ARA-C01 Exam Dumps | A query shows a high number of bytes spilled to remote storage. The query includes a WHERE clause that

Home
Snowflake
SnowPro Advanced Architect Certification
Snowflake.ARA-C01.v2026-05-25.q107
Question 103

Valid ARA-C01 Dumps shared by EduDump.com for Helping Passing ARA-C01 Exam! EduDump.com now offer the newest ARA-C01 exam dumps, the EduDump.com ARA-C01 exam questions have been updated and answers have been corrected get the newest EduDump.com ARA-C01 dumps with Test Engine here:

Access ARA-C01 Dumps Premium Version
(228 Q&As Dumps, 35%OFF Special Discount Code: freecram)

<< Prev Question Next Question >>

Question 103/107

A query shows a high number of bytes spilled to remote storage. The query includes a WHERE clause that filters out a large percentage of rows.
What actions can reduce spillage and improve performance? (Select TWO).

A. Increase the size of the virtual warehouse.

B. Increase the maximum number of clusters.

C. Define a clustering key on columns used for selective filtering.

D. Define primary and foreign keys.

E. Decrease the data retention period.

Correct Answer: A,C

Bytes spilled to remote storage indicate memory pressure during query execution. Increasing the warehouse size provides more memory and compute resources, reducing the likelihood of spilling (Answer A).
Additionally, defining clustering keys on highly selective filter columns improves micro-partition pruning, which reduces the volume of data scanned and processed in memory (Answer C). Together, these actions address both the root cause (too much data scanned) and the symptom (insufficient memory).
Increasing clusters improves concurrency, not per-query memory. Primary and foreign keys are informational only in Snowflake and do not affect execution plans. Retention settings have no impact on query execution.
This question reinforces SnowPro Architect performance diagnostics: understand both physical execution (memory, spill) and logical data access (pruning).

Your email address will not be published. Required fields are marked *

Comment: *

Name: *

Email: *

Rating: *

Verification: *

Question List (107q): Question 1: What is a characteristic of loading data into Snowflake usin...; Question 2: The following chart represents the performance of a virtual ...; Question 3: Which requirements indicate that a multi-account Snowflake s...; Question 4: An Architect Is designing a data lake with Snowflake. The co...; Question 5: An Architect executes the following statements in order: CRE...; Question 6: The following statements have been executed successfully: US...; Question 7: When loading data from stage using COPY INTO, what options c...; Question 8: What are characteristics of Dynamic Data Masking? (Select TW...; Question 9: An Architect plans to stream data using the Snowflake Connec...; Question 10: An Architect is designing an architecture that must meet the...; Question 11: What is a characteristic of loading data into Snowflake usin...; Question 12: An Architect for a multi-national transportation company has...; Question 13: In a managed access schema, what are characteristics of the ...; Question 14: What is the MOST efficient way to design an environment wher...; Question 15: A company has a Snowflake account named ACCOUNTA in AWS us-e...; Question 16: The Business Intelligence team reports that when some team m...; Question 17: An Architect has selected the Snowflake Connector for Python...; Question 18: An Architect would like to save quarter-end financial result...; Question 19: The data share exists between a data provider account and a ...; Question 20: An Architect needs to define a table structure for an unfami...; Question 21: Which functions does the Data Build Tool (dbt) facilitate? (...; Question 22: A group of order_admin users must delete records older than ...; Question 23: A company is using a Snowflake account in Azure. The account...; Question 24: An Architect wants to integrate Snowflake with a Git reposit...; Question 25: How can the Snowflake context functions be used to help dete...; Question 26: A call center processes sensitive PII and PHI data. Requirem...; Question 27: Which columns can be included in an external table schema? (...; Question 28: An Architect has a design where files arrive every 10 minute...; Question 29: A company has a Snowflake environment running in AWS us-west...; Question 30: Two queries are run on the customer_address table: create or...; Question 31: Which columns can be included in an external table schema? (...; Question 32: An Architect with the ORGADMIN role wants to change a Snowfl...; Question 33: A group of Data Analysts have been granted the role analyst ...; Question 34: A company has a source system that provides JSON records for...; Question 35: An Architect is designing a file ingestion recovery solution...; Question 36: What is a valid object hierarchy when building a Snowflake e...; Question 37: An Architect is troubleshooting a query with poor performanc...; Question 38: A company stores customer data in Snowflake and must protect...; Question 39: A global retail company must ensure comprehensive data gover...; Question 40: A company has an inbound share set up with eight tables and ...; Question 41: How can the Snowpipe REST API be used to keep a log of data ...; Question 42: An Architect has designed a data pipeline that Is receiving ...; Question 43: An Architect configures the following timeouts and creates a...; Question 44: A company is following the Data Mesh principles, including d...; Question 45: An Architect has been asked to clone schema STAGING as it lo...; Question 46: A company has several sites in different regions from which ...; Question 47: Which of the following ingestion methods can be used to load...; Question 48: How can an Architect enable optimal clustering to enhance pe...; Question 49: What Snowflake system functions are used to view and or moni...; Question 50: When activating Tri-Secret Secure in a hierarchical encrypti...; Question 51: A retail company has over 3000 stores all using the same Poi...; Question 52: How do Snowflake databases that are created from shares diff...; Question 53: A large table is accessed by multiple teams using point-look...; Question 54: Company A has recently acquired company B. The Snowflake dep...; Question 55: Several in-house applications need to connect to Snowflake w...; Question 56: A company is trying to Ingest 10 TB of CSV data into a Snowf...; Question 57: An Architect is troubleshooting a long-running statement and...; Question 58: An Architect entered the following commands in sequence: (Ex...; Question 59: A Data Engineer is designing a near real-time ingestion pipe...; Question 60: An Architect has implemented the search optimization service...; Question 61: A table, EMP_ TBL has three records as shown: (Exhibit) The ...; Question 62: Which Snowflake data modeling approach is designed for BI qu...; Question 63: An Architect is troubleshooting a query with poor performanc...; Question 64: An Architect wants to build an automated ETL pipeline that r...; Question 65: A company is designing high availability and disaster recove...; Question 66: A financial services company needs to isolate sensitive prod...; Question 67: Which of the following are characteristics of Snowflake's pa...; Question 68: A company's daily Snowflake workload consists of a huge numb...; Question 69: Which SQL alter command will MAXIMIZE memory and compute res...; Question 70: A user, analyst_user has been granted the analyst_role, and ...; Question 71: The diagram shows the process flow for Snowpipe auto-ingest ...; Question 72: An Architect created a data share and wants to verify that o...; Question 73: An Architect has configured the search optimization service ...; Question 74: An Architect is designing a solution that will be used to pr...; Question 75: Following objects can be cloned in snowflake...; Question 76: What is a characteristic of event notifications in Snowpipe?...; Question 77: A media company needs a data pipeline that will ingest custo...; Question 78: An Architect has a VPN_ACCESS_LOGS table in the SECURITY_LOG...; Question 79: There are two databases in an account, named fin_db and hr_d...; Question 80: The IT Security team has identified that there is an ongoing...; Question 81: An Architect is defining transaction rules to adhere to ACID...; Question 82: Consider the following COPY command which is loading data wi...; Question 83: An Architect wants to alter a virtual warehouse for horizont...; Question 84: Which security, governance, and data protection features req...; Question 85: An Architect needs to design a data unloading strategy for S...; Question 86: A company is storing large numbers of small JSON files (rang...; Question 87: A Snowflake Architect is designing a multiple-account design...; Question 88: What considerations need to be taken when using database clo...; Question 89: Database DB1 has schema S1 which has one table, T1. DB1 --&g...; Question 90: A Snowflake account has the following parameters: * MIN_DATA...; Question 91: A company needs to have the following features available in ...; Question 92: A company wants to deploy its Snowflake accounts inside its ...; Question 93: What considerations apply when using database cloning for da...; Question 94: At which object type level can the APPLY MASKING POLICY, APP...; Question 95: A new table and streams are created with the following comma...; Question 96: A group of marketing and advertising companies want to share...; Question 97: The Data Engineering team at a large manufacturing company n...; Question 98: An Architect needs to automate the daily Import of two files...; Question 99: Which of the below commands will use warehouse credits?...; Question 100: A company is designing its serving layer for data that is in...; Question 101: An event table has 150B rows and 1.5M micro-partitions, with...; Question 102: A user is executing the following command sequentially withi...; Question 103: A query shows a high number of bytes spilled to remote stora...; Question 104: What step will im the performance of queries executed agains...; Question 105: An Architect needs to improve the performance of reports tha...; Question 106: Which parameters can only be set at the account level? (Sele...; Question 107: A company has a table with that has corrupted data, named Da...

[×]

Download PDF File

Enter your email address to download Snowflake.ARA-C01.v2026-05-25.q107.pdf

Email:

Disclaimer:
Freecram doesn't offer Real GIAC Exam Questions. Freecram doesn't offer Real SAP Exam Questions. Freecram doesn't offer Real (ISC)² Exam Questions. Freecram doesn't offer Real CompTIA Exam Questions. Freecram doesn't offer Real Microsoft Exam Questions.
Oracle and Java are registered trademarks of Oracle and/or its affiliates.
Freecram material do not contain actual actual Oracle Exam Questions or material.
Microsoft®, Azure®, Windows®, Windows Vista®, and the Windows logo are registered trademarks of Microsoft Corporation.
Freecram Materials do not contain actual questions and answers from Cisco's Certification Exams. The brand Cisco is a registered trademark of CISCO, Inc.
CFA Institute does not endorse, promote or warrant the accuracy or quality of these questions. CFA® and Chartered Financial Analyst® are registered trademarks owned by CFA Institute.
Freecram does not offer exam dumps or questions from actual exams. We offer learning material and practice tests created by subject matter experts to assist and help learners prepare for those exams. All certification brands used on the website are owned by the respective brand owners. Freecram does not own or claim any ownership on any of the brands.

Question 103/107

LEAVE A REPLY

Download PDF File