AWS Big Data

MAY 23, 2024

Some things to keep in mind: Stateful downgrades are not compatible and will not be accepted due to snapshot incompatibility. Validation of the state snapshot compatibility happens when the application attempts to start in the new runtime version. You don’t need to create a new application in order to upgrade in-place.

Snapshot 86

Snapshot Management Testing Consulting 86

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. What is technical debt anyway?

Big Data 131

Big Data Snapshot IT Dashboards 131

IBM Big Data Hub

APRIL 25, 2024

When a system reports a potential problem, it transmits essential technical detail including extended error information, such as error logs and system snapshots. Even when topics come up that the virtual assistants can’t solve on its own, automation can easily connect clients with a live agent who can help.

IT 69

IT Interactive Snapshot Enterprise 69

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. It will pre-populate the properties as shown in the following screenshot.

Snapshot 103

Snapshot Data Lake Metadata Optimization 103

AWS Big Data

MAY 15, 2024

You can use this solution regularly as part of your cost-optimization efforts to safely remove unused EIPs to reduce your costs. To gather EIP usage reporting, this solution compares snapshots of the current EIPs, focusing on their most recent attachment within a customizable 3-month period. Wait for the stack to be created.

Snapshot 85

Snapshot Optimization Data Lake Reporting 85

Cloudera

NOVEMBER 13, 2020

Impala Optimizations for Small Queries. We’ll discuss the various phases Impala takes a query through and how small query optimizations are incorporated into the design of each phase. Query optimization in databases is a long standing area of research, with much emphasis on finding near optimal query plans.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

AWS Big Data

MARCH 11, 2024

This means that cost-optimization exercises can happen at any time—they no longer need to happen in the planning phase. These scalable properties of Apache Flink can be key to optimizing your cost in the cloud. The third cost component is durable application backups, or snapshots. per GB per month.

Management 99

Management Snapshot Metrics Cost-Benefit 99

AWS Big Data

FEBRUARY 1, 2023

To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake. This post shows you how we migrated to a serverless data lake built on AWS that consumes data automatically from multiple sources and different formats.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

Cloudera

FEBRUARY 8, 2024

Queries containing joins, filters, projections, group-by, or aggregations without group-by can be transparently rewritten by the Hive optimizer to use one or more eligible materialized views. Subsequently, these snapshot IDs are used to determine the delta changes that should be applied to the materialized view rows.

Snapshot 90

Snapshot Metadata Cost-Benefit Data Warehouse 90

IBM Big Data Hub

APRIL 8, 2024

Answer : Along with standard RDS features, Amazon RDS for Db2 supports key Db2 features, such as row and column organized tables for mixed and analytic workloads, the Adaptive Workload Optimizer to for better resource management, and rules-based access controls for advanced data protection.   Scalability 5.

Snapshot 70

Snapshot Data Warehouse Data Processing Management 70

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. Expiration actions – These actions define when objects expire. Amazon S3 deletes expired objects on your behalf. availability.

Data Lake 87

Data Lake Snapshot Metadata Optimization 87

AWS Big Data

NOVEMBER 17, 2023

In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift. In an optimal environment, we store the credentials in AWS Secrets Manager and retrieve them. Snapshots – These implements type-2 slowly changing dimensions (SCDs) over mutable source tables.

Snapshot 93

Snapshot Data Processing Testing Data Warehouse 93

Cloudera

NOVEMBER 12, 2021

During the development of Operational Database and Replication Manager, I kept telling folks across the team it has to be “so simple that a 10 year old can demo it”. No one took me seriously… until that moment during an internal sales kick-off meeting. . “so so simple that a 10 year old can demo it”. How hard is it for engineering to build?

Software 96

Software Enterprise Snapshot IT 96

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. During queries the query engines scan both the data files and delete files belonging to the same snapshot and merge them together (i.e. eliminating the deleted rows from the output).

Data Warehouse 81

Data Warehouse Snapshot Metadata Cost-Benefit 81

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

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. This was a challenge because data lakes are based on files and have been optimized for appending data. However, this requires knowledge of a table’s current snapshots.

Data Lake 76

Data Lake Snapshot Optimization Data Transformation 76

AWS Big Data

JULY 3, 2023

This helps traders determine the potential profitability of a strategy and identify any risks associated with it, enabling them to optimize it for better performance. To avoid look-ahead bias in backtesting, it’s essential to create snapshots of the data at different points in time.

Snapshot 86

Snapshot Data Lake Testing Strategy 86

CDW Research Hub

FEBRUARY 7, 2020

Continuous data protection: Snapshot-style solutions leave gaps in operational efficiencies and data protection. Why is 2020 expected to be the Year of IT Resilience? Because today more than ever, organizations large and small are demanding: Decreased downtime: How does one address the exponential costs associated with downtime?

IT 52

IT Snapshot Finance Strategy 52

AWS Big Data

NOVEMBER 22, 2023

Hudi provides tables , transactions , efficient upserts and deletes , advanced indexes , streaming ingestion services , data clustering and compaction optimizations, and concurrency control , all while keeping your data in open source file formats. Read optimized queries – For MoR tables, queries see the latest data compacted.

Data Lake 95

Data Lake Snapshot Metadata Optimization 95

AWS Big Data

JULY 20, 2023

The Orca Platform is powered by a state-of-the-art anomaly detection system that uses cutting-edge ML algorithms and big data capabilities to detect potential security threats and alert customers in real time, ensuring maximum security for their cloud environment. Why did Orca build a data lake? Why did Orca choose Apache Iceberg?

Data Lake 90

Data Lake Analytics Snapshot Optimization 90

AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift delivers on that needed performance through a number of mechanisms such as caching, automated data model optimization, and automated query rewrites. Amazon Redshift delivers on that needed performance through a number of mechanisms such as caching, automated data model optimization, and automated query rewrites.

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

AWS Big Data

AUGUST 23, 2023

OpenSearch Serverless optimizes resource use depending on the type you set. Since its release in January 2021, the OpenSearch project has released 14 versions through June 2023. Amazon OpenSearch Service supports the latest versions of OpenSearch up to version 2.7. When you create a serverless collection, you set a collection type.

Snapshot 96

Snapshot Dashboards Visualization Metrics 96

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. CRM software will help you do just that. Take our CRM dashboard example: **click to enlarge**. Primary KPIs: Lead Response Time. Follow-Up Contact Rate.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Cloudera

FEBRUARY 22, 2022

By optimizing the various CDP Data Services, including CDW, CDE, and Cloudera Machine Learning (CML) with Iceberg, Cloudera customers can define and manipulate datasets with SQL commands, build complex data pipelines using features like Time Travel operations, and deploy machine learning models built from Iceberg tables. Key Design Goals .

Snapshot 107

Snapshot Metadata Cost-Benefit Data Architecture 107

Cloudera

JULY 14, 2023

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. As of this writing, the “__BACKUP__” suffix is hardcoded.

Snapshot 70

Snapshot Metadata Data Warehouse Testing 70

datapine

JUNE 23, 2020

By including this cohesive mix of visual information, every CFO, regardless of sector, can gain a clear snapshot of the company’s fiscal performance within the first quarter of the year. A CFO dashboard tool provides a panoramic view of all of the information an ambitious modern CFO needs to perform their job to the best of their abilities.

Dashboards 298

Dashboards Reporting KPI Metrics 298

CIO Business Intelligence

AUGUST 24, 2022

The best practice that is catching on is the use of a guaranteed immutable snapshot dataset with a guaranteed recovery time of one minute or less. Enterprises and service providers need assurance that they will recover and restore their data at near-instantaneous speed in the wake of a cyberattack.

Enterprise 95

Enterprise Snapshot Optimization Strategy 95

CIO Business Intelligence

MARCH 28, 2023

And this snapshot aligns with a far bigger trend we’re noticing across industries—business leaders need expert partners (both from within their IT teams and from vendors like HPE Aruba Networking) to help them leverage their network to produce innovative business outcomes, aligned to their specific, strategic digital transformation goals.

Digital Transformation 112

Digital Transformation Snapshot Enterprise Optimization 112

AWS Big Data

MARCH 2, 2023

Whenever there is an update to the Iceberg table, a new snapshot of the table is created, and the metadata pointer points to the current table metadata file. At the top of the hierarchy is the metadata file, which stores information about the table’s schema, partition information, and snapshots.

Data Lake 120

Data Lake Data Processing Metadata Snapshot 120

AWS Big Data

JUNE 9, 2023

Despite these capabilities, data lakes are not databases, and object storage does not provide support for ACID processing semantics, which you may require to effectively optimize and manage your data at scale across hundreds or thousands of users using a multitude of different technologies.

Data Lake 115

Data Lake Metadata Optimization Statistics 115

IBM Big Data Hub

SEPTEMBER 25, 2023

With a few taps on a mobile device, riders request a ride; then, Uber’s algorithms work to match them with the nearest available driver and calculate the optimal price. This allowed them to focus on SQL-based query optimization to the nth degree. But the simplicity ends there. What is Presto?

OLAP 88

OLAP Data Lake Data-driven Snapshot 88

DataKitchen

AUGUST 8, 2023

In the article, Melody Chien notes that Data Observability is a practice that extends beyond traditional monitoring and detection, providing robust, integrated visibility over data and data landscapes. It alerts data and analytics leaders to issues with their data before they multiply. It is more powerful than simple detection and monitoring.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

Smarten

MAY 2, 2023

Discover the power of Smarten SnapShot Anomaly Monitoring And Alerts , and Augmented Analytics Products. How can you keep your finger on the pulse of the business and ensure that you are aware of the issues that arise, the trends that are developing and the things that really need your attention? It may involve increased risk, or harm.

Key Performance Indicator 52

Key Performance Indicator Snapshot Measurement Risk 52

Cloudera

MARCH 5, 2024

The latest generation of our platform includes Ozone features like improved replication, improved quotas for volumes, buckets to facilitate cloud-native architectures, and snapshots, which are also now able to support data storage at the bucket and volume levels. are in the early stages of exploring the potential for AI implementation.

Snapshot 87

Snapshot Data Lake Enterprise Data Governance 87

IBM Big Data Hub

JUNE 7, 2023

A management platform like IBM Storage Defender with a single pane of glass optimized for personas based on their specific roles (e.g., Cybercriminals keep trying to find their way into an organization one way or another, and early detection and timely response are more critical now than ever.

Snapshot 78

Snapshot Metadata Enterprise Testing 78

The Unofficial Google Data Science Blog

JULY 17, 2018

Example: Recrawl Logic within Google search Google search works because our software has previously crawled many billions of web pages, that is, scraped and snapshotted each one. These snapshots comprise what we refer to as our search index. Whenever a snapshot’s contents match its real-world counterpart, we call that snapshot ‘fresh.’

Data Science 85

Data Science Snapshot Data Processing Optimization 85

datapine

FEBRUARY 14, 2021

That’s why it’s critical to monitor and optimize relevant supply chain metrics. While there are numerous KPI examples you can select for your assessment and optimization, we have focused on a list that will enable you to identify potential bottlenecks and ensure sustainable development. ” – Wael Safwat, SCMAO.

Metrics 260

Metrics KPI Dashboards Sales 260