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Exam Code: Associate-Developer-Apache-Spark-3.5
Exam Name: Databricks Certified Associate Developer for Apache Spark 3.5 - Python
Vendor: Databricks

60 Questions & Answers
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NEW QUESTION: 1
Case Study: 3 - JencoMart Case Study
Company Overview
JencoMart is a global retailer with over 10,000 stores in 16 countries. The stores carry a range of goods, such as groceries, tires, and jewelry. One of the company's core values is excellent customer service. In addition, they recently introduced an environmental policy to reduce their carbon output by 50% over the next 5 years.
Company Background
JencoMart started as a general store in 1931, and has grown into one of the world's leading brands known for great value and customer service. Over time, the company transitioned from only physical stores to a stores and online hybrid model, with 25% of sales online. Currently, JencoMart has little presence in Asia, but considers that market key for future growth.
Solution Concept
JencoMart wants to migrate several critical applications to the cloud but has not completed a technical review to determine their suitability for the cloud and the engineering required for migration. They currently host all of these applications on infrastructure that is at its end of life and is no longer supported.
Existing Technical Environment
JencoMart hosts all of its applications in 4 data centers: 3 in North American and 1 in Europe, most applications are dual-homed.
JencoMart understands the dependencies and resource usage metrics of their on-premises architecture.
Application Customer loyalty portal
LAMP (Linux, Apache, MySQL and PHP) application served from the two JencoMart-owned U.S.
data centers.
Database
* Oracle Database stores user profiles




* PostgreSQL database stores user credentials
-homed in US West



ervice level agreement (SLA)


Authenticates all users
Compute
* 30 machines in US West Coast, each machine has:



* 20 machines in US East Coast, each machine has:
-core CPU



Storage
* Access to shared 100 TB SAN in each location
* Tape backup every week
Business Requirements
* Optimize for capacity during peak periods and value during off-peak periods
* Guarantee service availably and support
* Reduce on-premises footprint and associated financial and environmental impact.
* Move to outsourcing model to avoid large upfront costs associated with infrastructure purchase
* Expand services into Asia.
Technical Requirements
* Assess key application for cloud suitability.
* Modify application for the cloud.
* Move applications to a new infrastructure.
* Leverage managed services wherever feasible
* Sunset 20% of capacity in existing data centers
* Decrease latency in Asia
CEO Statement
JencoMart will continue to develop personal relationships with our customers as more people access the web. The future of our retail business is in the global market and the connection between online and in-store experiences. As a large global company, we also have a responsibility to the environment through 'green' initiatives and polices.
CTO Statement
The challenges of operating data centers prevents focus on key technologies critical to our long- term success. Migrating our data services to a public cloud infrastructure will allow us to focus on big data and machine learning to improve our service customers.
CFO Statement
Since its founding JencoMart has invested heavily in our data services infrastructure. However, because of changing market trends, we need to outsource our infrastructure to ensure our long- term success. This model will allow us to respond to increasing customer demand during peak and reduce costs.
For this question, refer to the JencoMart case study.
The migration of JencoMart's application to Google Cloud Platform (GCP) is progressing too slowly. The infrastructure is shown in the diagram.
You want to maximize throughput.
What are three potential bottlenecks? (Choose 3 answers.)

A. A copy command that is not suited to operate over long distances
B. Complicated internet connectivity between the on-premises infrastructure and GCP
C. A separate storage layer outside the VMs, which is not suited for this task
D. A tier of Google Cloud Storage that is not suited for this task
E. A single VPN tunnel, which limits throughput
F. Fewer virtual machines (VMs) in GCP than on-premises machines
Answer: A,C,E

NEW QUESTION: 2
DRAG DROP

Answer:
Explanation:

Explanation:

+holddown timer: prevents a router from improperly reinstating a route from a regular routing update
+split horizon: prevents information about a route from being sent in the direction from which the route was learned
+defining a maximum: prevents invalid updates from looping the internetwork indefinitely
+route poisoning: causes a routing protocol to advertise an infinite metric for a failed route
+triggered update: decreases convergence time by immediately sending route information in response to a topology change

NEW QUESTION: 3
Which of the following commands can be used to safely test and preview Pacemaker configuration changes? (Choose TWO correct answers.)
A. crm_test
B. crm_dryrun
C. crm_lab
D. crm_simulate
E. crm_shadow
Answer: D,E

NEW QUESTION: 4
Which list defines the contents of an MPLS label?
A. 20-bit label; 3-bit traffic class; 1-bit bottom stack; 8-bit TTL
B. 20-bit label; 3-bit flow label; 1-bit bottom stack; 8-bit hop limit
C. 32-bit label; 3-bit flow label; 1-bit bottom stack; 8-bit hop limit
D. 32-bit label; 3-bit traffic class; 1-bit bottom stack; 8-bit TTL
Answer: A
Explanation:
Reference:
https://tools.ietf.org/html/rfc5462


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