Monte Carlo

JANUARY 5, 2024

You know what they always say: data lakehouse architecture is like an onion. …ok, Data lakehouse architecture combines the benefits of data warehouses and data lakes, bringing together the structure and performance of a data warehouse with the flexibility of a data lake. Storage layer 3.

Architecture 52

Architecture Data Lake Metadata Unstructured Data 52

Cloudera

JUNE 27, 2023

The way to achieve this balance is by moving to a modern data architecture (MDA) that makes it easier to manage, integrate, and govern large volumes of distributed data. When you deploy a platform that supports MDA you can consolidate other systems, like legacy data mediation and disparate data storage solutions.

Data Architecture 62

Data Architecture Architecture Data Governance Government 62

Workfall

JUNE 27, 2023

It means that there is a high risk of data loss but Apache Kafka solves this because it is distributed and can easily scale horizontally and other servers can take over the workload seamlessly. Kafka can also be used to stream data from IoT devices or sensors. Let’s get started!

Kafka 75

Kafka Architecture AWS Transportation 75

Data Engineering Podcast

JUNE 3, 2018

What are some of the benefits of multi-model data storage? For users who are accustomed to a relational engine, how do they need to adjust their approach to data modeling when working with Arango? What are the limitations in terms of network architecture or data volumes? When does it become problematic?

Data Storage 100

Data Storage PostgreSQL Architecture Database 100

Striim

NOVEMBER 8, 2023

Data Mesh is revolutionizing event streaming architecture by enabling organizations to quickly and easily integrate real-time data, streaming analytics, and more. In this article, we will explore the advantages and limitations of data mesh, while also providing best practices for building and optimizing a data mesh with Striim.

Architecture 52

Architecture Generalist Government Datasets 52

AltexSoft

AUGUST 29, 2023

In 2010, a transformative concept took root in the realm of data storage and analytics — a data lake. The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. What is a data lake?

Data Lake 52

Data Lake Architecture IT Amazon Web Services 52

Monte Carlo

JUNE 14, 2023

In this post, we will help you quickly level up your overall knowledge of data pipeline architecture by reviewing: Table of Contents What is data pipeline architecture? Why is data pipeline architecture important? What is data pipeline architecture? Why is data pipeline architecture important?

Data Pipeline 52

Data Pipeline Architecture Data Lake Data Warehouse 52

ProjectPro

JANUARY 31, 2022

This blog walks you through what does Snowflake do , the various features it offers, the Snowflake architecture, and so much more. Table of Contents Snowflake Overview and Architecture What is Snowflake Data Warehouse? Its analytical skills enable companies to gain significant insights from their data and make better decisions.

Architecture 52

Architecture IT Data Warehouse Amazon Web Services 52

U-Next

SEPTEMBER 22, 2022

What Is Multi-cloud Architecture? . Before we understand what multi- cloud architecture is, we need to understand what cloud architecture is. . Cloud Architecture . Think of cloud infrastructure as the materials used in building a house, while cloud architecture is the blueprint used to build the house. .

Architecture 52

Architecture Cloud Amazon Web Services Cloud Computing 52

Monte Carlo

FEBRUARY 9, 2023

Over the past several years, data warehouses have evolved dramatically, but that doesn’t mean the fundamentals underpinning sound data architecture needs to be thrown out the window. While data vault has many benefits, it is a sophisticated and complex methodology that can present challenges to data quality.

Architecture 52

Architecture Raw Data Metadata Data Warehouse 52

U-Next

SEPTEMBER 22, 2022

There is no question that cloud computing is here to stay because its architecture is simple, stating its components and subcomponents in clear terms. It is ubiquitous today, offering many advantages in terms of flexibility, maintenance, sharing, and storage, among others. What Is Cloud Computing Architecture? . Back-End .

Cloud Computing 40

Cloud Computing Architecture Cloud IT 40

AltexSoft

NOVEMBER 10, 2021

The pun being obvious, there’s more to that than just a new term: Data lakehouses combine the best features of both data lakes and data warehouses and this post will explain this all. What is a data lakehouse? Traditional data warehouse platform architecture. Data lake. Data lake architecture example.

Architecture 52

Architecture Data Lake Data Warehouse Metadata 52

KDnuggets

OCTOBER 30, 2023

A comparative overview of data warehouses, data lakes, and data marts to help you make informed decisions on data storage solutions for your data architecture.

Data Lake 129

Data Lake Data Warehouse Data Storage Data 129

AltexSoft

SEPTEMBER 23, 2021

One of the innovative ways to address this problem is to build a data hub — a platform that unites all your information sources under a single umbrella. This article explains the main concepts of a data hub, its architecture, and how it differs from data warehouses and data lakes. What is Data Hub?

Architecture 52

Architecture Data Lake Unstructured Data Data Warehouse 52

Engineering at Meta

NOVEMBER 19, 2024

Learning from sequences: developing new sequence learning architectures to replace traditional DLRM neural network architectures. This necessitated a complete redesign of the ads recommendations system across data storage, feature input formats, and model architecture.

Architecture 66

Architecture Engineering Deep Learning Systems 66

Christophe Blefari

FEBRUARY 24, 2023

When it comes to data storage, the real-time ecosystem has also changed a lot in the last few years and a lot of tooling went out to simplify the burden of managing Kafka clusters, Materialize—a real-time platform—detailed their architecture. Hubert tries to explain stuff in the real-time category.

Kafka 130

Kafka Data Lake Data Storage Data 130

Striim

SEPTEMBER 11, 2024

Data pipelines are the backbone of your business’s data architecture. Implementing a robust and scalable pipeline ensures you can effectively manage, analyze, and organize your growing data. Benjamin Kennedy, Cloud Solutions Architect at Striim, emphasizes the outcome-driven nature of data pipelines.

Data Pipeline 98

Data Pipeline Designing Data Lake Data Warehouse 98

Data Engineering Weekly

DECEMBER 2, 2023

The Current State of the Data Architecture S3 intelligent tiered storage provides a fine balance between the cost and the duration of the data retention. However, the real-time insight on accessing the recent data remains a big challenge. The combination of stream processing + OLAP storage like Pinot.

IT 85

IT BI AWS Kafka 85

Knowledge Hut

APRIL 25, 2024

Each of these technologies has its own strengths and weaknesses, but all of them can be used to gain insights from large data sets. As organizations continue to generate more and more data, big data technologies will become increasingly essential. Let's explore the technologies available for big data.

Big Data 98

Big Data Technology Hadoop NoSQL 98

Cloudera

NOVEMBER 1, 2023

And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database. An overview of the RAG architecture with a vector database used to minimize hallucinations in the chatbot application.

Machine Learning 110

Machine Learning Data Ingestion Database Architecture 110

Striim

AUGUST 5, 2024

Prepare to transform your understanding of data and cloud architecture with visionary CEO Alex Gallego of Redpanda. This episode promises invaluable insights into the shift from batch to real-time data processing, and the practical applications across multiple industries that make this transition not just beneficial but necessary.

Kafka 52

Kafka Data Storage Architecture Data Architecture 52

Cloudera

AUGUST 21, 2024

The Awards showcase IT vendor offerings that provide significant technology advances – and partner growth opportunities – across technology categories including AI and AI infrastructure, cloud management tools, IT infrastructure and monitoring, networking, data storage, and cybersecurity.

Unstructured Data 65

Unstructured Data Business Intelligence Data Architecture Data Warehouse 65

Cloudera

MAY 9, 2024

Hybrid Horses for Courses: The Right Cloud for AI from Pilot to Production at Scale Later, on May 14 at 12:40 pm BST , hear from Mark Samson, one of Cloudera’s solutions engineering directors, on whether a data center or cloud deployment is best for your organization’s data platform and architecture.

Banking 101

Banking Data Storage Data Analytics Cloud 101

Engineering at Meta

MARCH 6, 2024

Our technical solution builds on Meta’s existing client / server architecture We think the best way to deliver interoperability is through a solution which builds on Meta’s existing client / server architecture [Figure 1]. The proof is constructed by the third-party service cryptographically signing an authentication token.

Media 131

Media Architecture Metadata Data Storage 131

Simon Späti

NOVEMBER 28, 2018

In my recent blog, I researched OLAP technologies, for this post I chose some open-source technologies and used them together to build a full data architecture for a Data Warehouse system. I went with Apache Druid for data storage, Apache Superset for querying and Apache Airflow as a task orchestrator.

Data Warehouse 130

Data Warehouse Data Storage Data Architecture Architecture 130

Engineering at Meta

MARCH 12, 2024

Through careful co-design of the network, software, and model architectures, we have successfully used both RoCE and InfiniBand clusters for large, GenAI workloads (including our ongoing training of Llama 3 on our RoCE cluster) without any network bottlenecks.

Building 145

Building Portfolio Utilities Data Storage 145

Engineering at Meta

JUNE 12, 2024

Storage We need efficient data-storage solutions to store the vast amounts of data used in model training. This involves investing in high-capacity and high-speed storage technologies and developing new data-storage solutions for specific workloads.

Algorithm 130

Algorithm Data Storage Technology Building 130

Towards Data Science

JULY 5, 2023

∘ Introduction ∘ Problem Statement ∘ Data ∘ AWS Architecture ∘ Data Storage with AWS S3 ∘ Designing the Schema ∘ ETL with AWS Glue ∘ Data Warehousing with AWS Redshift ∘ Extracting Insights…

AWS 62

AWS BI Data Storage Architecture 62

Data Engineering Weekly

OCTOBER 13, 2024

link] Lak Lakshmanan: What goes into bronze, silver, and gold layers of a medallion data architecture? If I understand correctly, the gist of the article is where you position the common data model/ metrics that can be used across the organization. I think these layers are a guiding principle instead of a strict framework.

Data Engineering 52

Data Engineering Data Engineer Engineering PostgreSQL 52

Monte Carlo

OCTOBER 31, 2024

Key Differences Between AI Data Engineers and Traditional Data Engineers While traditional data engineers and AI data engineers have similar responsibilities, they ultimately differ in where they focus their efforts. Data Storage Solutions As we all know, data can be stored in a variety of ways.

Data Engineering 52

Data Engineering Data Engineer Engineering Unstructured Data 52

Cloudera

MARCH 5, 2024

The powerful platform data security and governance layer, Shared Data Experience (SDX) , is a fundamental part of the open data lakehouse, in the data center just as it is in the cloud. Zero Downtime Upgrades Beyond improvements to Iceberg and Ozone, the platform now boasts Zero Downtime Upgrades (ZDU).

Data Lake 86

Data Lake Data Storage Government Kafka 86

Monte Carlo

JUNE 20, 2024

But when you’re scaling to become the #1 Data Observability Platform , you’re likely to get more requests than your existing architecture can accommodate. It consisted of three core components: Data connection: the connectivity to resources like Redshift, Snowflake, BigQuery, Databricks and many more (e.g., Also no code!

AWS 52

AWS Data Storage Google Cloud Cloud 52

Christophe Blefari

JANUARY 20, 2024

formats — This is a huge part of data engineering. Picking the right format for your data storage. This is a new way to describe data platforms with a warehouse at the core where all the company data and KPIs sit. The cherry on the cake here is the Slowly Changing Dimensions — SCDs — concept.

Data Engineering 130

Data Engineering Data Engineer Engineering Hadoop 130

Knowledge Hut

SEPTEMBER 26, 2023

This is particularly valuable in today's data landscape, where information comes in various shapes and sizes. Effective Data Storage: Azure Synapse offers robust data storage solutions that cater to the needs of modern data-driven organizations.

Data Lake 52

Data Lake Database-centric Pipeline-centric Machine Learning 52

Knowledge Hut

MARCH 27, 2024

Scales efficiently for specific operations within algorithms but may face challenges with large-scale data storage. Database vs Data Structure If you are thinking about how to differentiate database and data structure, let me explain the difference between the two in detail on the parameters mentioned above in the table.

Database 52

Database Algorithm Relational Database PostgreSQL 52

Monte Carlo

APRIL 27, 2023

Empowered by the rise of the modern data stack , leading companies like Warner Music Group , Chime and Petsmart are now turning to the Composable CDP to unlock a modular customer data architecture that centers on the cloud data warehouse. Teams typically turn to dbt for data transformation and modeling needs.

Data Warehouse 72

Data Warehouse Data Collection Architecture Data Storage 72

Knowledge Hut

OCTOBER 12, 2023

Cloud architecture as a career option provides a wide range of employment in a number of sectors. Learn what it takes to develop a successful career and decide if cloud architecture is the correct route for you. What is Cloud Architecture? It is any service that can be provided without physically being near the gear.

Cloud 52

Cloud Cloud Computing AWS Certification 52