Cloudera

APRIL 3, 2023

Cloudera Contributors: Ayush Saxena, Tamas Mate, Simhadri Govindappa Since we announced the general availability of Apache Iceberg in Cloudera Data Platform (CDP), we are excited to see customers testing their analytic workloads on Iceberg. We will publish follow up blogs for other data services.

Data Warehouse 81

Data Warehouse Snapshot Metadata Cost-Benefit 81

AWS Big Data

NOVEMBER 22, 2023

Hudi’s advanced performance optimizations make analytical workloads faster with any of the popular query engines including Apache Spark, Presto, Trino, Hive, and so on. AWS Glue Crawler is a component of AWS Glue, which allows you to create table metadata from data content automatically without requiring manual definition of the metadata.

Data Lake 95

Data Lake Snapshot Metadata Optimization 95

Cloudera

JULY 13, 2023

Iceberg is an emerging open-table format designed for large analytic workloads. A range of Iceberg table analysis such as listing table’s data file, selecting table snapshot, partition filtering, and predicate filtering can be delegated through Iceberg Java API instead, obviating the need for each query engine to implement it themself.

Metadata 70

Metadata Snapshot Data Warehouse Statistics 70

AWS Big Data

JULY 20, 2023

One key component that plays a central role in modern data architectures is the data lake, which allows organizations to store and analyze large amounts of data in a cost-effective manner and run advanced analytics and machine learning (ML) at scale. Moreover, running advanced analytics and ML on disparate data sources proved challenging.

Data Lake 90

Data Lake Analytics Snapshot Optimization 90

AWS Big Data

JANUARY 8, 2024

This is the first post to a blog series that offers common architectural patterns in building real-time data streaming infrastructures using Kinesis Data Streams for a wide range of use cases. In this post, we will review the common architectural patterns of two use cases: Time Series Data Analysis and Event Driven Microservices.

Analytics 115

Analytics IoT Data-driven Snapshot 115

AWS Big Data

AUGUST 23, 2023

With managed domains, you can use advanced capabilities at no extra cost such as cross-cluster search, cross-cluster replication, anomaly detection, semantic search, security analytics, and more. At release, you could create search and time series collections for full-text search and log analytics use cases, respectively.

Snapshot 96

Snapshot Dashboards Visualization Metrics 96

Cloudera

JULY 14, 2023

In this blog, I will describe a few strategies one could undertake for various use cases. They also provide a “ snapshot” procedure that creates an Iceberg table with a different name with the same underlying data. You could first create a snapshot table, run sanity checks on the snapshot table, and ensure that everything is in order.

Snapshot 70

Snapshot Metadata Data Warehouse Testing 70

Cloudera

DECEMBER 15, 2022

Since we announced the general availability of Apache Iceberg in Cloudera Data Platform (CDP), Cloudera customers, such as Teranet , have built open lakehouses to future-proof their data platforms for all their analytical workloads. Enhanced multi-function analytics. Only metadata will be regenerated. Advanced capabilitie.

Metadata 78

Metadata Data Warehouse Snapshot Data Quality 78

DataKitchen

AUGUST 8, 2023

It alerts data and analytics leaders to issues with their data before they multiply. Data Observability leverages five critical technologies to create a data awareness AI engine: data profiling, active metadata analysis, machine learning, data monitoring, and data lineage.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

Cloudera

JULY 13, 2022

The service provides simple, easy-to-use, and feature-rich data movement capability to deliver data and metadata where it is needed, and has secure data backup and disaster recovery functionality. In this method, you prepare the data for migration, and then set up the replication plugin to use a snapshot to migrate your data.

Snapshot 89

Snapshot Management Cost-Benefit Metadata 89

Cloudera

SEPTEMBER 1, 2020

It is designed to simplify deployment, configuration, and serviceability of Solr-based analytics applications. The Data Discovery and Exploration template contains the most commonly used services in search analytics applications. See the snapshot below. Coordinates distribution of data and metadata, also known as shards.

Snapshot 68

Snapshot Unstructured Data Dashboards Interactive 68

Cloudera

OCTOBER 11, 2022

Data science needs analytics. In the article, Bret Greenstein, data, analytics and AI partner at PwC identifies that, “No matter how organizations move toward scaling AI in the coming year, it’s important to understand the significant differences between using AI as a ‘proof of concept’ and scaling those efforts.”

Snapshot 92

Snapshot Data Science Digital Transformation Metadata 92

Sisense

JANUARY 6, 2020

Analytics and sales should partner to forecast new business revenue and manage pipeline, because sales teams that have an analyst dedicated to their data and trends, drive insights that optimize workflows and decision making. Daily snapshot of opportunities that’s derived from a table of opportunities’ histories.

Sales 91

Sales Forecasting Snapshot Management 91

Cloudera

MARCH 23, 2022

Figure 1: Apache Iceberg fits the next generation data architecture by abstracting storage layer from analytics layer while introducing net new capabilities like time-travel and partition evolution. #1: 1: Multi-function analytics . 3: Open Performance. Financial regulation. Reproducibility for ML Ops.

Metadata 90

Metadata Data Architecture Machine Learning Cost-Benefit 90

AWS Big Data

SEPTEMBER 13, 2023

The Analytics specialty practice of AWS Professional Services (AWS ProServe) helps customers across the globe with modern data architecture implementations on the AWS Cloud. The File Manager Lambda function consumes those messages, parses the metadata, and inserts the metadata to the DynamoDB table odpf_file_tracker.

Data Lake 93

Data Lake Data Processing Metadata Snapshot 93

Alation

AUGUST 26, 2021

It includes intelligence about data, or metadata. Answering these questions can improve operational efficiencies and inform a number of data intelligence use cases, which include data governance, self-service analytics, and more. Again, metadata is key. What Is Data Intelligence? These questions are: Who is using what data?

Metadata 64

Metadata Data Governance Dashboards Software 64

AWS Big Data

NOVEMBER 29, 2023

It enables data engineers, data scientists, and analytics engineers to define the business logic with SQL select statements and eliminates the need to write boilerplate data manipulation language (DML) and data definition language (DDL) expressions. If the workgroup athena-dbt-glue-aws-blog settings dialog box appears, choose Acknowledge.

Data Lake 105

Data Lake Management Metrics Data Warehouse 105

AWS Big Data

JANUARY 17, 2024

The key idea behind incremental queries is to use metadata or change tracking mechanisms to identify the new or modified data since the last query. Besides demonstrating with Hudi here, we will follow up with other OTF tables with other blogs. For Stack name , enter a stack name (for example, rsv2-emr-hudi-blog ).

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Data Lake Snapshot Big Data Data-driven 96

Alation

JULY 28, 2022

There was a time when most CIOs would never consider putting their crown jewels — AKA customer data and associated analytics — into the cloud. There are tools to replicate and snapshot data, plus tools to scale and improve performance.” Subscribe to Alation's Blog. The cloud is no longer synonymous with risk.

Data Warehouse 69

Data Warehouse Cost-Benefit Data Governance Data-driven 69

Cloudera

MARCH 15, 2023

The record in the “outbox” table contains information about the event that happened inside the application, as well as some metadata that is required for further processing or routing. NOTE: Cloudera Data Platform (CDP) is a hybrid data platform designed for unmatched freedom to choose—any cloud, any analytics, any data.

Snapshot 89

Snapshot Data-driven Publishing Optimization 89

DataKitchen

JANUARY 23, 2023

Data lineage is often considered static because it is typically based on snapshots of data and metadata taken at a specific time. Testing data and analytic systems require a development system with accurate test data, tools, and relevant tool code. We must do the same as data analytic teams.

Testing 130

Testing Data Governance Data Quality Data-driven 130

AWS Big Data

MARCH 3, 2023

Amazon EMR Serverless is a serverless option in Amazon EMR that makes it easy for data analysts and engineers to run open-source big data analytics frameworks without configuring, managing, and scaling clusters or servers. For Name , enter emr-delta-blog. For additional details on cost, refer to Amazon EMR Serverless cost estimator.

Data Lake 86

Data Lake Dashboards Metrics Metadata 86