LinkedIn Engineering

JUNE 15, 2023

To remove this bottleneck, we built AvroTensorDataset , a TensorFlow dataset for reading, parsing, and processing Avro data. AvroTensorDataset speeds up data preprocessing by multiple orders of magnitude, enabling us to keep site content as fresh as possible for our members.

Datasets 102

Datasets Bytes Process Data Ingestion 102

Towards Data Science

MARCH 5, 2024

Introduction In the field of data warehousing, there’s a universal truth: managing data can be costly. Like a dragon guarding its treasure, each byte stored and each query executed demands its share of gold coins. But let me give you a magical spell to appease the dragon: burn data, not money! in europe-west3.

Bytes 70

Bytes Google Cloud Cloud Storage Utilities 70

Engineering at Meta

FEBRUARY 20, 2024

Why we need a composable data management system Meta’s data engines support large-scale workloads that include processing large datasets offline (ETL), interactive dashboard generation, ad hoc data exploration, and stream processing. Our focus is to use open standards in these APIs as often as possible.

Data Management 98

Data Management Bytes Management Datasets 98

Tweag

APRIL 19, 2023

Whether displaying it on a screen or feeding it to a neural network, it is fundamental to have a tool to turn the stored bytes into a meaningful representation. Besides, even if we mounted multiple disks, the cost and time it would take to transfer all this data on every new machine would be too much. _slides_specs. y ) , level = spec.

Medical 60

Medical Process Cloud Bytes 60

ProjectPro

JANUARY 31, 2023

Data Storage: The next step after data ingestion is to store it in HDFS or a NoSQL database such as HBase. HBase storage is ideal for random read/write operations, whereas HDFS is designed for sequential processes. Data Processing: This is the final step in deploying a big data model. How to avoid the same.

Big Data 52

Big Data Hadoop AWS Relational Database 52

Ascend.io

APRIL 12, 2023

Foundational encoding, whether it is ASCII or another byte-level code, is delimited correctly into fields or columns and packaged correctly into JSON, parquet, or other file system. Field and column names, data types, and variations in delimiters that designate fields. Data sets should have no redundancy of records. Consistent.

Data Pipeline 52

Data Pipeline Data Integration Datasets Data 52

ProjectPro

JANUARY 31, 2022

Databricks Snowflake Projects for Practice in 2022 Dive Deeper Into The Snowflake Architecture FAQs on Snowflake Architecture Snowflake Overview and Architecture With Data Explosion, acquiring, processing, and storing large or complicated datasets appears more challenging.

Architecture 52

Architecture IT Data Warehouse Amazon Web Services 52