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| Section | Objectives |
|---|---|
| Topic 1: Performance and Optimization | - Resource management and scaling considerations - Performance tuning of Streams applications |
| Topic 2: Application Development | - Creating Streams applications using SPL (Streams Processing Language) - Debugging and testing Streams applications - Operators, tuples, and streams design patterns |
| Topic 3: InfoSphere Streams Fundamentals | - Stream computing concepts and real-time processing model - Architecture of IBM InfoSphere Streams platform |
| Topic 4: Deployment and Administration | - Managing domains, instances, and clusters - Deploying applications to Streams runtime environment |
| Topic 5: Monitoring and Troubleshooting | - Identifying and resolving runtime issues - Using Streams monitoring tools and logs |
1. Starting and stopping Streams runtime services produces what kind of log files?
A) Runtime boot logs
B) PE logs
C) Runtime service logs
D) Runtime trace rolling logs
2. When a tumbling window is full, how will it behave?
A) It will execute the operator behavior and expel the oldest tuples before processing the next tuple.
B) It will expel the oldest tuples, execute the operator behavior, and flush all processed tuples before starting from scratch.
C) It will execute the operator behavior and flush all stored tuples before starting over from scratch.
D) It will expel triggered tuples, execute the operator behavior, and flush unprocessed tuples before starting from the end.
3. What tasks do the source-type operators perform?
A) Extracting data from an internal reservoir of data filled by the Sink operators.
B) Copying data types between Stream applications operators.
C) Writing external data from a Stream Application to various sources.
D) Reading external data into a Stream Application from various sources.
4. Which data analysis problem is most suitable for a streams processing solution?
A) Prediction of next quarter earnings using past sales data from a data warehouse.
B) Prediction of best harvest yield using historic harvest data.
C) Prediction of bus arrival time using current location information.
D) Prediction of manufacturing yield using images in a content management system.
5. In SPL, which logLevel directive will give you the most verbose application-level logging?
A) Debug
B) Error
C) Trace
D) Info
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: C |
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