AWS Big Data

JANUARY 9, 2025

Iceberg provides time travel and snapshotting capabilities out of the box to manage lookahead bias that could be embedded in the data (such as delayed data delivery). Icebergs time travel capability is driven by a concept called snapshots , which are recorded in metadata files.

Metadata 107

Metadata Snapshot Cost-Benefit Optimization 107

datapine

JUNE 23, 2020

CFO dashboards exist to enhance the strategic as well as the analytical efforts related to every financial aspect of your business. In essence, a CFO dashboard is the analytical nerve center for all of your most invaluable financial data. If a CFO KPI dashboard is the analytical framework, the reports are your analytical eyes.

Dashboards 298

Dashboards Reporting KPI Metrics 298

AWS Big Data

NOVEMBER 26, 2024

Initially, data warehouses were the go-to solution for structured data and analytical workloads but were limited by proprietary storage formats and their inability to handle unstructured data. In practice, OTFs are used in a broad range of analytical workloads, from business intelligence to machine learning.

Metadata 95

Metadata Data Lake Snapshot Data Warehouse 95

AWS Big Data

DECEMBER 12, 2024

One-time and complex queries are two common scenarios in enterprise data analytics. These complex queries typically involve data sources from multiple business systems, requiring multilevel nested SQL or associations with numerous tables for highly sophisticated analytical tasks.

Snapshot 79

Snapshot Recreation/Entertainment Experimentation Data Lake 79

datapine

APRIL 3, 2020

With robust real-time data analytics, you can spot trends and deal with any potential issues as they occur, nipping them in the bud before they spiral into more detrimental, time-consuming problems. Embrace the power of contact center reporting and call center analytics, and you will accelerate your business growth exponentially.

Dashboards 201

Dashboards Data-driven Reporting Analytics 201

AWS Big Data

JUNE 10, 2024

In this blog post, we dive into different data aspects and how Cloudinary breaks the two concerns of vendor locking and cost efficient data analytics by using Apache Iceberg, Amazon Simple Storage Service (Amazon S3 ), Amazon Athena , Amazon EMR , and AWS Glue. SparkActions.get().expireSnapshots(iceTable).expireOlderThan(TimeUnit.DAYS.toMillis(7)).execute()

Data Lake 122

Data Lake Metadata Snapshot Analytics 122

datapine

MAY 20, 2020

Additionally, CRM dashboard tools provide access to insights that offer a concise snapshot of your customer-driven performance and activities through a range of features and functionalities empowered by online data visualization tools. One thing is clear: data-driven dashboard analytics is the path to consumer-driven success.

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

SEPTEMBER 12, 2024

Iceberg creates a new version called a snapshot for every change to the data in the table. Iceberg has features like time travel and rollback that allow you to query data lake snapshots or roll back to previous versions. The Glue Data Catalog honors retention policies for Iceberg branches and tags referencing snapshots.

Optimization 115

Optimization Snapshot Metadata Metrics 115

AWS Big Data

APRIL 17, 2024

Today, customers widely use OpenSearch Service for operational analytics because of its ability to ingest high volumes of data while also providing rich and interactive analytics. As your operational analytics data velocity and volume of data grows, bottlenecks may emerge.

Optimization 125

Optimization Snapshot Metadata Cost-Benefit 125

Cloudera

MARCH 6, 2024

As we enter into a new month, the Cloudera team is getting ready to head off to the Gartner Data & Analytics Summit in Orlando, Florida for one of the most important events of the year for Chief Data Analytics Officers (CDAOs) and the field of data and analytics.

Data Analytics 109

Data Analytics Analytics Snapshot Data Processing 109

Juice Analytics

MARCH 1, 2021

It was once a fair assumption that a dashboard would be a static snapshot of data, lacking the ability for users to interact with the content. Our online experiences are entirely navigated through vertical scrolling. Scrolling acts as a form of guided gradual reveal. The power of dynamic interfaces.

Dashboards 132

Dashboards Analytics Interactive Snapshot 132

AWS Big Data

FEBRUARY 12, 2024

Objective Gupshup wanted to build a messaging analytics platform that provided: Build a platform to get detailed insights, data, and reports about WhatsApp/SMS campaigns and track the success of every text message sent by the end customers. Incremental analytics is the main reason for Gupshup to use Redshift.

Analytics 114

Analytics Data Warehouse Snapshot Cost-Benefit 114

AWS Big Data

JULY 29, 2024

This enables more informed decision-making and innovative insights through various analytics and machine learning applications. History and versioning : Iceberg’s versioning feature captures every change in table metadata as immutable snapshots, facilitating data integrity, historical views, and rollbacks.

Metadata 119

Metadata Snapshot Data Lake Metrics 119

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

Occam's Razor

APRIL 5, 2010

Take a snapshot of your customer database for the past 2 years and it may look like this: That is an average. For some of your campaigns this data might not be easily available in your web analytics tool (it is also quite likely you are doing all of this analysis in Excel). What did you find to be of most value in this post?

Analytics 136

Analytics Marketing Measurement Metrics 136

datapine

AUGUST 21, 2019

Number 6 on our list is a sales graph example that offers a detailed snapshot of sales conversion rates. A perfect example of how to present sales data, this profit-boosting sales chart offers a panoramic snapshot of your agents’ overall upselling and cross-selling efforts based on revenue and performance. 6) Sales Conversion.

Sales 235

Sales Dashboards Visualization KPI 235

AWS Big Data

MARCH 4, 2024

As enterprises collect increasing amounts of data from various sources, the structure and organization of that data often need to change over time to meet evolving analytical needs. For example, an ecommerce company may add new customer demographic attributes or order status flags to enrich analytics.

Snapshot 124

Snapshot Data Lake Metadata Recreation/Entertainment 124

Occam's Razor

JULY 15, 2014

It provides a brief snapshot of the entire business. Just imagine how useful it would be in a non-analytical environment like a museum. And I don't want you to think that the problem is that the above is a dashboard in a digital analytics tool and has just two graphs. digital performance. Comprehensive, yet not too much.

Dashboards 160

Dashboards Key Performance Indicator Snapshot Slice and Dice 160

AWS Big Data

JANUARY 8, 2024

It aims to provide a framework to create low-latency streaming applications on the AWS Cloud using Amazon Kinesis Data Streams and AWS purpose-built data analytics services. The collected data is available in milliseconds to allow real-time analytics use cases, such as real-time dashboards, real-time anomaly detection, and dynamic pricing.

Analytics 124

Analytics IoT Data-driven Snapshot 124

Cloudera

MARCH 2, 2023

Recently, we announced enhanced multi-function analytics support in Cloudera Data Platform (CDP) with Apache Iceberg. Iceberg is a high-performance open table format for huge analytic data sets. The Default Database is an optional field so we can leave it empty for now.

Snapshot 114

Snapshot Data Processing Metadata Data Processing 114

AWS Big Data

DECEMBER 9, 2024

product_id product_name price _change_type 00001 Heater 250 INSERT 00001 Heater 250 UPDATE_BEFORE 00001 Heater 500 UPDATE_AFTER This capability not only simplifies historical analysis but also opens possibilities for advanced time-based analytics, auditing, and data governance. Run the following query to implement SCD Type-2.

Snapshot 64

Snapshot Data Warehouse Data Lake Data Quality 64

AWS Big Data

OCTOBER 18, 2023

Today, tens of thousands of AWS customers—from Fortune 500 companies, startups, and everything in between—use Amazon Redshift to run mission-critical business intelligence (BI) dashboards, analyze real-time streaming data, and run predictive analytics.

Snapshot 98

Snapshot Management Data Warehouse Dashboards 98

Smart Data Collective

JUNE 24, 2022

As a business owner, you’ve heard about predictive analytics, and you know some people are excited about it, but you’re still not sure how it’s supposed to help. The following are some major benefits of predictive analytics for businesses big and small. Quicker Snapshots of the Future.

Predictive Analytics 94

Predictive Analytics Analytics Snapshot Cost-Benefit 94

Andrew White

JULY 23, 2019

Here is a snapshot from our growing new set of data and analytics case studies. D&A Strategy: Continuously Market-Tested Data & Analytics Strategy (UrbanShopping*) 710519. Analytics, BI and Data Science: Peer-Based Analytics Learning (ABB) 710371. Redefining Analysts as Decision Experts (Philips) 709554.

Analytics 73

Analytics Snapshot Machine Learning Data Quality 73

AWS Big Data

JANUARY 24, 2024

AWS-powered data lakes, supported by the unmatched availability of Amazon Simple Storage Service (Amazon S3), can handle the scale, agility, and flexibility required to combine different data and analytics approaches. It will never remove files that are still required by a non-expired snapshot.

Snapshot 115

Snapshot Data Lake Metadata Optimization 115

AWS Big Data

JUNE 27, 2024

With built-in features such as automated snapshots and cross-Region replication, you can enhance your disaster resilience with Amazon Redshift. Amazon Redshift supports two kinds of snapshots: automatic and manual, which can be used to recover data. Snapshots are point-in-time backups of the Redshift data warehouse.

Snapshot 81

Snapshot Data Warehouse Data Processing Strategy 81

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 94

Data Lake Analytics Snapshot Data Quality 94

AWS Big Data

AUGUST 9, 2024

Amazon Redshift is widely used for Dafiti’s data analytics, supporting approximately 100,000 daily queries from over 400 users across three countries. These queries include both extract, transform, and load (ETL) and extract, load, and transform (ELT) processes and one-time analytics. TB of data.

Data Lake 107

Data Lake Analytics Data Warehouse Data-driven 107

Cloudera

FEBRUARY 22, 2022

Over the past decade, the successful deployment of large scale data platforms at our customers has acted as a big data flywheel driving demand to bring in even more data, apply more sophisticated analytics, and on-board many new data practitioners from business analysts to data scientists. Key Design Goals .

Snapshot 110

Snapshot Metadata Cost-Benefit Data Architecture 110

AWS Big Data

MARCH 2, 2023

Apache Iceberg is an open table format for very large analytic datasets, which captures metadata information on the state of datasets as they evolve and change over time. Apache Iceberg integration is supported by AWS analytics services including Amazon EMR , Amazon Athena , and AWS Glue. The snapshot points to the manifest list.

Data Lake 128

Data Lake Data Processing Metadata Snapshot 128

datapine

APRIL 2, 2020

Key performance provides a panoramic snapshot of your business’s essential activities. The post Your Definitive Guide To KPI Tracking By Utilizing Modern Software & Tools appeared first on BI Blog | Data Visualization & Analytics Blog | datapine. Your Chance: Want to test a professional KPI tracking software for free?

KPI 195

KPI Key Performance Indicator Software Dashboards 195

datapine

JUNE 29, 2022

Usually, these reports are considered to be financial statements which include: a balance sheet: is a snapshot of a business at a specific time and shows the ending assets, liability, and equity balances as of the balance sheet date. The balance sheet is a snapshot of your business finances at a moment in time, showing assets and liabilities.

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

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. Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities.

Management 118

Management Metadata Analytics Dashboards 118

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 105

Snapshot Sales Finance Enterprise 105

DataKitchen

MAY 10, 2021

When analytics and dashboards are inaccurate, business leaders may not be able to solve problems and pursue opportunities. If you have been in the data profession for any length of time, you probably know what it means to face a mob of stakeholders who are angry about inaccurate or late analytics. Data errors impact decision-making.

Testing 214

Testing Manufacturing Data Quality Statistics 214

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

AWS Big Data

OCTOBER 2, 2024

Amazon Web Services (AWS) has enhanced our support for these formats across various analytics services, including Amazon Athena , Amazon EMR (Elastic MapReduce) , AWS Glue , and Amazon Redshift , with features that include automatic compaction support for Apache Iceberg , retention and snapshot expiration and orphan file deletion for Apache Iceberg (..)

Snapshot 121

Snapshot Metadata Big Data Analytics 121