Smart Data Collective

JULY 27, 2021

Metazoa is the company behind the Salesforce ecosystem’s top software toolset for org management, Metazoa Snapshot. Created in 2006, Snapshot was the first CRM management solution designed specifically for Salesforce and was one of the first Apps to be offered on the Salesforce AppExchange. Unused assets. Conclusion.

Big Data 131

Big Data Snapshot IT Dashboards 131

AWS Big Data

MAY 24, 2023

Jupyter Enterprise Gateway 2.6.0, RIO is really great",date("2023-04-06"),2023)""") You can check the new snapshot is created after this append operation by querying the Iceberg snapshot: spark.sql("""SELECT * FROM dev.db.amazon_reviews_iceberg.snapshots""").show() This example is demonstrated on an EMR version emr-6.10.0

Data Lake 87

Data Lake Snapshot Metadata Optimization 87

Cloudera

APRIL 3, 2023

Every table change creates an Iceberg snapshot, this helps to resolve concurrency issues and allows readers to scan a stable table state every time. The table metadata is stored next to the data files under a metadata directory, which allows multiple engines to use the same table simultaneously. ID, TBL_ICEBERG_PART_2.NAME,

Data Warehouse 81

Data Warehouse Snapshot Metadata Cost-Benefit 81

AWS Big Data

JANUARY 24, 2023

AWS Lake Formation helps with enterprise data governance and is important for a data mesh architecture. This solution only replicates metadata in the Data Catalog, not the actual underlying data. Lake Formation permissions In Lake Formation, there are two types of permissions: metadata access and data access.

Data Architecture 68

Data Architecture Metadata Data Lake Snapshot 68

IBM Big Data Hub

JUNE 7, 2023

Enterprise clients worldwide continue to grapple with a threat landscape that is constantly evolving. It is also engineered to help enterprises detect sophisticated threats earlier and orchestrate data recovery to help get a minimally viable enterprise operational by coordinating with existing SecOps workflows.

Snapshot 80

Snapshot Metadata Enterprise Testing 80

AWS Big Data

JULY 28, 2023

Tagging Consider tagging your Amazon Redshift resources to quickly identify which clusters and snapshots contain the PII data, the owners, the data retention policy, and so on. Tags provide metadata about resources at a glance. Redshift resources, such as namespaces, workgroups, snapshots, and clusters can be tagged.

Snapshot 86

Snapshot Metadata Measurement Data Warehouse 86

AWS Big Data

AUGUST 23, 2023

SS4O is inspired by both OpenTelemetry and the Elastic Common Schema (ECS) and uses Amazon Elastic Container Service ( Amazon ECS ) event logs and OpenTelemetry (OTel) metadata. Snapshot management By default, OpenSearch Service takes hourly snapshots of your data with a retention time of 14 days. in OpenSearch Service).

Snapshot 96

Snapshot Dashboards Visualization Metrics 96

AWS Big Data

JULY 3, 2023

With scalable metadata indexing, Apache Iceberg is able to deliver performant queries to a variety of engines such as Spark and Athena by reducing planning time. To avoid look-ahead bias in backtesting, it’s essential to create snapshots of the data at different points in time. Tag this data to preserve a snapshot of it.

Snapshot 86

Snapshot Data Lake Testing Strategy 86

Cloudera

DECEMBER 15, 2022

For example, Modak Nabu is helping their enterprise customers accelerate data ingestion, curation, and consumption at petabyte scale. Only metadata will be regenerated. Newly generated metadata will then point to source data files as illustrated in the diagram below. . Metadata management . ORC open file format support.

Metadata 78

Metadata Data Warehouse Snapshot Data Quality 78

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

IBM Big Data Hub

JULY 6, 2022

starts at the data source, collecting data pipeline metadata across key solutions in the modern data stack like Airflow, dbt, Databricks and many more. Moreover, mean time to repair (MTTR) is also improved as contextual metadata helps data engineers focus on the source of the problem, rather than debugging where the problem stems from.

Metadata 56

Metadata Data Quality Snapshot Cost-Benefit 56

DataKitchen

AUGUST 8, 2023

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. Most Data Observability tools support only modern data stacks, limiting their application in large enterprise environments.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

Cloudera

MARCH 23, 2022

In fact, we recently announced the integration with our cloud ecosystem bringing the benefits of Iceberg to enterprises as they make their journey to the public cloud, and as they adopt more converged architectures like the Lakehouse. 4: Enterprise grade. 3: Open Performance.

Metadata 90

Metadata Data Architecture Machine Learning Cost-Benefit 90

Octopai

JANUARY 21, 2020

How much time has your BI team wasted on finding data and creating metadata management reports? BI groups spend more than 50% of their time and effort manually searching for metadata. It’s a snapshot of data at a specific point in time, at the end of a day, week, month or year. Why is Data Lineage Key to Your Enterprise?

OLAP 56

OLAP Metadata Online Analytical Processing Data Quality 56

Alation

AUGUST 26, 2021

It includes intelligence about data, or metadata. For years, analysts in enterprises had struggled to find the data they needed to build reports. The earliest DI use cases leveraged metadata — EG, popularity rankings reflecting the most used data — to surface assets most useful to others. Again, metadata is key.

Metadata 64

Metadata Data Governance Dashboards Software 64

Cloudera

OCTOBER 11, 2022

As Julian and Bret say above, a scaled AI solution needs to be fed new data as a pipeline, not just a snapshot of data and we have to figure out a way to get the right data collected and implemented in a way that is not so onerous. They all should work on shared data of any type – with common metadata management – ideally open.

Snapshot 92

Snapshot Data Science Digital Transformation Metadata 92

Cloudera

SEPTEMBER 1, 2020

See the snapshot below. HDFS also provides snapshotting, inter-cluster replication, and disaster recovery. . Coordinates distribution of data and metadata, also known as shards. The solr.hdfs.home of the hdfs backup repository must be set to the bucket we want to place the snapshots. data best served through Apache Solr).

Snapshot 68

Snapshot Unstructured Data Dashboards Interactive 68

AWS Big Data

SEPTEMBER 13, 2023

The File Manager Lambda function consumes those messages, parses the metadata, and inserts the metadata to the DynamoDB table odpf_file_tracker. Current snapshot – This table in the data lake stores latest versioned records (upserts) with the ability to use Hudi time travel for historical updates.

Data Lake 93

Data Lake Data Processing Metadata Snapshot 93

AWS Big Data

JANUARY 27, 2023

To build a data-driven business, it is important to democratize enterprise data assets in a data catalog. The AWS Glue Data Catalog provides a uniform repository where disparate systems can store and find metadata to keep track of data in data silos. For metadata read/write, Flink has the catalog interface.

Data Lake 63

Data Lake Metadata Business Analysis Data-driven 63

Cloudera

AUGUST 26, 2021

Ozone natively provides Amazon S3 and Hadoop Filesystem compatible endpoints in addition to its own native object store API endpoint and is designed to work seamlessly with enterprise scale data warehousing, machine learning and streaming workloads. Learn more about the impacts of global data sharing in this blog, The Ethics of Data Exchange.

Data Science 111

Data Science Forecasting Metadata Machine Learning 111

AWS Big Data

NOVEMBER 6, 2023

You can see the time each task spends idling while waiting for the Redshift cluster to be created, snapshotted, and paused. Airflow will cache variables and connections locally so that they can be accessed faster during DAG parsing, without having to fetch them from the secrets backend, environments variables, or metadata database.

Metrics 105

Metrics Metadata Snapshot Management 105

AWS Big Data

JANUARY 8, 2024

Stream Processing – An application created with Amazon Managed Service for Apache Flink can read the records from the data stream to detect and clean any errors in the time series data and enrich the data with specific metadata to optimize operational analytics. Brittany Ly is a Solutions Architect at AWS.

Analytics 115

Analytics IoT Data-driven Snapshot 115

AWS Big Data

MARCH 10, 2023

Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. The transformed zone is an enterprise-wide zone to host cleaned and transformed data in order to serve multiple teams and use cases. Additionally, you can query in Athena based on the version ID of a snapshot in Iceberg.

Data Lake 105

Data Lake Sales Data Warehouse Snapshot 105

AWS Big Data

JANUARY 17, 2024

Many large enterprise companies seek to use their transactional data lake to gain insights and improve decision-making. 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. The following are some highlighted steps: Run a snapshot query. %%sql

Data Lake 96

Data Lake Snapshot Big Data Data-driven 96

Alation

JULY 28, 2022

As enterprises migrate to the cloud, two key questions emerge: What’s driving this change? There are tools to replicate and snapshot data, plus tools to scale and improve performance.” You really need to understand the metadata and data definitions around different data sets,” Kirsch says. Subscribe to Alation's Blog.

Data Warehouse 69

Data Warehouse Cost-Benefit Data Governance Data-driven 69

Cloudera

MAY 22, 2018

Cloudera Data Science Workbench (CDSW) makes secure, collaborative data science at scale a reality for the enterprise and accelerates the delivery of new data products. With Experiments, data scientists can run a batch job that will: create a snapshot of model code, dependencies, and configuration parameters necessary to train the model.

Data Science 41

Data Science Snapshot Machine Learning Metadata 41

AWS Big Data

MARCH 25, 2024

The result is made available to the application by querying the latest snapshot. The snapshot constantly updates through stream processing; therefore, the up-to-date data is provided in the context of a user prompt to the model. This allows the model to adapt to the latest changes in price and availability.

Data Lake 92

Data Lake Unstructured Data Management Modeling 92

AWS Big Data

NOVEMBER 29, 2023

We have seen a strong customer demand to expand its scope to cloud-based data lakes because data lakes are increasingly the enterprise solution for large-scale data initiatives due to their power and capabilities.

Data Lake 105

Data Lake Management Metrics Data Warehouse 105