Data Engineering Podcast

FEBRUARY 18, 2024

What are the differences in terms of pipeline design/access and usage patterns when using a Trino/Iceberg lakehouse as compared to other popular warehouse/lakehouse structures? For someone who is interested in building a data lakehouse with Trino and Iceberg, how does that influence their selection of other platform elements?

Data Lake 262

Data Lake High Quality Data Data Warehouse Google Cloud 262

Knowledge Hut

JANUARY 12, 2024

But one thing is for sure, tech enthusiasts like us will never stop hunting for the best free online cloud storage platforms to upgrade our unlimited free cloud storage game. What is Cloud Storage? Cloud storage provides you with cost-effective, scalable storage.

Cloud Storage 52

Cloud Storage Cloud Cloud Computing Media 52

Cloudera

SEPTEMBER 28, 2021

Cloudera Data platform ( CDP ) provides a Shared Data Experience ( SDX ) for centralized data access control and audit in the Enterprise Data Cloud. The Ranger Authorization Service (RAZ) is a new service added to help provide fine-grained access control (FGAC) for cloud storage. Changes with file access control .

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Accessible Accessibility Cloud Cloud Storage 62

phData: Data Engineering

NOVEMBER 8, 2024

Data Versioning and Time Travel Open Table Formats empower users with time travel capabilities, allowing them to access previous dataset versions. This feature is essential in environments where multiple users or applications access, modify, or analyze the same data simultaneously. Amazon S3, Azure Data Lake, or Google Cloud Storage).

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Cloudyard

MARCH 30, 2023

Read Time: 2 Minute, 30 Second For instance, Consider a scenario where we have unstructured data in our cloud storage. Therefore, As per the requirement, Business users wants to download the files from cloud storage. But due to compliance issue, users were not authorized to login to the cloud provider.

Unstructured Data 52

Unstructured Data Accessible Accessibility Cloud Storage 52

DataKitchen

NOVEMBER 5, 2024

This architecture is valuable for organizations dealing with large volumes of diverse data sources, where maintaining accuracy and accessibility at every stage is a priority. The Silver layer aims to create a structured, validated data source that multiple organizations can access. How do you ensure data quality in every layer ?

Architecture 78

Architecture Raw Data Pipeline-centric Data Ingestion 78

Knowledge Hut

NOVEMBER 16, 2023

While cloud computing is pushing the boundaries of science and innovation into a new realm, it is also laying the foundation for a new wave of business start ups. 5 Reasons Your Startup Should Switch To Cloud Storage Immediately 1) Cost-effective Probably the strongest argument in cloud’s favor I is the cost-effectiveness that it offers.

Cloud Computing 98

Cloud Computing Cloud Cloud Storage AWS 98

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 Government 116

Edureka

APRIL 22, 2025

Additionally, it offers genuine multi-cloud flexibility by integrating easily with AWS, Azure, and GCP. JSON, Avro, Parquet, and other structured and semi-structured data types are supported by the natively optimized proprietary format used by the cloud storage layer.

BI 52

BI Pipeline-centric Data Lake Google Cloud 52

Netflix Tech

SEPTEMBER 24, 2021

After content ingestion, inspection and encoding, the packaging step encapsulates encoded video and audio in codec agnostic container formats and provides features such as audio video synchronization, random access and DRM protection. There are existing distributed file systems for the cloud as well as off-the-shelf FUSE modules for S3.

Cloud 96

Cloud Bytes Cloud Storage Media 96

DataKitchen

DECEMBER 9, 2024

They opted for Snowflake, a cloud-native data platform ideal for SQL-based analysis. The team landed the data in a Data Lake implemented with cloud storage buckets and then loaded into Snowflake, enabling fast access and smooth integrations with analytical tools.

Pharmaceutical 64

Pharmaceutical Data Lake Cloud Storage Project 64

Rockset

MARCH 1, 2023

Rockset’s distributed SQL engine accesses data from the relevant RocksDB instance during query processing. Step 1: Separate Compute and Storage One of the ways we first extended RocksDB to run in the cloud was by building RocksDB Cloud , in which the SST files created upon a memtable flush are also backed into cloud storage such as Amazon S3.

Data Ingestion 144

Data Ingestion Database Architecture SQL 144

Cloudera

MARCH 31, 2021

Access new platform capabilities – such as the SQL Stream Builder. To use CDP, you will need to set up the following resources in your Google Cloud account: A VPC – you can use shared or dedicated VPCs – set up with subnets and firewalls as per our documentation.

Google Cloud 94

Google Cloud Cloud Amazon Web Services Cloud Storage 94

Cloudera

AUGUST 30, 2022

Our experience so far reveals firms are still in the early stages of understanding the operational model and the total cost of ownership related to data platforms deployed in the cloud compared to on-premise deployments. In some cases, firms are surprised by cloud storage costs and looking to repatriate data.

Cloud Storage 107

Cloud Storage Government Data Governance Retail 107

Cloudera

JANUARY 21, 2021

CDP is Cloudera’s new hybrid cloud, multi-function data platform. With CDW, as an integrated service of CDP, your line of business gets immediate resources needed for faster application launches and expedited data access, all while protecting the company’s multi-year investment in centralized data management, security, and governance.

IT 94

IT Data Lake Data Warehouse Cloud Storage 94

Tweag

OCTOBER 16, 2024

We recently completed a project with IMAX, where we learned that they had developed a way to simplify and optimize the process of integrating Google Cloud Storage (GCS) with Bazel. In this blog post, we’ll dive into the features, installation, and usage of rules_gcs , and how it provides you with access to private resources.

Google Cloud 67

Google Cloud Cloud Storage Accessible Accessibility 67

Snowflake

APRIL 22, 2024

There was a strong requirement to seamlessly migrate hundreds of users, roles, and other account-level objects, including compute resources and cloud storage integrations. Additionally, Magnite’s Snowflake account was integrated with an identity provider for Single Sign-On (SSO). Remarkably, the entire dataset with over 1.2

AWS 101

AWS Cloud Storage Cloud Technology 101

Knowledge Hut

OCTOBER 27, 2023

destroyAllWindows() By engaging in this Gesture Language Translator project, you'll not only enhance your programming skills but also contribute to fostering a more inclusive and accessible world. Student Portal: Students can enroll in courses, access course materials, and communicate with instructors and other students.

Software Engineer 98

Software Engineer Software Engineering Coding Project 98

Cloudera

DECEMBER 21, 2021

At the storage layer security, lineage, and access control play a critical role for almost all customers. A new capability called Ranger Authorization Service (RAZ) provides fine grained authorization on cloud storage. This also enables sharing other directories with full audit trails.

Data Engineering 118

Data Engineering Data Engineer Engineering Data Pipeline 118

Striim

MARCH 21, 2025

To access real-time data, organizations are turning to stream processing. Striim customers often utilize a single streaming source for delivery into Kafka, Cloud Data Warehouses, and cloud storage, simultaneously and in real-time. There are two main data processing paradigms: batch processing and stream processing.

Process 52

Process Data Warehouse Kafka Data Pipeline 52

Edureka

APRIL 14, 2025

Broad data connectivity : Seamless integration with numerous data sources enables streamlined access and analysis across systems. It also supports various sources, including cloud storage, on-prem databases, and third-party platforms, making it highly versatile for hybrid ecosystems. How do I migrate from Power BI to Fabric?

BI 40

BI Business Intelligence Raw Data Retail 40

Knowledge Hut

JULY 2, 2024

It was only a few short years ago that the concept of cloud computing was first introduced, and it has already transformed how businesses operate. With cloud computing, businesses can now access powerful computer resources without having to invest in their own hardware. However, the hybrid cloud is not going away anytime soon.

Cloud Computing 98

Cloud Computing Cloud Healthcare Education 98

Cloudera

SEPTEMBER 23, 2022

Let’s dive into the characteristics of these PaaS deployments: Hardware (compute and storage) : With PaaS deployments, the data lakehouse will be provisioned within your cloud account. You will have access to on-demand compute and storage at your discretion. To the user, it is a serverless experience.

Data Governance 109

Data Governance Government Amazon Web Services Cloud Computing 109

Cloudera

JUNE 25, 2021

While using CDH on-premises cluster or CDP Private Cloud Base cluster, make sure that the following ports are open and accessible on the source hosts to allow communication between the source on-premise cluster and CDP Data Lake cluster. Specification of access conditions for specific users and groups.

Cloud 73

Cloud Data Lake Cloud Storage Metadata 73

Towards Data Science

MARCH 5, 2024

With on-demand pricing, you will generally have access to up to 2000 concurrent slots, shared among all queries in a single project, which is more than enough in most cases. Physical Bytes Storage Billing BigQuery offers two billing models for storage: Standard and Physical Bytes Storage Billing.

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Bytes Google Cloud Cloud Storage Utilities 97

RandomTrees

NOVEMBER 13, 2024

The spatial disconnect of team members is eliminated through AI bots embedded within the cloud system, which facilitates instant communication and sharing of resources.

Entertainment 52

Entertainment Media Cloud Cloud Computing 52

Monte Carlo

JULY 19, 2023

Those tools include: Cloud storage and compute Data transformation Business intelligence Data observability And orchestration And we won’t mention ogres or bean dip again. Cloud storage and compute Whether you’re stacking data tools or pancakes, you always build from the bottom up. Let’s dive into it.

Building 96

Building Business Intelligence Cloud Storage BI 96

Cloudera

JUNE 5, 2023

Cybersecurity is a common domain for DataFlow deployments due to the need for timely access to data across systems, tools, and protocols. RK built some simple flows to pull streaming data into Google Cloud Storage and Snowflake. Congratulations Vince! Runner up Ramakrishna Sanikommu was our runner up.

Google Cloud 77

Google Cloud Cloud Storage Data Lake Data Pipeline 77

ThoughtSpot

MAY 31, 2023

This includes services that: Manage and monitor the tenant-specific resources—this does not include access to tenant data Maintains indexed data to serve as your application home page. We secure the API key and secrets used to communicate with Azure in a secure vault storage that has role-based access control.

Data Security 98

Data Security Metadata Data Warehouse Transportation 98

Cloudera

SEPTEMBER 1, 2020

By encapsulating Kerberos, it eliminates the need for client software or client configuration, simplifying the access model. YARN allows you to use various data processing engines for batch, interactive, and real-time stream processing of data stored in HDFS or cloud storage like S3 and ADLS. Provides perimeter security.

Cloud Storage 71

Cloud Storage Unstructured Data AWS Analytics Application 71

Snowflake

OCTOBER 15, 2024

As organizations increasingly seek to enhance decision-making and drive operational efficiencies by making knowledge in documents accessible via conversational applications, a RAG-based application framework has quickly become the most efficient and scalable approach. Amazon S3) without copying the original file into Snowflake.

SQL 98

SQL Data Preparation Electronics Python 98

Cloudera

OCTOBER 26, 2020

*For clarity, the scope of the current certification covers CDP-Private Cloud Base. Certification of CDP-Private Cloud Experiences will be considered in the future. The certification process is designed to validate Cloudera products on a variety of Cloud, Storage & Compute Platforms. Ranger 2.0.

Certification 87

Certification Cloud Kafka Unstructured Data 87

Knowledge Hut

FEBRUARY 29, 2024

A database is a structured data collection that is stored and accessed electronically. File systems can store small datasets, while computer clusters or cloud storage keeps larger datasets. The designer must decide and understand the data storage, and inter-relation of data elements.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

Towards Data Science

DECEMBER 15, 2023

Anyone who’s fought to get access to a database or data warehouse in order to build a model can relate. Essentially, the more data we have, the more the chance that some of it goes missing or gets accessed by someone inappropriately. Taking a hard look at data privacy puts our habits and choices in a different context, however.

Machine Learning 98

Machine Learning Data Science Data Security Data Storage 98

phData: Data Engineering

AUGUST 4, 2023

Data storage is a vital aspect of any Snowflake Data Cloud database. Within Snowflake, data can either be stored locally or accessed from other cloud storage systems. What are the Different Storage Layers Available in Snowflake? These stages are unique to the user, meaning no other user can access the stage.

Cloud Storage 52

Cloud Storage Google Cloud Amazon Web Services Data Storage 52

Towards Data Science

NOVEMBER 4, 2023

For example, we can run ml_engine_training_op after we export data into the cloud storage (bq_export_op) and make this workflow run daily or weekly. It creates a simple data pipeline graph to export data into a cloud storage bucket and then trains the ML model using MLEngineTrainingOperator. """DAG

Data Engineering 98

Data Engineering Data Engineer Engineering BI 98

Cloudera

FEBRUARY 9, 2021

Another NiFi landing dataflow consumes from this Kafka topic and accumulates the messages into ORC or Parquet files of an ideal size, then lands them into the cloud object storage in near real-time. In many large-scale solutions, data is divided into partitions that can be managed and accessed separately. Design Detail.

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Data Warehouse Cloud Kafka Cloud Storage 72