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Exam Code: Databricks-Machine-Learning-Associate
Exam Name: Databricks Certified Machine Learning Associate Exam
Vendor: Databricks

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NEW QUESTION: 1
The Company LAN is becoming saturated with broadcasts and multicast traffic. What could you do to help a network with many multicasts and broadcasts?
A. All of the above.
B. Creating larger broadcast domains by implementing VLANs.
C. Creating smaller broadcast domains by implementing VLANs.
D. Separate nodes into different switches.
E. Separate nodes into different hubs.
Answer: C
Explanation:
Controlling broadcast propagation throughout the network is important to reduce the amount of overhead associated with these frames. Routers, which operate at Layer 3 of the OSI model, provide broadcast domain segmentation for each interface. Switches can also provide broadcast domain segmentation using virtual LANs (VLANs). A VLAN is a group of switch ports, within a single or multiple switches, that is defined by the switch hardware and/or software as a single broadcast domain. A VLANs goal is to group devices connected to a switch into logical broadcast domains to control the effect that broadcasts have on other connected devices. A VLAN can be characterized as a logical network.
Reference: Building Cisco Multilayer Switched Networks (Cisco Press) page 8

NEW QUESTION: 2
Companies will increasingly support corporate applications on personal devices, which users will access from both wired and wireless connections. How will this trend affect mid-sized businesses? (Select two.)
A. They will need to encrypt communications between the personal devices end the network devices that provide either wired or wireless access.
B. They will need to ensure users have a seamless user experience no matter how they access the network
C. They will need to Implement Identity-based security, rather than port-based security
D. They will need to implement virtualized machines to host these applications in a private cloud or purchase these services from a public cloud provider.
E. They will need to support additional protocols such as Voice over IP and Border Gateway Protocol on their networks to enable this access
Answer: A,B
Explanation:
Connectivity at the edge of an enterprise network is more than just a wired or wireless LAN infrastructure. Enterprises must chose infrastructure vendors that support network services, including security and management, and can integrate wired and wireless networking products.
Reference: Magic Quadrant for the Wired and Wireless LAN Access Infrastructure, Gartner
http://www.gartner.com/technology/reprints.do?id=1-1AX5XXB&ct=120614&st=sb

NEW QUESTION: 3
JencoMart wants to move their User Profiles database to Google Cloud Platform.
Which Google Database should they use?
A. Google Cloud SQL
B. Cloud Spanner
C. Google Cloud Datastore
D. Google BigQuery
Answer: C
Explanation:
Explanation/Reference:
Explanation:
Common workloads for Google Cloud Datastore:
User profiles

Product catalogs

Game state

References: https://cloud.google.com/storage-options/
https://cloud.google.com/datastore/docs/concepts/overview
Testlet 1
Company Overview
Mountkirk Games makes online, session-based, multiplayer games for the most popular mobile platforms.
They build all of their games using some server-side integration. Historically, they have used cloud
providers to lease physical servers.
Due to the unexpected popularity of some of their games, they have had problems scaling their global
audience, application servers MySQL databases, and analytics tools.
Their current model is to write game statistics to files and send them through an ETL tool that loads them
into a centralized MySQL database for reporting.
Solution Concept
Mountkirk Games is building a new game, which they expect to be very popular. They plan to deploy the
game's backend on Google Compute Engine so they can capture streaming metrics run intensive
analytics, and take advantage of its autoscaling server environment and integrate with a managed NoSQL
database.
Business Requirements
Increase to a global footprint

Improve uptime - downtime is loss of players

Increase efficiency of the clous resources we use

Reduce lateny to all customers

Technical Requirements
Requirements for Game Backend Platform
1. Dynamically scale up or down based on game activity
2. Connect to a managed NoSQL database service
3. Run customize Linux distro
Requirements for Game Analytics Platform
1. Dynamically scale up or down based on game activity
2. Process incoming data on the fly directly from the game servers
3. Process data that arrives late because of slow mobile networks
4. Allow SQL queries to access at least 10 TB of historical data
5. Process files that are regularly uploaded by users' mobile devices
6. Use only fully managed services
CEO Statement
Our last successful game did not scale well with our previous cloud provider, resulting in lower user
adoption and affecting the game's reputation. Our investors want more key performance indicators (KPIs)
to evaluate the speed and stability of the game, as well as other metrics that provide deeper insight into
usage patterns so we can adapt the game to target users.
CTO Statement
Our current technology stack cannot provide the scale we need, so we want to replace MySQL and move
to an environment that provides autoscaling, low latency load balancing, and frees us up from managing
physical servers.
CFO Statement
We are not capturing enough user demographic data, usage metrics, and other KPIs. As a result, we do
not engage the right users, we are not confident that our marketing is targeting the right users, and we are
not selling enough premium Blast-Ups inside the games, which dramatically impacts our revenue.


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