CCA-410 Exam Questions
93 real CCA-410 exam questions with expert-verified answers and explanations. Page 1 of 2.
- Question #1Solution Evaluation
Your Hadoop cluster has 25 nodes with a total of 100 TB (4 TB per node) of raw disk space allocated HDFS storage. Assuming Hadoop's default configuration, how much data will you be...
HDFS Storage CapacityReplication FactorHadoop Default ConfigurationCapacity Planning - Question #2Requirements Analysis and Design Definition
You set up the Hadoop cluster using NameNode Federation. One NameNode manages the/users namespace and one NameNode manages the/data namespace. What happens when client tries to wri...
NameNode FederationHDFS NamespaceFile Write BehaviorHadoop Architecture - Question #3Requirements Analysis and Design Definition
Identify two features/issues that MapReduce v2 (MRv2/YARN) is designed to address:
YARNMapReduce v2Resource ManagementHadoop Framework Support - Question #4
The most important consideration for slave nodes in a Hadoop cluster running production jobs that require short turnaround times is:
- Question #5Solution Evaluation
The failure of which daemon makes HDFS unavailable on a cluster running MapReduce v1 (MRv1)?
HDFS AvailabilityNameNode Single Point of FailureHadoop DaemonsMRv1 Architecture - Question #6Solution Evaluation
Cluster Summary 45 files and directories, 12 blocks = 57 total. Heap Size is 15.31 MB / 193.38MB(7%) Refer to the above screenshot. You configure the Hadoop cluster with seven Data...
HDFS Safe ModeDead DataNodeCluster MonitoringNameNode Web UI - Question #7
You have cluster running with the FIFO Scheduler enabled. You submit a large job A to the cluster, which you expect to run for one hour. Then, you submit job B to cluster, which yo...
- Question #9Requirements Analysis and Design Definition
Your developers request that you enable them to use Hive on your Hadoop cluster. What do install and/or configure?
Hive InstallationHive MetastoreClient ConfigurationHadoop Components - Question #10
How must you format the underlying filesystem of your Hadoop cluster's slave nodes running on Linux?
- Question #11
Your cluster is running Map v1 (MRv1), with default replication set to 3, and a cluster blocks 64MB. Identify which best describes the file read process when a Client application c...
- Question #12Solution Evaluation
Identity four pieces of cluster information that are stored on disk on the NameNode?
NameNode MetadataEdit LogHDFS Disk StorageFilesystem Namespace - Question #13Requirements Analysis and Design Definition
On a cluster running MapReduce v1 (MRv1), the value of the mapred.tasktracker.map.tasks.maximum configuration parameter in the mapred-site.xml file should be set to:
MapReduce v1TaskTracker Configurationmapred-site.xmlMap Task Slots - Question #14Solution Evaluation
Which command does Hadoop offer to discover missing or corrupt HDFS data?
HDFS fsckCorrupt Data DetectionHadoop Admin CommandsData Integrity - Question #15Requirements Analysis and Design Definition
What does CDH packaging do on install to facilitate Kerberos security setup?
Kerberos SecurityCDH PackagingUser Role AssignmentSecurity Setup - Question #16
Your Hadoop cluster contains nodes in three racks. Choose which scenario results if you leave the dfs.hosts property in the NameNode's configuration file empty (blank)?
- Question #17Solution Evaluation
What metadata is stored on a DataNode when a block is written to it?
DataNode MetadataBlock ChecksumsHDFS Block StorageDataNode Architecture - Question #18Solution Evaluation
Your cluster implements HDFS High Availability (HA). You two NameNodes are named nn01 and nn02. What occurs when you execute the command: Hdfs haadmin -failover nn01 nn02
HDFS High AvailabilityNameNode FailoverFencinghaadmin Command - Question #19Requirements Analysis and Design Definition
You've configured your cluster with HDFS Federation. One NameNode manages the /data namesapace and another Name/Node manages the /reports namespace. How do you configure a client m...
HDFS FederationClient Namespace Configurationcore-site.xmlViewFS - Question #21Requirements Analysis and Design Definition
Identify which two daemons typically run each slave node in a Hadoop cluster running MapReduce v1 (MRv1)
MapReduce v1Slave Node DaemonsTaskTrackerDataNode - Question #22Solution Evaluation
Identify four characteristics of a 300MB file that has been written to HDFS with block size of 128MB and all other Hadoop defaults unchanged?
HDFS Block SizeFile ReplicationBlock CalculationDefault Hadoop Settings - Question #23
For each job, the Hadoop framework generates task log files. Where are Hadoop's task log files stored?
- Question #24Strategy Analysis
Compare the hardware requirements of the NameNode with that of the DataNodes in a Hadoop cluster running MapReduce v1 (MRv1):
NameNode Hardware RequirementsDataNode HardwareMemory vs Disk TradeoffCluster Planning - Question #25Requirements Analysis and Design Definition
Which scheduler would you deploy to ensure that your cluster allows short jobs to finish within a reasonable time without starving long-running jobs?
Fair SchedulerJob SchedulingYARN SchedulersResource Fairness - Question #26Resource Management
Your Hadoop cluster has 12 slave nodes, a block size set to 64MB, and a replication factor of three. Choose which best describes how the Hadoop Framework distributes block writes i...
HDFS block placementdata localityreplication factorReducer output - Question #27Resource Management
You has a cluster running with the Fail Scheduler enabled. There are currently no jobs running on the cluster you submit a job A, so that only job A is running on the cluster. A wh...
Fair Schedulerjob schedulingtask slot allocationconcurrent jobs - Question #28
You are a Hadoop cluster with a NameNode on host mynamenode. What are two ways to determine available HDFS space in your cluster?
- Question #29Configuration
In the context of configuring a Hadoop cluster for HDFS High Availability (HA), `fencing' refers to:
HDFS HAfencingNameNode failoverhigh availability - Question #30Deployment
You are planning a Hadoop duster, and you expect to be receiving just under 1TB of data per week which will be stored on the cluster, using Hadoop's default replication. You decide...
capacity planningreplication factorstorage calculationcluster sizing - Question #31Deployment
Under which scenario would it be most appropriate to consider using faster (e.g 10 Gigabit) Ethernet as the network fabric for your Hadoop cluster?
10 Gigabit Ethernetintermediate datanetwork bandwidthcluster hardware - Question #32Configuration
What determines the number of Reduces that run a given MapReduce job on a cluster running MapReduce v1 (MRv1)?
MapReduceReducer countMRv1job configuration - Question #33
In HDFS, you view a file with rw-r--r-- set as its permissions. What does this tell you about the file?
- Question #34
Your cluster Mode size is set to 128MB. A client application (client application A) is writing a 500MB file to HDFS. After client application A has written 300MB of data, another c...
- Question #35Configuration
Your cluster has nodes in seven racks, and you have provided a rack topology script. What is Hadoop's block placement policy, assuming a block replication factor of three?
block placement policyrack topologyreplication factorHDFS - Question #36Configuration
Which MapReduce v2 (MR2/YARN) daemon is a per-machine slave responsible for launching application containers and monitoring application resources usage?
YARNNodeManagerdaemon rolesMRv2 - Question #37Troubleshooting
What happens if a Mapper on one node goes into an infinite loop while running a MapReduce job?
MapReduceTaskTrackertask timeouttask failure - Question #38Resource Management
Your cluster Mapreduce V1 (MVR1). What determines where blocks are return into HDFS client application?
HDFSNameNodeDataNodeblock write - Question #39Deployment
You are running two Hadoop clusters(cluster1 and cluster2), they run identical versions of hadoop. You want to copy the data inside /home/foo/cluster1 to cluster2 into the director...
distcpcluster-to-cluster copyHDFS commandscommand syntax - Question #40
Using cloudera manager on CDH4 cluster running mapreduce V1(MRv1), you delete a tasktracker role instance from a host that also a runs a datanode role instance and a region server...
- Question #41Monitoring and Logging
You have a cluster running 32 slave nodes and 3 master nodes running mapreduce V1 (MRv1). You execute the command: $ hadoop fsck / What four cluster conditions running this command...
fsckHDFS healthunder-replicated blocksNameNode reporting - Question #42Monitoring and Logging
Your running a hadoop cluster with a name node on the host mynamenode. What are two ways you can determine available HDFS space in your cluster?
HDFS capacitydfsadminhadoop fs commandsdisk usage - Question #43Deployment
Your developers request that you enable them to use pig on your hadoop cluster. What do you need to configure and / or install?
Pigclient installationcluster setuptoolchain deployment - Question #44Deployment
What is the best disk configuration for slave nodes in hadoop cluster where each node has 6x2TB drives?
disk configurationRAIDslave node storageJBOD - Question #45Resource Management
MapReduce V2 (MRv2/YARN) splits which two major functions of the jobtracker into separate daemons?
YARNJobTrackerResourceManagerjob scheduling - Question #46
What is the rule governing the formatting of the underlying filesystem in the hadoop cluster?
- Question #47Configuration
Your cluster implements hdfs high availability (HA) your two namenodes are named hadoop01 and hadoop02. What occurs when you execute the command: Sudo -u hdfs haadmin -failover had...
HDFS HAhaadmin failoveractive NameNodestandby NameNode - Question #48Deployment
Your company stores user profile records in an OLTP database. You want to join these records with webserver logs. You have already ingested into the hadoop file system. What is the...
data ingestionOLTPFlumeSqoop - Question #49Resource Management
In the execution of a MapReduce job, where does the mapper place the intermediate data in each map task?
MapReduceintermediate datalocal diskmap task - Question #50Configuration
How many mappers required for a map reduce, job determine on a cluster running map reduce V1 (MRv1)?
MapReduceInputSplitsmapper countMRv1 - Question #51Troubleshooting
What occurs when you run a hadoop job specifying output directory for job output which already exists in HDFS?
HDFS output directoryMapReduce joberror handling - Question #52Resource Management
You have a cluster running with the fair scheduler enabled and configured. You submit multiple jobs to the cluster. Each job is assigned to a pool. What are the two key points to r...
Fair Schedulerjob schedulingtask slotspools