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Confluent CCDAK Exam Overview:
| Certification Vendor: | Confluent |
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| Exam Name: | Confluent Certified Developer for Apache Kafka Certification Examination |
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| Exam Number: | CCDAK |
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| Available Languages: | English |
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| Exam Price: | $150 USD |
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| Exam Duration: | 90 minutes |
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| Real Exam Qty: | 60 |
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| Related Certifications: | Confluent Certified Administrator for Apache Kafka (CCAAK) |
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| Certificate Validity Period: | 3 years |
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| Passing Score: | Approximately 60% |
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| Exam Format: | Multiple Choice (Multiple Answers), Multiple Choice (Single Answer) |
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| Sample Questions: | Confluent CCDAK Sample Questions |
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| Exam Way: | Online proctored exam (Pearson VUE) or in-person testing center |
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| Pre Condition: | Recommended: 6+ months of hands-on experience with Apache Kafka and Confluent Platform. Familiarity with distributed systems concepts is strongly recommended. |
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| Official Syllabus URL: | https://www.confluent.io/certification/ |
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Actual Confluent CCDAK Test | CCDAK Authentic Exam Questions
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Confluent CCDAK certification exam is a rigorous examination that requires candidates to pass a series of comprehensive tests. Confluent Certified Developer for Apache Kafka Certification Examination certification is intended for developers who have a deep understanding of Kafka and have experience with it. CCDAK exam is designed to test the knowledge and skills of developers in Kafka and related technologies, and it is recognized globally as a standard for Kafka developers.
Confluent Certified Developer for Apache Kafka (CCDAK) Certification Examination is designed for developers who wish to demonstrate their expertise in developing Apache Kafka-based applications using Confluent's platform. Confluent is a leading provider of Apache Kafka-based solutions, and the CCDAK Certification confirms that developers have the necessary skills to design, develop, and troubleshoot Kafka-based applications using Confluent's platform.
To prepare for the CCDAK certification examination, candidates must have a solid understanding of Kafka's architecture, design principles, and implementation details. They must also have experience working with Kafka in a production environment. Confluent offers a range of training courses and resources that can help candidates prepare for the exam. These courses cover topics such as Kafka architecture, Kafka Streams, Kafka Connect, and Kafka security.
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q37-Q42):
NEW QUESTION # 37
You are sending messages with keys to a topic. To increase throughput, you decide to increase the number of partitions of the topic. Select all that apply.
- A. New records may get written to a different partition
- B. All the existing records will get rebalanced among the partitions to balance load
- C. Old records will stay in their partitions
- D. New records with the same key will get written to the partition where old records with that key were written
Answer: A,C
Explanation:
Increasing the number of partition causes new messages keys to get hashed differently, and breaks the guarantee "same keys goes to the same partition". Kafka logs are immutable and the previous messages are not re-shuffled
NEW QUESTION # 38
If you enable an SSL endpoint in Kafka, what feature of Kafka will be lost?
- A. Exactly-once delivery
- B. Cross-cluster mirroring
- C. Zero copy
- D. Support for Avro format
Answer: C
Explanation:
With SSL, messages will need to be encrypted and decrypted, by being first loaded into the JVM, so you lose the zero copy optimization. See more information herehttps://twitter.com/ijuma/status/1161303431501324293?s=09
NEW QUESTION # 39
Compaction is enabled for a topic in Kafka by setting log.cleanup.policy=compact. What is true about log compaction?
- A. After cleanup, only one message per key is retained with the latest value Compaction changes the offset of messages
- B. Kafka automatically de-duplicates incoming messages based on key hashes
- C. Each message stored in the topic is compressed
- D. After cleanup, only one message per key is retained with the first value
Answer: A
Explanation:
Log compaction retains at least the last known value for each record key for a single topic partition. All compacted log offsets remain valid, even if record at offset has been compacted away as a consumer will get the next highest offset.
NEW QUESTION # 40
A stream processing application is consuming from a topic that has five partitions. You run three instances of your application, each with num.streams.threads set to five.
You need to identify the amount of total stream tasks that will be created and the amount that will be actively consuming messages from the input topic.
Which option is correct?
- A. 5 created, 5 actively consuming
- B. 15 created, 15 actively consuming
- C. 5 created, 1 actively consuming
- D. 15 created, 5 actively consuming
Answer: B
NEW QUESTION # 41
A stream processing application is tracking user activity in online shopping carts.
You want to identify periods of user inactivity.
Which type of Kafka Streams window should you use?
- A. Session
- B. Tumbling
- C. Hopping
- D. Sliding
Answer: A
Explanation:
Session windowsare ideal for trackingperiods of activity separated by inactivity, such as user sessions.
FromKafka Streams Documentation > Windowing:
"A session window captures streams of events that areintermittentand separated by agap of inactivity."
* Tumbling/Hopping/Sliding windows are fixed in size
* Session windows are dynamic and close after inactivity timeout
This makes them perfect for identifyinggaps in user interaction.
Reference:Kafka Streams Developer Guide > Session Windows
NEW QUESTION # 42
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