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NEW QUESTION: 1
You are working as a cloud consultant for a major media company. In the US and your client requested to consolidate all of their log streams, access logs, application logs, and security logs into a single system.
The client wants to analyze all of their logs In real-time based on heuristics and the result should be validated as well. This validation process requires going back to data samples extracted from the last 8 hours.
What approach should you take for this scenario?
A. Set up an OCI Audit service and ingest all the API arils from Audit service pragmatically to a client side application to apply heuristics and save the result in an OCI Object storage.
B. Create a bare-metal instance big enough to host a syslog enabled server to process the logs and store logs on the locally attached NVMe SSDs for rapid retrieval of logs when needed.
C. Create an auto scaling pool of syslog-enabled servers using compute instances which will store the logs In Object storage, then use map reduce jobs to extract logs from Object storage, and apply heuristics on the logs.
D. Stream all the logs and cloud events of Events service to Oracle Streaming Service. Build a client process that will apply heuristics on the logs and store them in an Object Storage.
Answer: D
Explanation:
Explanation
The Oracle Cloud Infrastructure Streaming service provides a fully managed, scalable, and durable storage solution for ingesting continuous, high-volume streams of data that you can consume and process in real time.
Streaming can be used for messaging, ingesting high-volume data such as application logs, operational telemetry, web click-stream data, or other use cases in which data is produced and processed continually and sequentially in a publish-subscribe messaging model.
Streaming Usage Scenarios
Here are some of the many possible uses for Streaming:
Metric and log ingestion: Use the Streaming service as an alternative for traditional file-scraping approaches to help make critical operational data more quickly available for indexing, analysis, and visualization.
Messaging: Use Streaming to decouple components of large systems. Streaming provides a pull/bufferbased communication model with sufficient capacity to flatten load spikes and the ability to feed multiple consumers with the same data independently. Key-scoped ordering and guaranteed durability provide reliable primitives to implement various messaging patterns, while high throughput potential allows for such a system to scale well.
Web/Mobile activity data ingestion: Use Streaming for capturing activity from websites or mobile apps (such as page views, searches, or other actions users may take). This information can be used for realtime monitoring and analytics, as well as in data warehousing systems for offline processing and reporting.
Infrastructure and apps event processing: Use Streaming as a unified entry point for cloud components to report their life cycle events for audit, accounting, and related activities.
NEW QUESTION: 2
You have a high security requirement for your AWS accounts. What is the most rapid and sophisticated
setup you can use to react to AWS API calls to your account?
A. Use a CloudWatch Rule ScheduleExpression to periodically analyze IAM credential logs. Push the
deltas for events into an ELK stack and perform ad-hoc analysis there.
B. Subscription to AWS Config via an SNS Topic. Use a Lambda Function to perform in-flight analysis
and reactivity to changes as they occur.
C. Global AWS CloudTrail setup delivering to S3 with an SNS subscription to the deliver notifications,
pushing into a Lambda, which inserts records into an ELK stack for analysis.
D. CloudWatch Events Rules which trigger based on all AWS API calls, submitting all events to an AWS
Kinesis Stream for arbitrary downstream analysis.
Answer: D
Explanation:
CloudWatch Events allow subscription to AWS API calls, and direction of these events into Kinesis
Streams. This allows a unified, near real-time stream for all API calls, which can be analyzed with any
tool(s) of your choosing downstream.
Reference:
http://docs.aws.amazon.com/AmazonCloudWatch/latest/DeveloperGuide/EventTypes.html#api_event_type
NEW QUESTION: 3
Given the definition of the Country class:
public class country {
public enum Continent {ASIA, EUROPE}
String name;
Continent region;
public Country (String na, Continent reg) {
name = na, region = reg;
}
public String getName () {return name;}
public Continent getRegion () {return region;}
}
and the code fragment:
List<Country> couList = Arrays.asList (
new Country (“Japan”, Country.Continent.ASIA),
new Country (“Italy”, Country.Continent.EUROPE),
new Country (“Germany”, Country.Continent.EUROPE));
Map<Country.Continent, List<String>> regionNames = couList.stream ()
.collect(Collectors.groupingBy (Country ::getRegion,
Collectors.mapping(Country::getName, Collectors.toList()))));
System.out.println(regionNames);
A. {EUROPE = [Germany, Italy], ASIA = [Japan]}
B. {EUROPE = [Italy, Germany], ASIA = [Japan]}
C. {EUROPE = [Germany], EUROPE = [Italy], ASIA = [Japan]}
D. {ASIA = [Japan], EUROPE = [Italy, Germany]}
Answer: D