2026 Latest PassReview ARA-C01 PDF Dumps and ARA-C01 Exam Engine Free Share: https://drive.google.com/open?id=1-izLRPLXE4f19cEa8qaHB53kpaCdeWZT
Our APP version of ARA-C01 exam questions can support almost any electronic device, from iPod, telephone, to computer and so on. You can use Our ARA-C01 test torrent by your telephone when you are travelling far from home; I think it will be very convenient for you. You can also choose to use our ARA-C01 Study Materials by your computer when you are at home. You just need to download the online version of our ARA-C01 study materials, which is not limited to any electronic device and support all electronic equipment in anywhere and anytime.
| Section | Objectives |
|---|---|
| Data Pipelines and Data Engineering | - Data orchestration
|
| Security, Governance, and Compliance | - Access control and security model
|
| Performance and Optimization | - Cost optimization
|
| Data Sharing and Collaboration | - Secure data sharing
|
| Data Architecture and Design | - Design scalable Snowflake architectures
|
Looking for top-notch Implementing and Operating SnowPro Advanced Architect Certification (ARA-C01) exam questions? You've come to the right place! PassReview offers a comprehensive and affordable solution for all your ARA-C01 exam needs. Our ARA-C01 Exam Questions are regularly updated, and we provide a range of attractive features to enhance your preparation, including PDF format, an online practice test engine.
NEW QUESTION # 88
A retail company has over 3000 stores all using the same Point of Sale (POS) system. The company wants to deliver near real-time sales results to category managers. The stores operate in a variety of time zones and exhibit a dynamic range of transactions each minute, with some stores having higher sales volumes than others.
Sales results are provided in a uniform fashion using data engineered fields that will be calculated in a complex data pipeline. Calculations include exceptions, aggregations, and scoring using external functions interfaced to scoring algorithms. The source data for aggregations has over 100M rows.
Every minute, the POS sends all sales transactions files to a cloud storage location with a naming convention that includes store numbers and timestamps to identify the set of transactions contained in the files. The files are typically less than 10MB in size.
How can the near real-time results be provided to the category managers? (Select TWO).
Answer: B,C
NEW QUESTION # 89
A group of marketing and advertising companies want to share data with one another for joint analysis while maintaining strict privacy controls.
How should an Architect design the data sharing solution?
Answer: B
Explanation:
Snowflake Data Clean Rooms are specifically designed for privacy-preserving collaboration between organizations. They allow multiple parties to perform joint analytics on combined datasets without exposing raw underlying data to one another (Answer A). This makes them ideal for marketing and advertising use cases where sensitive customer data must remain private while still enabling insights such as audience overlap and campaign effectiveness.
Secure Data Sharing and Data Exchanges allow data access but do not inherently prevent participants from seeing raw data. Snowflake Marketplace is designed for broad data distribution rather than tightly controlled, privacy-centric collaboration.
For SnowPro Architect candidates, this question emphasizes selecting the right Snowflake-native collaboration mechanism based on privacy and governance requirements.
=========
NEW QUESTION # 90
Company A has recently acquired company B. The Snowflake deployment for company B is located in the Azure West Europe region.
As part of the integration process, an Architect has been asked to consolidate company B's sales data into company A's Snowflake account which is located in the AWS us-east-1 region.
How can this requirement be met?
Answer: B
Explanation:
The best way to meet the requirement of consolidating company B's sales data into company A's Snowflake account is to use cross-region data replication within Snowflake. This feature allows data providers to securely share data with data consumers across different regions and cloud platforms. By replicating the sales data from company B's account in Azure West Europe region to company A's account in AWS us-east-1 region, the data will be synchronized and available for consumption. To enable data replication, the accounts must be linked and replication must be enabled by a user with the ORGADMIN role. Then, a replication group must be created and the sales database must be added to the group. Finally, a direct share must be configured from company B's account to company A's account to grant access to the replicated data. This option is more efficient and secure than exporting and importing data using CSV files or migrating the entire Snowflake deployment to another region or cloud platform. It also does not require building a custom data pipeline using external tools.
References:
* Sharing data securely across regions and cloud platforms
* Introduction to replication and failover
* Replication considerations
* Replicating account objects
NEW QUESTION # 91
At which object type level can the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges be granted?
Answer: C
Explanation:
The object type level at which the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges can be granted is global. These are account-level privileges that control who can apply or unset these policies on objects such as columns, tables, views, accounts, or users. These privileges are granted to the ACCOUNTADMIN role by default, and can be granted to other roles as needed. The other options are incorrect because they are not the object type level at which these privileges can be granted. Database, schema, and table are lower-level object types that do not support these privileges. Reference: Access Control Privileges | Snowflake Documentation, Using Dynamic Data Masking | Snowflake Documentation, Using Row Access Policies | Snowflake Documentation, Using Session Policies | Snowflake Documentation
NEW QUESTION # 92
A Snowflake Architect is designing an application and tenancy strategy for an organization where strong legal isolation rules as well as multi-tenancy are requirements.
Which approach will meet these requirements if Role-Based Access Policies (RBAC) is a viable option for isolating tenants?
Answer: B
Explanation:
This approach meets the requirements of strong legal isolation and multi-tenancy. By creating separate accounts for each tenant, the application can ensure that each tenant has its own dedicated storage, compute, and metadata resources, as well as its own encryption keys and security policies. This provides the highest level of isolation and data protection among the tenancy models. Furthermore, by creating the accounts within the same Snowflake organization, the application can leverage the features of Snowflake Organizations, such as centralized billing, account management, and cross-account data sharing.
References:
* Snowflake Organizations Overview | Snowflake Documentation
* Design Patterns for Building Multi-Tenant Applications on Snowflake
NEW QUESTION # 93
......
Our ARA-C01 learning materials prepared by our company have now been selected as the secret weapons of customers who wish to pass the exam and obtain relevant certification. If you are agonizing about how to pass the exam and to get the ARA-C01 certificate, now you can try our learning materials. Our reputation is earned by high-quality of our learning materials. Once you choose our training materials, you chose hope. Our learning materials are based on the customer's point of view and fully consider the needs of our customers. If you follow the steps of our ARA-C01 Learning Materials, you can easily and happily learn and ultimately succeed in the ocean of learning.
Valid Dumps ARA-C01 Questions: https://www.passreview.com/ARA-C01_exam-braindumps.html
DOWNLOAD the newest PassReview ARA-C01 PDF dumps from Cloud Storage for free: https://drive.google.com/open?id=1-izLRPLXE4f19cEa8qaHB53kpaCdeWZT