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NEW QUESTION: 1
Case Study: 2 - TerramEarth Case Study
Company Overview
TerramEarth manufactures heavy equipment for the mining and agricultural industries: About
80% of their business is from mining and 20% from agriculture. They currently have over 500 dealers and service centers in 100 countries. Their mission is to build products that make their customers more productive.
Company Background
TerramEarth formed in 1946, when several small, family owned companies combined to retool after World War II. The company cares about their employees and customers and considers them to be extended members of their family.
TerramEarth is proud of their ability to innovate on their core products and find new markets as their customers' needs change. For the past 20 years trends in the industry have been largely toward increasing productivity by using larger vehicles with a human operator.
Solution Concept
There are 20 million TerramEarth vehicles in operation that collect 120 fields of data per second.
Data is stored locally on the vehicle and can be accessed for analysis when a vehicle is serviced.
The data is downloaded via a maintenance port. This same port can be used to adjust operational parameters, allowing the vehicles to be upgraded in the field with new computing modules.
Approximately 200,000 vehicles are connected to a cellular network, allowing TerramEarth to collect data directly. At a rate of 120 fields of data per second, with 22 hours of operation per day.
TerramEarth collects a total of about 9 TB/day from these connected vehicles.
Existing Technical Environment
TerramEarth's existing architecture is composed of Linux-based systems that reside in a data center. These systems gzip CSV files from the field and upload via FTP, transform and aggregate them, and place the data in their data warehouse. Because this process takes time, aggregated reports are based on data that is 3 weeks old.
With this data, TerramEarth has been able to preemptively stock replacement parts and reduce unplanned downtime of their vehicles by 60%. However, because the data is stale, some customers are without their vehicles for up to 4 weeks while they wait for replacement parts.
Business Requirements
- Decrease unplanned vehicle downtime to less than 1 week, without
increasing the cost of carrying surplus inventory
- Support the dealer network with more data on how their customers use
their equipment IP better position new products and services.
- Have the ability to partner with different companies-especially with
seed and fertilizer suppliers in the fast-growing agricultural
business-to create compelling joint offerings for their customers
CEO Statement
We have been successful in capitalizing on the trend toward larger vehicles to increase the productivity of our customers. Technological change is occurring rapidly and TerramEarth has taken advantage of connected devices technology to provide our customers with better services, such as our intelligent farming equipment. With this technology, we have been able to increase farmers' yields by 25%, by using past trends to adjust how our vehicles operate. These advances have led to the rapid growth of our agricultural product line, which we expect will generate 50% of our revenues by 2020.
CTO Statement
Our competitive advantage has always been in the manufacturing process with our ability to build better vehicles for tower cost than our competitors. However, new products with different approaches are constantly being developed, and I'm concerned that we lack the skills to undergo the next wave of transformations in our industry. Unfortunately, our CEO doesn't take technology obsolescence seriously and he considers the many new companies in our industry to be niche players. My goals are to build our skills while addressing immediate market needs through incremental innovations.
For this question, refer to the TerramEarth case study You analyzed TerramEarth's business requirement to reduce downtime, and found that they can achieve a majority of time saving by reducing customers' wait time for parts You decided to focus on reduction of the 3 weeks aggregate reporting time Which modifications to the company's processes should you recommend?
A. Migrate from CSV to binary format, migrate from FTP to SFTP transport, and develop machine learning analysis of metrics.
B. Increase fleet cellular connectivity to 80%, migrate from FTP to streaming transport, and develop machine learning analysis of metrics.
C. Migrate from FTP to SFTP transport, develop machine learning analysis of metrics, and increase dealer local inventory by a fixed factor.
D. Migrate from FTP to streaming transport, migrate from CSV to binary format, and develop machine learning analysis of metrics.
Answer: B
Explanation:
The Avro binary format is the preferred format for loading compressed data. Avro data is faster to load because the data can be read in parallel, even when the data blocks are compressed.
Cloud Storage supports streaming transfers with the gsutil tool or boto library, based on HTTP chunked transfer encoding. Streaming data lets you stream data to and from your Cloud Storage account as soon as it becomes available without requiring that the data be first saved to a separate file. Streaming transfers are useful if you have a process that generates data and you do not want to buffer it locally before uploading it, or if you want to send the result from a computational pipeline directly into Cloud Storage.
References: https://cloud.google.com/storage/docs/streaming
https://cloud.google.com/bigquery/docs/loading-data
NEW QUESTION: 2
What is a navigation flow?
A. A way to promote a plan to your supervisor
B. Functionality that enables running multiple business rules in a predetermined sequence
C. The application home page that users will see upon logging into the application
D. A type of report that shows variances by geography
Answer: C
Explanation:
Navigation flows give application designers control over how various roles, or groups, interact with the application. The Navigation Flow Designer enables you to customize the application interface. For example, you can change the names of the cards and clusters that display on the Home page and the order in which they are displayed. You can hide cards, create new cards, and group cards into clusters. You can also customize the vertical and horizontal tabs that display on a card.
References: Oracle Cloud, Administering Planning for Oracle Planning and Budgeting Cloud, page 7-1
NEW QUESTION: 3
Click to expand each objective. To connect to the Azure portal, type https://portal.azure.com in the browser address bar.
When you are finished performing all the tasks, click the 'Next' button.
Note that you cannot return to the lab once you click the 'Next' button. Scoring occur in the background while you complete the rest of the exam.
Overview
The following section of the exam is a lab. In this section, you will perform a set of tasks in a live environment. While most functionality will be available to you as it would be in a live environment, some functionality (e.g., copy and paste, ability to navigate to external websites) will not be possible by design.
Scoring is based on the outcome of performing the tasks stated in the lab. In other words, it doesn't matter how you accomplish the task, if you successfully perform it, you will earn credit for that task.
Labs are not timed separately, and this exam may have more than one lab that you must complete. You can use as much time as you would like to complete each lab. But, you should manage your time appropriately to ensure that you are able to complete the lab(s) and all other sections of the exam in the time provided.
Please note that once you submit your work by clicking the Next button within a lab, you will NOT be able to return to the lab.
To start the lab
You may start the lab by clicking the Next button.
You plan to create several virtual machines in different availability zones, and then to configure the virtual machines to load balanced connections from the internet.
You need to create an IP address resource named ip1006 to support the planned load balancing solution.
The solution must minimize costs.
What should you do from the Azure portal?
A. We should create a public IP address.
Step 1: At the top, left corner of the portal, select = Create a resource.
Step 2: Enter public ip address in the Search the Marketplace box. When Public IP address appears in the search results, select it.
Step 3: Under Public IP address, select Create.
Step 4: Enter, or select values for the following settings, under Create public IP address, then select Create:
Name: ip1008
SKU: Basic SKU
IP Version: IPv4
IP address assignment: Dynamic
Subscription: Select appropriate
Resource group: Select appropriate
B. We should create a public IP address.
Step 1: At the top, left corner of the portal, select + Create a resource.
Step 2: Enter public ip address in the Search the Marketplace box. When Public IP address appears in the search results, select it.
Step 3: Under Public IP address, select Create.
Step 4: Enter, or select values for the following settings, under Create public IP address, then select Create:
Name: ip1006
SKU: Basic SKU
IP Version: IPv6
IP address assignment: Dynamic
Subscription: Select appropriate
Resource group: Select appropriate
Answer: B
Explanation:
References:
https://docs.microsoft.com/en-us/azure/virtual-network/virtual-network-public-ip-address
NEW QUESTION: 4
テーブルの書き込みを成功させるには、DynamoDBのテーブルおよびグローバルセカンダリインデックスのプロビジョニングされたスループット設定に__________が必要です。そうしないと、テーブルへの書き込みが抑制されます。
A. インデックスアイテムあたり100バイトのオーバーヘッド
B. インデックスの追加書き込みコストなし
C. 1 KB以下のサイズ
D. 書き込みに対応するための十分な書き込み容量
Answer: D
Explanation:
DynamoDBでテーブルの書き込みを成功させるには、テーブルとグローバルセカンダリインデックスのプロビジョニングされたスループット設定に、書き込みに対応するための十分な書き込み容量が必要です。それ以外の場合、書き込みは抑制されます。
http://docs.aws.amazon.com/amazondynamodb/latest/developerguide/GSI.html