DATAENGINEERING
9 Results
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How Snowflake Optimizes Apache Iceberg Queries with Adaptive Execution
By optimizing I/O parallelism and memory allocation for peak efficiency, Snowflake’s Adaptive Scan was observed to boost Apache Iceberg query performance by up to 70% for scan-heavy queries accessing small regions from micro-partitions in production.
MAR 20, 2025|5 min read

Snowflake’s Data Architecture: Enabling AI Apps, Next-Gen Lakehouse Analytics And More
Snowflake builds a cloud for data used in different types of workloads, such as AI apps, analytics & BI, transactional processing, streaming & data engineering.
FEB 25, 2025|15 min read

Profiling Python Stored Procedures to Identify Inefficiencies
Optimize Snowpark Python stored procedures with the new built-in profiler, helping users identify inefficiencies, track execution time, and enhance performance.
FEB 19, 2025|5 min read

Creating Automated Optimizations for Python User-Defined Functions with Snowpark's Parallel Execution
Snowpark’s parallel execution optimizes Python UDF performance, addressing Python global interpreter lock and data skew with advanced redistribution techniques.
JAN 30, 2025|4 min read

Creating a Secure and Flexible File Write Approach from Snowpark User-Defined Functions (UDFs)
NOV 07, 2024|4 min read

Snowpark Observability: Deep Dive into Functions and Procedures Optimizations
OCT 29, 2024|5 min read

Optimize Your Data Pipelines by Augmenting Network Concurrency with Snowpark External Access
SEP 11, 2024|8 min read

Deep Dive Into Historical Usage-Based Scheduling with Snowpark
AUG 22, 2024|5 min read

Secure Connections with New Outbound Private Link with Snowflake Support in Preview
AUG 20, 2024|7 min read