of signals, together with inventory trading, social media endeavor and credit default swaps, had been adopted by using a mergers-and-acquisition announcement in five days. The ratio is triple the influence if all anomalies have been to turn up randomly.

So where are the regulators?

-- With advice from Shin Pei.

This column doesn't necessarily reflect the opinion of the editorial board or Bloomberg LP and its owners.

Matthew Winkler, Editor-in-Chief Emeritus of Bloomberg information, writes about markets.

For more articles like this, please consult with us at

©2020 Bloomberg L.P.

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