AWS Big Data

DECEMBER 4, 2024

Open table formats are emerging in the rapidly evolving domain of big data management, fundamentally altering the landscape of data storage and analysis. The adoption of open table formats is a crucial consideration for organizations looking to optimize their data management practices and extract maximum value from their data.

Snapshot 84

Snapshot Metadata Data Lake Optimization 84

AWS Big Data

DECEMBER 9, 2024

Given the importance of data in the world today, organizations face the dual challenges of managing large-scale, continuously incoming data while vetting its quality and reliability. AWS Glue is a serverless data integration service that you can use to effectively monitor and manage data quality through AWS Glue Data Quality.

Data Quality 124

Data Quality Publishing Snapshot Data Lake 124

AWS Big Data

MAY 23, 2024

For existing users of Amazon Managed Service for Apache Flink who are excited about the recent announcement of support for Apache Flink runtime version 1.18, you can now statefully migrate your existing applications that use older versions of Apache Flink to a more recent version, including Apache Flink version 1.18.

Snapshot 113

Snapshot Management Testing Metrics 113

AWS Big Data

DECEMBER 12, 2024

The architecture uses AWS serverless computing and managed services, including Step Functions, Lambda, and EventBridge, providing a highly flexible and scalable design. By using Amazon Neptune, this solution provides comprehensive end-to-end lineage analysis.

Snapshot 94

Snapshot Recreation/Entertainment Experimentation Data Lake 94

AWS Big Data

OCTOBER 18, 2023

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. We recommend you use Secrets Manager for storing Amazon Redshift user credentials because it allows you to configure safer secret rotation, customize fine-grained access control, and audit and monitor secrets centrally.

Snapshot 112

Snapshot Management Data Warehouse Dashboards 112

AWS Big Data

SEPTEMBER 12, 2024

The AWS Glue Data Catalog now enhances managed table optimization of Apache Iceberg tables by automatically removing data files that are no longer needed. Iceberg creates a new version called a snapshot for every change to the data in the table. Iceberg creates a new version called a snapshot for every change to the data in the table.

Optimization 128

Optimization Snapshot Metadata Metrics 128

datapine

MAY 20, 2020

To ensure that your customer-facing communications and efforts are constantly improving and evolving, investing in customer relationship management (CRM) is vital. A CRM report, or CRM reporting, is the presentational aspect of customer relationship management. Work through your narrative.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Smart Data Collective

OCTOBER 19, 2022

One of the problems companies face is trying to setup a database that will be able to handle the large quantity of data that they need to manage. There are a number of solutions that can help companies manage their databases. They don’t even necessarily need to understand NoSQL to manage their databases.

Big Data 132

Big Data Management Recreation/Entertainment Cost-Benefit 132

AWS Big Data

MARCH 11, 2024

When running Apache Flink applications on Amazon Managed Service for Apache Flink , you have the unique benefit of taking advantage of its serverless nature. With Managed Service for Apache Flink, you can add and remove compute with the click of a button. The third cost component is durable application backups, or snapshots.

Management 124

Management Snapshot Metrics Cost-Benefit 124

AWS Big Data

SEPTEMBER 14, 2023

Unaligned checkpoints help, under specific conditions, to reduce checkpointing time for applications suffering temporary backpressure, and can be now enabled in Amazon Managed Service for Apache Flink applications running Apache Flink 1.15.2 When barriers from all upstream partitions have arrived, the sub-task takes a snapshot of its state.

Snapshot 105

Snapshot Broadcasting Optimization Management 105

Corinium

MAY 20, 2020

Our Benchmark Snapshot summarizes how recent events have affected customer experience in the recent months. Most teams responding to customers are now in a work from home environment, putting additional strain on their ability to respond to customers effectively. For many of us, that means learning and adjusting as we go.

Snapshot 195

Snapshot Uncertainty Reporting Marketing 195

AWS Big Data

AUGUST 14, 2024

To mitigate this, Amazon Managed Service for Apache Flink has built a new layer of resilience by allowing customers to opt for the system-rollback feature that will seamlessly revert the application to a previous running version, thereby improving application stability and high availability.

Management 104

Management Snapshot Testing Dashboards 104

AWS Big Data

JULY 29, 2024

Monitoring and tracking issues in the data management lifecycle are essential for achieving operational excellence in data lakes. This is where Apache Iceberg comes into play, offering a new approach to data lake management. It enables users to track changes over time and manage version history effectively.

Metadata 126

Metadata Snapshot Data Lake Metrics 126

Corinium

JULY 19, 2020

Even though it’s generally understood that experience management programs help businesses to be more efficient, profitable, and higher performing, customer experience (CX) professionals are consistently challenged to prove the economic impact of their programs. Download here.

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Snapshot Measurement ROI Testing 195

AWS Big Data

SEPTEMBER 14, 2023

Amazon Managed Service for Apache Flink , formerly known as Amazon Kinesis Data Analytics, is the AWS service offering fully managed Apache Flink. Buffer debloating and unaligned checkpoints can be enabled on Amazon Managed Service for Apache Flink version 1.15. The application is coordinated by a job manager.

Optimization 104

Optimization Snapshot Management Broadcasting 104

Cloudera

JULY 13, 2022

In this article we discuss the various methods to replicate HBase data and explore why Replication Manager is the best choice for the job with the help of a use case. Cloudera Replication Manager is a key Cloudera Data Platform (CDP) service, designed to copy and migrate data between environments and infrastructures across hybrid clouds.

Snapshot 91

Snapshot Management Cost-Benefit Metadata 91

Smart Data Collective

JULY 27, 2021

Customer relationship management (CRM) platforms are very reliant on big data. Complex Salesforce orgs can work just fine if they are properly managed. Metazoa is the company behind the Salesforce ecosystem’s top software toolset for org management, Metazoa Snapshot. Tools like Metazoa Snapshot make it painless, however.

Big Data 137

Big Data Snapshot IT Dashboards 137

datapine

JUNE 23, 2020

This powerful CFO dashboard example allows you to connect another dashboard within its framework with ease while integrating additional insights, including market indicators, consumer analysis, investor relations, monetary management, and more.

Dashboards 298

Dashboards Reporting KPI Metrics 298

AWS Big Data

MARCH 27, 2023

Amazon Redshift Serverless makes it simple to run and scale analytics without having to manage your data warehouse infrastructure. You can define your own key and value for your resource tag, so that you can easily manage and filter your resources. Tags allows you to assign metadata to your AWS resources. Create cost reports.

Data Warehouse 98

Data Warehouse Management Snapshot Data Lake 98

AWS Big Data

APRIL 17, 2024

Designing for high throughput with 11 9s of durability OpenSearch Service manages tens of thousands of OpenSearch clusters. 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.

Optimization 128

Optimization Snapshot Metadata Cost-Benefit 128

datapine

MARCH 27, 2019

By managing customer data the right way, you stand to reap incredible rewards. This consumer-centric information, if well-managed, can form the building block of a business’s long-term success. Customer data management is the key to sustainable commercial success. What Is Customer Data Management (CDM)?

Management 129

Management Data-driven Dashboards Visualization 129

AWS Big Data

DECEMBER 9, 2024

History management in data systems is fundamental for compliance, business intelligence, data quality, and time-based analysis. When combined with Change Data Capture (CDC), which identifies and captures database changes, history management becomes even more potent. Lets explore this concept with a practical example.

Snapshot 64

Snapshot Data Warehouse Data Lake Data Quality 64

AWS Big Data

MARCH 18, 2024

Amazon Managed Service for Apache Flink , which offers a fully managed, serverless experience in running Apache Flink applications, now supports Apache Flink 1.18.1 , the latest version of Apache Flink at the time of writing. and supported in Amazon Managed Service for Apache Flink. The dependency for Apache Flink 1.18

Management 122

Management Snapshot Broadcasting Optimization 122

AWS Big Data

MARCH 4, 2024

Apache Iceberg manages these schema changes in a backward-compatible way through its innovative metadata table evolution architecture. Due to the security requirements of different organizations, they need to manage fine-grained access control for the analysts through Lake Formation. Iceberg creates snapshots for the table contents.

Snapshot 132

Snapshot Data Lake Metadata Recreation/Entertainment 132

Sisense

JANUARY 6, 2020

Best practice blends the application of advanced data models with the experience, intuition and knowledge of sales management, to deeply understand the sales pipeline. This process helps sales managers manage and invest in their team and anticipate opportunities that lead to exceeding revenue goals. Sales data can get messy.

Sales 91

Sales Forecasting Snapshot Management 91

AWS Big Data

JULY 8, 2024

Amazon Managed Service for Apache Flink offers a fully managed, serverless experience in running Apache Flink applications and now supports Apache Flink 1.19.1 , the latest stable version of Apache Flink at the time of writing. Managed Service for Apache Flink currently uses the Python 3.11 support Python 3.11 Python 3.11

Management 115

Management Snapshot Dashboards Consulting 115

O'Reilly on Data

OCTOBER 19, 2021

Since software engineers manage to build ordinary software without experiencing as much pain as their counterparts in the ML department, it begs the question: should we just start treating ML projects as software engineering projects as usual, maybe educating ML practitioners about the existing best practices? Orchestration. Versioning.

IT 364

IT Testing Experimentation Software 364

AWS Big Data

OCTOBER 11, 2023

Organizations with legacy, on-premises, near-real-time analytics solutions typically rely on self-managed relational databases as their data store for analytics workloads. We introduce you to Amazon Managed Service for Apache Flink Studio and get started querying streaming data interactively using Amazon Kinesis Data Streams.

Management 130

Management Metadata Analytics Dashboards 130

datapine

AUGUST 21, 2019

All else being equal, a shorter sales cycle is better, and so this graph’s ability to compare your different sales managers/representatives closing rates can show you who your top performers are. Just make sure to see the size of the deals your managers are closing, and keep track of the CLV of those customers. click to enlarge**.

Sales 235

Sales Dashboards Visualization KPI 235

Smarten

APRIL 12, 2023

Smarten announces the launch of SnapShot Anomaly Monitoring Alerts for Smarten Augmented Analytics. SnapShot Monitoring provides powerful data analytical features that reveal trends and anomalies and allow the enterprise to map targets and adapt to changing markets with clear, prescribed actions for continuous improvement.

Snapshot 52

Snapshot Key Performance Indicator KPI Business Intelligence 52

AWS Big Data

APRIL 3, 2024

Iceberg tables maintain metadata to abstract large collections of files, providing data management features including time travel, rollback, data compaction, and full schema evolution, reducing management overhead. Snowflake integrates with AWS Glue Data Catalog to retrieve the snapshot location.

Data Lake 122

Data Lake Snapshot Metadata Data Architecture 122

AWS Big Data

SEPTEMBER 9, 2024

In this post, we demonstrate how you can publish an enriched real-time data feed on AWS using Amazon Managed Streaming for Kafka (Amazon MSK) and Amazon Managed Service for Apache Flink. Amazon MSK is a fully managed service that makes it easy for you to build and run applications on AWS that use Kafka to process streaming data.

Publishing 104

Publishing Management Snapshot Dashboards 104

AWS Big Data

JANUARY 10, 2024

Amazon Managed Service for Apache Flink is a fully managed service that reduces the complexity of building and managing Apache Flink applications. Amazon Managed Service for Apache Flink manages the underlying Apache Flink components that provide durable application state, metrics, logs, and more.

Metrics 116

Metrics Management Snapshot IT 116

AWS Big Data

DECEMBER 4, 2024

Zero-ETL is a set of fully managed integrations by AWS that minimizes the need to build ETL data pipelines. We take care of the ETL for you by automating the creation and management of data replication. Zero-ETL provides service-managed replication. Glue ETL offers customer-managed data ingestion. What is zero-ETL?

Data Integration 112

Data Integration Data Lake Statistics Data-driven 112

AWS Big Data

JANUARY 24, 2024

These formats enable ACID (atomicity, consistency, isolation, durability) transactions, upserts, and deletes, and advanced features such as time travel and snapshots that were previously only available in data warehouses. For more information, refer to Amazon S3: Allows read and write access to objects in an S3 Bucket.

Snapshot 126

Snapshot Data Lake Metadata Optimization 126

datapine

APRIL 2, 2020

Key performance provides a panoramic snapshot of your business’s essential activities. Management KPI dashboard. . When it comes to swift and informed senior decision-making, management KPIs are invaluable. Your Chance: Want to test a professional KPI tracking software for free? We offer a 14 day free trial. click to enlarge**.

KPI 195

KPI Key Performance Indicator Software Dashboards 195

AWS Big Data

JUNE 27, 2024

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. With built-in features such as automated snapshots and cross-Region replication, you can enhance your disaster resilience with Amazon Redshift. Using backups Backing up data is an important part of data management.

Snapshot 92

Snapshot Data Warehouse Data Processing Strategy 92