AWS Big Data

JANUARY 8, 2024

In this post, we will review the common architectural patterns of two use cases: Time Series Data Analysis and Event Driven Microservices. The streaming records are read in the order they are produced, allowing for real-time analytics, building event-driven applications or streaming ETL (extract, transform, and load).

Analytics 116

Analytics IoT Data-driven Snapshot 116

Cloudera

JULY 14, 2023

In all the use cases we are trying to migrate a table named “events.” 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 69

Snapshot Metadata Data Warehouse Testing 69

AWS Big Data

MARCH 25, 2024

For example, in a chatbot, data events could pertain to an inventory of flights and hotels or price changes that are constantly ingested to a streaming storage engine. Furthermore, data events are filtered, enriched, and transformed to a consumable format using a stream processor.

Data Lake 94

Data Lake Unstructured Data Management Modeling 94

AWS Big Data

MARCH 18, 2024

Apache Flink is an open source distributed processing engine, offering powerful programming interfaces for both stream and batch processing, with first-class support for stateful processing and event time semantics. Handling data skew Apache Flink uses watermarks to support event-time semantics.

Management 104

Management Snapshot Broadcasting Optimization 104

AWS Big Data

DECEMBER 13, 2023

Apache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications. Debezium MySQL source Kafka Connector reads these change events and emits them to the Kafka topics in Amazon MSK.

Data Warehouse 102

Data Warehouse Snapshot Data Processing Management 102

AWS Big Data

OCTOBER 18, 2023

in Amazon OpenSearch Service , we introduced Snapshot Management , which automates the process of taking snapshots of your domain. Snapshot Management helps you create point-in-time backups of your domain using OpenSearch Dashboards, including both data and configuration settings (for visualizations and dashboards).

Snapshot 85

Snapshot Management Dashboards Data Processing 85

AWS Big Data

JUNE 5, 2023

In the event of an upgrade failure, Amazon MWAA is designed to roll back to the previous stable version using the associated metadata database snapshot. During an upgrade, Amazon MWAA first creates a snapshot of the existing environment’s metadata database, which then serves as the basis for a new database.

Snapshot 78

Snapshot Metadata Testing Data-driven 78

AWS Big Data

NOVEMBER 16, 2023

When a usage limit threshold is reached, events are also logged to a system table. Automated backup Amazon Redshift automatically takes incremental snapshots that track changes to the data warehouse since the previous automated snapshot. Manual snapshots can be kept indefinitely at standard Amazon S3 rates.

Enterprise 87

Enterprise Data Warehouse Snapshot Cost-Benefit 87

IBM Big Data Hub

FEBRUARY 15, 2024

Logs Logs include discrete events recorded every time something occurs in the system, such as status or error messages, or transaction details. Kubernetes tends to capture data “snapshots,” or information captured at a specific point in the lifecycle. Kubernetes logs can be written in both structured and unstructured text.

Metrics 69

Metrics Key Performance Indicator Snapshot KPI 69

CIO Business Intelligence

FEBRUARY 20, 2024

it’s critical to remember that it is only a snapshot at that moment of evaluation. Scalability in the event of widespread emergency Many enterprise IT executives see the cloud as delivering near-infinite scalability — something that is not mathematically true. That’s where the contract comes into play. Levine says.

Risk 127

Risk Enterprise Strategy Snapshot 127

Smarten

MAY 2, 2023

For example: An Unanticipated Problem is, by definition, unexpected, and may or may not result in an adverse event. Discover the power of Smarten SnapShot Anomaly Monitoring And Alerts , and Augmented Analytics Products. It may involve increased risk, or harm.

Key Performance Indicator 52

Key Performance Indicator Snapshot Measurement Risk 52

Cloudera

SEPTEMBER 1, 2020

See the snapshot below. HDFS also provides snapshotting, inter-cluster replication, and disaster recovery. . It is also possible to use CDP Data Hub Data Flow for real-time events or log data coming in that you want to make searchable via Solr. data best served through Apache Solr). What does DDE entail? More specifically: HDFS.

Snapshot 66

Snapshot Unstructured Data Dashboards Interactive 66

Cloudera

NOVEMBER 15, 2022

Additionally, region split/merge operations and snapshot restore/clone operations create links or references to store files, which in the context of store file tracking require the same handling as store files. Snapshot cloning. New store files are also created by compactions and bulk loading. StoreFile Tracking operational utils.

Snapshot 75

Snapshot Cost-Benefit Reporting IT 75

Jet Global

NOVEMBER 16, 2020

As Kathryn Abate, Presales Director EMEA of Longview Products at insightsoftware, explained, by plotting the two extremes of an event, it’s possible to find a midpoint that gives you three views of a situation, including the most pragmatic position between those two outcomes.

Forecasting 98

Forecasting Snapshot Finance Recreation/Entertainment 98

AWS Big Data

JANUARY 10, 2024

If using a Kafka source, you can use records lag max for scaling events. If SnapshotsEnabled is set to true in ApplicationSnapshotConfiguration, Amazon Managed Service for Apache Flink will automatically pause the application, take a snapshot, and then restore the application with the updated configuration whenever it is updated or scaled.

Metrics 102

Metrics Management Snapshot IT 102

AWS Big Data

APRIL 17, 2024

This makes sure that in the event of a cluster-manager quorum loss, which is a common failure mode in non-dedicated cluster-manager setups, OpenSearch can reliably recover the last acknowledged metadata. In the event of an infrastructure failure, an OpenSearch domain can end up losing one or more nodes.

Optimization 117

Optimization Snapshot Metadata Cost-Benefit 117

AWS Big Data

APRIL 10, 2024

CREATE DATABASE aurora_pg_zetl FROM INTEGRATION ' ' DATABASE zeroetl_db; The integration is now complete, and an entire snapshot of the source will reflect as is in the destination. Outside of work, he enjoys travelling, outdoors and hiking, and attending to live music events. Ongoing changes will be synced in near real time.

Data Warehouse 96

Data Warehouse Analytics Metrics Snapshot 96

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. The trigger runs in a parent process called a triggerer , a service that runs an asyncio event loop. With the introduction of deferrable operators in Apache Airflow 2.2,

Metrics 107

Metrics Metadata Snapshot Management 107

bridgei2i

FEBRUARY 17, 2020

A snapshot that says it all! The highlight of our event, AI For Better Lives, saw Judges Chris Arnold, Prerna Tandon, and Sid Banerjee select feasible innovations focused on social causes. Here are some of the best BRIDGEi2i Highlights from 2019. Recognition for our “AI for Enterprises” work.

Contextual Data 52

Contextual Data Snapshot Consulting Sales 52

Jet Global

APRIL 20, 2020

There was always a delay between the events being recorded in financial systems (for example, the purchase of a product or service) and the ability to put that information in context and draw useful conclusions from it (for example, a weekly sales report). Such BI methodologies are built on a snapshot of what happened in the past.

Business Intelligence 78

Business Intelligence Finance Data Warehouse OLAP 78

Smart Data Collective

NOVEMBER 4, 2021

While cyber resilience is a company’s ability to deliver their services, operations, and despite possible cyber events, and their capability to maintain work with the system or data being compromised. Systematic pentesting might help identify some gaps in your cyber resilience program but ultimately, it’s just a snapshot of what is happening.

Strategy 119

Strategy Snapshot Risk IoT 119

Cloudera

MARCH 16, 2021

This is just a snapshot of an incredibly uplifting and empowering conversation. If you love the sound of this event but weren’t able to attend, Cloudera will be hosting another event entitled “Choose to Challenge: Smashing Glass Ceilings” on 19th March. For more details and to register please click here.

Snapshot 55

Snapshot Data Processing Software Reporting 55

AWS Big Data

FEBRUARY 9, 2023

With Amazon AppFlow, you can run data flows at enterprise scale at the frequency you choose—on a schedule, in response to a business event, or on demand. Event-driven – Amazon AppFlow can subscribe and listen to change data capture (CDC) events from the source SaaS application.

Data Warehouse 79

Data Warehouse Data-driven Snapshot Testing 79

CDW Research Hub

MARCH 26, 2019

The current protection policy takes a snapshot (backup) every 24 hours. With Cohesity, QCHI can leverage Amazon Web Services (AWS) integrations to send backups out to AWS as well as leverage AWS in the event of a disaster. In the event of a disaster, Cohesity will utilize the Cohesity CloudRetrieve and CloudSpin features.

Cost-Benefit 40

Cost-Benefit Snapshot Testing Interactive 40

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. Before that, you needed to navigate to the Observability plugin to create event analytics visualizations using Piped Processing Language (PPL).

Snapshot 95

Snapshot Dashboards Visualization Metrics 95

AWS Big Data

JANUARY 17, 2024

The following are some highlighted steps: Run a snapshot query. %%sql You also can use transactional data lake features such as running snapshot queries, incremental queries, time travel, and DML query. We are actively working on incorporating support for both actions in future Amazon EMR releases with FGAC enabled.

Data Lake 97

Data Lake Snapshot Big Data Data-driven 97

AWS Big Data

JULY 3, 2023

Iceberg tags – The Iceberg branching and tagging feature allows users to tag specific snapshots of their data tables with meaningful labels using SQL syntax or the Iceberg library, which correspond to specific events notable to internal investment teams. Tag this data to preserve a snapshot of it. Configure a Spark session.

Snapshot 87

Snapshot Data Lake Testing Strategy 87

CIO Business Intelligence

MARCH 28, 2024

The new capabilities, which include incremental feature additions to its Text Enhance offering and two new connectors for its analytics warehouse and point of sale (POS) offerings, were announced on Thursday at the company’s SuiteConnect event in New York. The company has not said when the updates to Text Enhance will become available.

Snapshot 103

Snapshot Sales Finance Enterprise 103

Smart Data Collective

JUNE 17, 2019

If they’re working on a product you have some interest in, or you’re looking to offer your talents or recruit some of theirs, you’ve got nothing to lose and everything to gain by reaching out beforehand and planning for some face time during the event. Of course, some of the best conversations are entirely unplanned, too.

Snapshot 71

Snapshot Data Science Big Data Marketing 71

Paul Blogs on BI

JULY 8, 2019

The demo concluded with publishing a PDF of combined Tableau dashboard and Webi report snapshots burst for each individual State going to that State’s regional director. So, as you clicked on each State in the Tableau dashboard, it would bring up detailed related Webi data in another component on the dashboard.

Dashboards 53

Dashboards Snapshot Business Intelligence Visualization 53

Domino Data Lab

JANUARY 11, 2021

Data Science works best with a high degree of data granularity when the data offers the closest possible representation of what happened during actual events – as in financial transactions, medical consultations or marketing campaign results. Integration Features.

Recreation/Entertainment 103

Recreation/Entertainment Data Science Data Warehouse Modeling 103

Timo Elliott

JANUARY 18, 2021

What you see here is a Power BI dashboard, and in this particular case, it’s a world view of the situation in terms of confirmed cases around the world, and you can drill in and you’ll see all the different countries in the world, and then you see a snapshot view on the right-hand side of what the case levels are around the world.

IT 71

IT Dashboards Digital Transformation Data-driven 71

AWS Big Data

FEBRUARY 12, 2024

In this use case, Gupshup is heavily relying on Amazon Redshift as their data warehouse to process billions of streaming events every month, performing intricate data-pipeline-like operations on such data and incrementally maintaining a hierarchy of aggregations on top of raw data.

Data Warehouse 104

Data Warehouse Analytics Snapshot Cost-Benefit 104

AWS Big Data

OCTOBER 11, 2023

This may require frequent truncation in certain tables to retain only the latest stream of events. Frequent materialized view refreshes on top of constantly changing base tables due to streamed data can lead to snapshot isolation errors. Agent states are reported in agent-state events.

Management 109

Management Metadata Analytics Dashboards 109

AWS Big Data

APRIL 27, 2023

Athena also supports the ability to create views and perform VACUUM (snapshot expiration) on Apache Iceberg tables to optimize storage and performance. We use a single table in that database that contains sporting events information and ingest it into an S3 data lake on a continuous basis (initial load and ongoing changes).

Data Lake 75

Data Lake Snapshot Optimization Data Transformation 75

AWS Big Data

JANUARY 24, 2023

The on-demand mode is a batch replication that takes a snapshot of the metadata at a specific point in time and uses it to synchronize the metadata. The on-demand mode of this utility is recommended for creating existing Lake Formation permissions and Data Catalogs because it replicates a snapshot of the metadata.

Data Architecture 68

Data Architecture Metadata Data Lake Snapshot 68

AWS Big Data

SEPTEMBER 13, 2023

The company wanted the ability to continue processing operational data in the secondary Region in the rare event of primary Region failure. As shown in the following diagram, it consists of an Amazon EventBridge event rule, an Amazon Simple Queue Service (Amazon SQS) queue, an AWS Lambda function, and a DynamoDB table.

Data Lake 94

Data Lake Data Processing Metadata Snapshot 94