Monte Carlo

MARCH 14, 2023

Data ingestion is the process of collecting data from various sources and moving it to your data warehouse or lake for processing and analysis. It is the first step in modern data management workflows. Table of Contents What is Data Ingestion? Decision making would be slower and less accurate.

Data Ingestion 52

Data Ingestion Data Warehouse Lambda Architecture Raw Data 52

Snowflake

NOVEMBER 11, 2024

With Hybrid Tables’ fast, high-concurrency point operations, you can store application and workflow state directly in Snowflake, serve data without reverse ETL and build lightweight transactional apps while maintaining a single governance and security model for both transactional and analytical data — all on one platform.

Data Architecture 105

Data Architecture Architecture Data Lake Kafka 105

Monte Carlo

FEBRUARY 20, 2024

At the heart of every data-driven decision is a deceptively simple question: How do you get the right data to the right place at the right time? The growing field of data ingestion tools offers a range of answers, each with implications to ponder. Fivetran Image courtesy of Fivetran.

Data Ingestion 52

Data Ingestion Google Cloud Kafka AWS 52

Data Engineering Weekly

MARCH 5, 2025

While the Iceberg itself simplifies some aspects of data management, the surrounding ecosystem introduces new challenges: Small File Problem (Revisited): Like Hadoop, Iceberg can suffer from small file problems. Data ingestion tools often create numerous small files, which can degrade performance during query execution.

Hadoop 58

Hadoop Metadata Data Ingestion Data Governance 58

Databand.ai

JULY 19, 2023

Complete Guide to Data Ingestion: Types, Process, and Best Practices Helen Soloveichik July 19, 2023 What Is Data Ingestion? Data Ingestion is the process of obtaining, importing, and processing data for later use or storage in a database. In this article: Why Is Data Ingestion Important?

Data Ingestion 52

Data Ingestion Process Data Cleanse Data Governance 52

Snowflake

JUNE 13, 2024

But at Snowflake, we’re committed to making the first step the easiest — with seamless, cost-effective data ingestion to help bring your workloads into the AI Data Cloud with ease. Like any first step, data ingestion is a critical foundational block. Ingestion with Snowflake should feel like a breeze.

Data Ingestion 114

Data Ingestion MySQL PostgreSQL Data Pipeline 114

Team Data Science

JUNE 6, 2020

We left off last time concluding finance has the largest demand for data engineers who have skills with AWS, and sketched out what our data ingestion pipeline will look like. I began building out the data ingestion pipeline by launching an EC2 instance. They can do whatever they want, whenever they want.

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Project Management Data Ingestion AWS 130

Knowledge Hut

JULY 3, 2023

This is where real-time data ingestion comes into the picture. Data is collected from various sources such as social media feeds, website interactions, log files and processing. This refers to Real-time data ingestion. To achieve this goal, pursuing Data Engineer certification can be highly beneficial.

Data Ingestion 52

Data Ingestion Google Cloud Pipeline-centric Media 52

Snowflake

APRIL 9, 2025

SoFlo Solar SoFlo Solars SolarSync platform uses real-time AI data analytics and ML to transform underperforming residential solar systems into high-uptime clean energy assets, providing homeowners with savings while creating a virtual power plant network that delivers measurable value to utilities and grid operators.

Pharmaceutical 98

Pharmaceutical Manufacturing Data Ingestion SQL 98

Rockset

MAY 3, 2023

lower latency than Elasticsearch for streaming data ingestion. We’ll also delve under the hood of the two databases to better understand why their performance differs when it comes to search and analytics on high-velocity data streams. Why measure streaming data ingestion? Rockset was able to achieve up to 2.5x

Data Ingestion 59

Data Ingestion Kafka Database Architecture 59

Snowflake

JANUARY 9, 2024

Data cloud integration: This comprehensive solution begins with the Snowflake Data Cloud as a persistent data layer, which makes data more accessible for organizations to get started with the platform. Data ingestion: Hakkoda leads the entire data ingestion process.

Data Ingestion 126

Data Ingestion Cloud Architecture Accessibility 126

Ascend.io

DECEMBER 19, 2022

More and more customers are dramatically accelerating their time to value with Databricks data pipelines by leveraging Ascend automation.

Data Ingestion 52

Data Ingestion Data Pipeline Metadata AWS 52

Striim

APRIL 18, 2025

Siloed storage : Critical business data is often locked away in disconnected databases, preventing a unified view. Delayed data ingestion : Batch processing delays insights, making real-time decision-making impossible. Heres why: AI Models Require Clean Data: Machine learning models are only as good as their training data.

High Quality Data 52

High Quality Data Business Intelligence Unstructured Data Data Pipeline 52

Snowflake

JUNE 4, 2024

Iceberg tables (now generally available), when combined with the capabilities of the Snowflake platform, allow you to build various open architectures, including a data lakehouse and data mesh. Parquet Direct (private preview) allows you to use Iceberg without rewriting or duplicating Parquet files — even as new Parquet files arrive.

Government 112

Government Data Ingestion Data PostgreSQL 112

Hevo

JULY 17, 2024

Every data-centric organization uses a data lake, warehouse, or both data architectures to meet its data needs. Data Lakes bring flexibility and accessibility, whereas warehouses bring structure and performance to the data architecture.

Data Ingestion 52

Data Ingestion Data Lake Data Architecture Architecture 52

Striim

JANUARY 30, 2025

Todays organizations have access to more data than ever before, and consequently are faced with the challenge of determining how to transform this tremendous stream of real-time information into actionable insights. Safeguarding Personally Identifiable Information (PII) Oftentimes, crisis data includes sensitive details (e.g.,

Systems 52

Systems Management Hospitality Healthcare 52

phData: Data Engineering

FEBRUARY 21, 2025

A data warehouse enables advanced analytics, reporting, and business intelligence. The data warehouse emerged as a means of resolving inefficiencies related to data management, data analysis, and an inability to access and analyze large volumes of data quickly.

Cloud 52

Cloud Data Warehouse Amazon Web Services Data Ingestion 52

Snowflake

MARCH 14, 2024

Along with SNP Glue, the Snowflake Native App gives customers a simple, flexible and cost-effective solution to get data out of SAP and into Snowflake quickly and accurately. What’s the challenge with unlocking SAP data? Getting direct access to SAP data is critical because it holds such a breadth of ERP information.

IT 121

IT Data Ingestion Data AWS 121

Snowflake

OCTOBER 3, 2023

We are excited to announce the availability of data pipelines replication, which is now in public preview. In the event of an outage, this powerful new capability lets you easily replicate and failover your entire data ingestion and transformations pipelines in Snowflake with minimal downtime.

Data Pipeline 114

Data Pipeline Management Data Ingestion Data 114

Data Engineering Weekly

MARCH 23, 2025

s architecture, key capabilities (discoverability, access control, resource management, monitoring), client interfaces (UI, APIs, CLIs), benefits (agility, ownership, performance, security), and future considerations like self-serve onboarding, infrastructure as code, and an AI assistant. and then to Nuage 3.0,

Data Engineer 63

Data Engineer Data Engineering Engineering Data 63

Zalando Engineering

MARCH 6, 2025

Real-time data access is critical in e-commerce, ensuring accurate pricing and availability. Once complete, each product was materialised as an event, requiring teams to consume the event stream to serve product data via their own APIs. A simple request"Im building a new feature and need access to product data.

Algorithm 63

Algorithm Architecture Transportation Data Ingestion 63

Pinterest Engineering

APRIL 7, 2025

In the case during the instance migration, even though the measured network throughput was well below the baseline bandwidth, we still see TCP retransmits to spike during bulk data ingestion into EC2. In the database service, the application reads data (e.g.

AWS 57

AWS Bytes Database Data Ingestion 57

Rockset

OCTOBER 11, 2022

In this blog, we’ll compare and contrast how Elasticsearch and Rockset handle data ingestion as well as provide practical techniques for using these systems for real-time analytics. Or, they can periodically scan their relational database to get access to the most up to date records and reindex the data in Elasticsearch.

Data Ingestion 52

Data Ingestion Kafka Relational Database PostgreSQL 52

Snowflake

APRIL 18, 2024

Legacy SIEM cost factors to keep in mind Data ingestion: Traditional SIEMs often impose limits to data ingestion and data retention. Snowflake allows security teams to store all their data in a single platform and maintain it all in a readily accessible state, with virtually unlimited cloud data storage capacity.

Data Lake 108

Data Lake Data Ingestion Bytes Cloud Computing 108

Snowflake

FEBRUARY 13, 2024

When combined with network rules, network policies can now restrict access based on the identifier of an AWS S3 endpoint or Azure private endpoint. With Snowsight, you can load files onto internal named stages and prepare to load data into tables or load dependencies for Python worksheets. Learn more here. Learn more here.

Data Ingestion 111

Data Ingestion AWS Python Metadata 111

Snowflake

JUNE 6, 2024

A look inside Snowflake Notebooks: A familiar notebook interface, integrated within Snowflake’s secure, scalable platform Keep all your data and development workflows within Snowflake’s security boundary, minimizing the need for data movement. Access Snowflake platform capabilities and data sets directly within your notebooks.

SQL 115

SQL Python Machine Learning Data Workflow 115

Snowflake

APRIL 9, 2024

However, that data must be ingested into our Snowflake instance before it can be used to measure engagement or help SDR managers coach their reps — and the existing ingestion process had some pain points when it came to data transformation and API calls.

BI 103

BI Data Ingestion Data Aggregated Data 103

Cloudera

FEBRUARY 9, 2021

You have the choice to either develop applications using one of the native Apache HBase applications, or you can use Apache Phoenix for data access. It works on top of Apache HBase, and it makes it possible to handle data using standard SQL queries. You can also access your data using the Hue HBase app.

Database 104

Database Java SQL Data Ingestion 104

Striim

SEPTEMBER 11, 2024

Understanding the essential components of data pipelines is crucial for designing efficient and effective data architectures. Data Collection/Ingestion The next component in the data pipeline is the ingestion layer, which is responsible for collecting and bringing data into the pipeline.

Data Pipeline 98

Data Pipeline Designing Data Lake Data Warehouse 98

Cloudera

AUGUST 26, 2021

While we walk through the steps one by one from data ingestion to analysis, we will also demonstrate how Ozone can serve as an ‘S3’ compatible object store. Learn more about the impacts of global data sharing in this blog, The Ethics of Data Exchange. Data ingestion through ‘s3’. Ozone Namespace Overview.

Data Science 113

Data Science Cloud Hadoop Metadata 113

phData: Data Engineering

NOVEMBER 8, 2024

Hence, the metadata files record schema and partition changes, enabling systems to process data with the correct schema and partition structure for each relevant historical dataset. Data Versioning and Time Travel Open Table Formats empower users with time travel capabilities, allowing them to access previous dataset versions.

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Snowflake

SEPTEMBER 14, 2023

Now, the team is on an ongoing mission to use Snowflake’s data platform to simplify the complexity of its tech stack. Snowflake simplifies data ingestion by consolidating batch and streaming, increasing Marriott’s speed to market—as soon as a customer transaction occurs, the data is available for consumption.

Data Architecture 122

Data Architecture Architecture Hadoop Data Warehouse 122

Cloudera

NOVEMBER 19, 2020

Furthermore, the same tools that empower cybercrime can drive fraudulent use of public-sector data as well as fraudulent access to government systems. In financial services, another highly regulated, data-intensive industry, some 80 percent of industry experts say artificial intelligence is helping to reduce fraud.

Government 119

Government Machine Learning Algorithm Raw Data 119

Cloudera

AUGUST 17, 2022

?. What if you could access all your data and execute all your analytics in one workflow, quickly with only a small IT team? CDP One is a new service from Cloudera that is the first data lakehouse SaaS offering with cloud compute, cloud storage, machine learning (ML), streaming analytics, and enterprise grade security built-in.

Cloud Computing 116

Cloud Computing Cloud Storage Data Science Machine Learning 116

Data Engineering Podcast

JULY 23, 2023

Summary Real-time data processing has steadily been gaining adoption due to advances in the accessibility of the technologies involved. To bring streaming data in reach of application engineers Matteo Pelati helped to create Dozer. To bring streaming data in reach of application engineers Matteo Pelati helped to create Dozer.

Building 130

Building Machine Learning SQL Python 130

Cloudera

OCTOBER 11, 2021

The platform converges data cataloging, data ingestion, data profiling, data tagging, data discovery, and data exploration into a unified platform, driven by metadata. Modak Nabu automates repetitive tasks in the data preparation process and thus accelerates the data preparation by 4x.

Data Engineer 95

Data Engineer Data Engineering Cloud Engineering 95

Cloudera

JULY 9, 2021

If you’ve followed Cloudera for a while, you know we’ve long been singing the praises—or harping on the importance, depending on perspective—of a solid, standalone enterprise data strategy. The ways data strategies are implemented, the resulting outcomes and the lessons learned along the way provide important guardrails.

Government 114

Government Building Cloud Data Ingestion 114