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NEW QUESTION: 1
You work for a company that automatically tags photographs using artificial neural networks (ANNs), which run on GPUs using C++. You receive millions of images at a time, but only 3 times per day on average. These images are loaded into an AWS S3 bucket you control for you in a batch, and then the customer publishes a JSON-formatted manifest into another S3 bucket you control as well. Each image takes 10 milliseconds to process using a full GPU. Your neural network software requires 5 minutes to bootstrap. Image tags are JSON objects, and you must publish them to an S3 bucket. Which of these is the best system architectures for this system?
A. Make an S3 notification configuration which publishes to AWS Lambda on the manifest bucket.
Make the Lambda create a CloudFormation Stack which contains the logic to construct an autoscaling worker tier of EC2 G2 instances with the ANN code on each instance. Create an SQS queue of the images in the manifest. Tear the stack down when the queue is empty.
B. Create an Auto Scaling, Load Balanced Elastic Beanstalk worker tier Application and Environment.
Deploy the ANN code to G2 instances in this tier. Set the desired capacity to 1. Make the code periodically check S3 for new manifests. When a new manifest is detected, push all of the images in the manifest into the SQS queue associated with the Elastic Beanstalk worker tier.
C. Deploy your ANN code to AWS Lambda as a bundled binary for the C++ extension. Make an S3 notification configuration on the manifest, which publishes to another AWS Lambda running controller code. This controller code publishes all the images in the manifest to AWS Kinesis.
Your ANN code Lambda Function uses the Kinesis as an Event Source. The system automatically scales when the stream contains image events.
D. Create an OpsWorks Stack with two Layers. The first contains lifecycle scripts for launching and bootstrapping an HTTP API on G2 instances for ANN image processing, and the second has an always-on instance which monitors the S3 manifest bucket for new files. When a new file is detected, request instances to boot on the ANN layer. When the instances are booted and the HTTP APIs are up, submit processing requests to individual instances.
Answer: A
Explanation:
The Elastic Beanstalk option is incorrect because it requires a constantly-polling instance, which may break and costs money.
The Lambda fleet option is incorrect because AWS Lambda does not support GPU usage. The OpsWorks stack option both requires a constantly-polling instance, and also requires complex timing and capacity planning logic.
The CloudFormation option requires no polling, has no always-on instances, and allows arbitrarily fast processing by simply setting the instance count as high as needed.
http://docs.aws.amazon.com/lambda/latest/dg/current-supported-versions.html

NEW QUESTION: 2
: 129
Which command can you enter to set the default route for all traffic to an IP address router interface?
A. router(config)#ip route 0.0.0.0 0.0.0.0 GigabitEthernet0/1
B. router(config)#ip default-gateway GigabitEthernet0/1
C. router(confi)#ip router0.0.0.0 255.255.255.255GigabitEthernet0/1
D. router(config-router) #default-information originate
Answer: A

NEW QUESTION: 3
Scenario: A Citrix Architect must perform a Provisioning Services (PVS) design for a healthcare organization. The initial design places all PVS farm components in the organization's primary datacenter. The customer asks whether the vDisk can be streamed from PVS servers in the primary datacenter to target devices located in a secondary datacenter in another region while maintaining good performance. The datacenters are connected with a 10 GB link with approximately 20 ms of latency.
The architect recommends against the organization pursuing this approach.
Which statement is a relevant reason for the recommendation?
A. The configuration does NOT provide sufficient bandwidth for streaming traffic.
B. This configuration does NOT provide sufficient connectivity between the PVS servers and the farm database
C. This configuration prevents the Subnet Affinity feature from being implemented.
D. This configuration would include too much latency for the streaming traffic.
Answer: B
Explanation:
https://support.citrix.com/article/CTX220651
If having a global PVS Farm across data centers is required, Citrix recommends additional testing to confirm network performance and reliability, this is especially relevant for networks with higher latency (>15ms). If reliability and performance cannot be guaranteed then it is best to implement multiple PVS farms with local SQL databases for optimal performance and reliability.
https://www.jgspiers.com/citrix-provisioning-services/
Latency between VDA and PVS server is important to ensure streaming is not affected. PVS servers should generally be within the same location as each Target Device.
https://www.citrix.com/blogs/2017/09/25/how-network-latency-impacts-user-experience/

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