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NEW QUESTION: 1
A company wants to migrate a high performance computing (HPC) application and data from on-premises to the AWS Cloud The company uses tiered storage on premises with hot high-performance parallel storage to support the application during periodic runs of the application and more economical cold storage to hold the data when the application is not actively running Which combination of solutions should a solutions architect recommend to support the storage needs of the application? (Select TWO )
A. Amazon FSx for Windows for high-performance parallel storage
B. Amazon S3 for high-performance parallel storage
C. Amazon EFS for cold data storage
D. Amazon S3 for cold data storage
E. Amazon FSx for Lustre for high-performance parallel storage
Answer: D,E
Explanation:
Amazon S3
Companies today need the ability to simply and securely collect, store, and analyze their data at a massive scale. Amazon Simple Storage Service (S3) is object storage built to store and Amazon Web Services - AWS Partner Network High Performance Computing Storage Options retrieve any amount of data from anywhere - websites and mobile applications, corporate applications, and data from Internet of Things (IoT) sensors or devices3. Amazon S3 delivers 99.999999999% durability, and stores data for millions of applications used by market leaders in every industry. Amazon S3 also provides comprehensive security and compliance capabilities that meet even the most stringent regulatory requirements, giving customers flexibility in the way they manage data for cost optimization, access control, and compliance.
Amazon S3's query-in-place functionality allows you to run powerful analytics directly on your data at rest in Amazon S3. Lastly, Amazon S3 is the most supported cloud storage service available, with solutions available from a large community of third-party solution providers, systems integrator partners, and other AWS services.
Amazon S3 is a highly scalable and high durable storage platform for HPC applications that support an object interface. Amazon S3 includes many features, such as lifecycle management, that allow you to move less frequently accessed down to lower storage tiers for more cost effective solution4. Even if your HPC application does not directly support Amazon S3, you can use Amazon S3 as a data repository to hold your dataset, which can be ingested into your processing file system. There also are APN Partner solutions that provide traditional filesystem access via SMB, NFS, and POSIX clients while using Amazon S3 as part of their solution for data storage and/or data protection.
Amazon FSx for Lustre
Amazon FSx for Lustre is a new, fully managed service provided by AWS based on the Lustre file system. Amazon FSx for Lustre provides a high-performance file system optimized for fast processing of workloads such as machine learning, high performance computing (HPC), video processing, financial modeling, and electronic design automation (EDA).
FSx for Lustre allows customers to create a Lustre filesystem on demand and associate it to an Amazon S3 bucket. As part of the filesystem creation, Lustre reads the objects in the buckets and adds that to the file system metadata. Any Lustre client in your VPC is then able to access the data, which gets cached on the high-speed Lustre filesystem. This is ideal for HPC workloads, because you can get the speed of an optimized Lustre file system without having to manage the complexity of deploying, optimizing, and managing the Lustre cluster.
Additionally, having the filesystem work natively with Amazon S3 means you can shut down the Lustre filesystem when you don't need it but still access objects in Amazon S3 via other AWS Services. FSx for Clustre also allows you to also write the output of your HPC job back to Amazon S3
https://d1.awsstatic.com/whitepapers/AWS%20Partner%20Network_HPC%20Storage%20Options_2019_FINAL.pdf
NEW QUESTION: 2
A. Minimum Memory
B. max degree of parallelism (MAXDOP)
C. cost threshold for parallelism
D. optimize for ad hoc workloads
E. Boost SQL Server priority
Answer: B,C
Explanation:
Explanation
A: Lower the MAXDOP.
When high CXPACKET values are encountered, a possible issue, even in case when parallelism is evenly distributed, is when the cost of creating the parallel plan is higher than the cost of the serialized thread. This is often something that is overlooked and by the rule of thumb of reaching for altering of the Max Degree of Parallelism (MAXDOP), by setting it to 1 (each and every query will be processed by the single CPU core).
Configuring MAXDOP settings to 1 should be the last resource used in troubleshooting excessive CXPACKET wait times.
When a high CXPACKET value is accompanied with a LATCH_XX and with PAGEIOLATCH_XX or SOS_SCHEDULER_YIELD, it is an indicator that slow/inefficient parallelism itself is the actual root cause of the performance issues. And in such a scenario if the LATCH_XX waits is ACCESS_METHODS_DATASET_PARENT or ACCESS_METHODS_SCAN_RANGE_GENERATOR class, then it is highly possible that the parallelism level is the bottleneck and the actual root cause of the query performance issue. This is a typical example when MAXDOP should be reduced.
E: The Cost Threshold for Parallelism (CTFP) value is in seconds and it means that for every query for which SQL Server estimates that running time will be longer than 5 seconds, a parallel plan will be created.
To prevent unwanted parallelism, the CTFP number could be increased and by the aforementioned rule of thumb, a minimum value of 25. Recent analysis indicates that 50 should be the optimal minimal number for modern computers.
References: https://www.sqlshack.com/troubleshooting-the-cxpacket-wait-type-in-sql-server/
NEW QUESTION: 3
In setting up PTZ control for an Axis encoder, it's very easy to overlook a very important step in the configuration process. After properly connecting the communication wires to the encoder, the next recommended step in the setup is:
A. Setting the Device ID to match the analog ID
B. Downloading the correct Device ID from the Axis website
C. Uploading the correct PTZ driver
D. Setting the Baud Rate to match the analog PTZ' s
Answer: C