O'Reilly on Data

JULY 18, 2023

That said, instructors considered these strategies short-term patches; the sudden appearance of ChatGPT at the end of 2022 meant that instructors needed to make adjustments before their courses started in 2023, which was when we interviewed them for our study. Sam Lau and Philip J.

Snapshot 189

Snapshot Strategy Modeling IT 189

Smarten

NOVEMBER 23, 2023

Smarten is pleased to announce that its Smarten Augmented Analytics solution is included as a Representative Vendor in the Market Guide for Augmented Analytics Published October 2, 2023 (ID G00780764). The Smarten Cloud Software-as-a-Service offering includes all of these features and is available for free evaluation.

Publishing 62

Publishing Marketing Analytics Predictive Modeling 62

AWS Big Data

MAY 24, 2023

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() We expire the old snapshots from the table and keep only the last two.

Data Lake 98

Data Lake Snapshot Metadata Optimization 98

CIO Business Intelligence

MARCH 28, 2023

And what a set of needs businesses are facing in 2023—from enabling more immersive omnichannel customer journeys to creating bespoke data-led experiences, innovating to secure new revenue streams, weaving sustainability into operations, and much, much more. But almost a third anticipate moderate transformation at best.

Digital Transformation 122

Digital Transformation Snapshot Enterprise Optimization 122

AWS Big Data

OCTOBER 3, 2023

An in-place migration can be performed in either of two ways: Using add_files : This procedure adds existing data files to an existing Iceberg table with a new snapshot that includes the files. Unlike migrate or snapshot, add_files can import files from a specific partition or partitions and doesn’t create a new Iceberg table.

Data Lake 122

Data Lake Metadata Snapshot Recreation/Entertainment 122

AWS Big Data

MARCH 20, 2023

In this tutorial, we assume that the files are updated with new records every day, and want to store only the latest record per the primary key ( ID and ELEMENT ) to make the latest snapshot data queryable. According to the preceding result, we were able to ingest the latest snapshot from all the 2022 data. Choose Jobs.

Visualization 98

Visualization Data Lake Snapshot Big Data 98

AWS Big Data

OCTOBER 3, 2023

To activate the automatic compaction process, add a new record to the existing Iceberg table using a Spark insert: spark.sql(""" Insert into dev.db.sensor_data_iceberg_format values(999123, 86, 'PASS', timestamp'2023-07-26 12:50:25') """) Navigate to the Amazon EMR console to check the cluster steps.

Optimization 126

Optimization Snapshot Data Lake Metadata 126

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. Choose Advanced options.

Data Lake 137

Data Lake Data Processing Metadata Snapshot 137

CIO Business Intelligence

JULY 17, 2023

Real-life transformers Time-jump to 2023. And the winner is… But ZEISS is no longer being considered for a 2023 SAP Innovation Award , now celebrating its 10 th anniversary. Check out the company’s Innovation Awards pitch deck and get a snapshot of the success story. Digital Transformation

Manufacturing 98

Manufacturing Snapshot Uncertainty Digital Transformation 98

CIO Business Intelligence

JULY 1, 2024

Gartner says worldwide shipments of AI PCs – and generative AI (genAI) smartphones – are projected to total 295 million units by the end of 2024, up from 29 million units in 2023. Using Microsoft’s Recall 4 snapshotting technology, the file is safely discovered.

Broadcasting 105

Broadcasting Snapshot Marketing Optimization 105

IBM Big Data Hub

APRIL 15, 2024

In 2023, the FBI received a record number of 880,418 complaints with potential losses exceeding USD 12.5 When a cyberattack strikes, the ransomware code gathers information about target networks and key resources such as databases, critical files, snapshots and backups. Today, cybercrime is good business.

Snapshot 96

Snapshot Machine Learning Interactive Statistics 96

AWS Big Data

OCTOBER 19, 2023

For merging the records into Amazon Redshift, you can use the MERGE SQL command , which was released in April 2023. csv has historical records for record ID='AE000041196' from 20220101 to 20221231 ; however, the query result shows only four records, one record per ELEMENT at the latest snapshot of the day 20221230 or 20221231.

Data Lake 138

Data Lake Data Warehouse Visualization Snapshot 138

CIO Business Intelligence

JANUARY 20, 2023

BI aims to deliver straightforward snapshots of the current state of affairs to business managers. As of January 2023, the median business intelligence salary is around $72,000, though depending on your employer that could range from $53,000 to $97,000. This gets to the heart of the question of who business intelligence is for.

Business Intelligence 144

Business Intelligence Dashboards Data mining OLAP 144

AWS Big Data

MARCH 23, 2023

The Iceberg table keeps track of the snapshots. consumer_iceberg$snapshots" limit 10; We can observe that we have generated multiple snapshots. Note down one of the committed_at values to use in the next steps (for this example, 2023-01-29 21:35:02.176 UTC ). Use time travel to find the table snapshot.

Interactive 97

Interactive Snapshot Data Lake Software 97

Cloudera

FEBRUARY 8, 2024

Subsequently, these snapshot IDs are used to determine the delta changes that should be applied to the materialized view rows. Hive does this by asking the Iceberg library to return only the rows inserted since that table’s last snapshot when the materialized view was last rebuilt/created.

Snapshot 91

Snapshot Metadata Cost-Benefit Data Warehouse 91

AWS Big Data

MARCH 10, 2023

With Iceberg, ingestion, update, and querying processes can benefit from atomicity, snapshot isolation, and managing concurrency to keep a consistent view of data. For example, from 2023/02/20 14:40:41 to 2023-02-20 14:40:41.000 UTC. Additionally, you can query in Athena based on the version ID of a snapshot in Iceberg.

Data Lake 122

Data Lake Sales Data Warehouse Snapshot 122

AWS Big Data

MARCH 28, 2023

This post is designed to be implemented for a real customer use case, where you get full snapshot data on a daily basis. employee" where delete_flag=true and date_format(CAST(end_date AS date),'%Y/%m') ='2023/03' Note: Update the correct database name from the CloudFormation output before running the above query.

Data Lake 103

Data Lake Testing Snapshot Big Data 103

AWS Big Data

NOVEMBER 10, 2023

This is particularly valuable for Type 2 slowly changing dimension (SCD) and timespan accumulating snapshot facts. user=" + username + "&password=" + password read_config = { "url": url, "tempdir": "s3:// / /", "unload_s3_format": "PARQUET" } d_client = ( spark.read.format("io.github.spark_redshift_community.spark.redshift").options(**read_config).option("query",

Data Processing 111

Data Processing Data Lake Data Warehouse Optimization 111

CIO Business Intelligence

MAY 16, 2022

IDC predicts that by 2023 over half of new enterprise IT infrastructure deployed will be at the edge; by 2024 the number of apps at the edge will balloon by 800%. A recent survey conducted by IDC and sponsored by Lumen Technologies and Intel Corporation indicates that two-thirds of global IT leaders are implementing edge computing.

IoT 98

IoT Internet of Things Data Warehouse Machine Learning 98

AWS Big Data

JULY 27, 2023

Take a snapshot of the source Redshift data warehouse. Prerequisites The following prerequisites should be addressed before we run the ConfigCompare utility: Enable audit logging and user-activity logging in your source cluster. Export your source parameter group and WLM configurations to Amazon S3.

Testing 95

Testing Data Warehouse Data Processing Snapshot 95

CIO Business Intelligence

SEPTEMBER 7, 2022

You also need to decide what to do for modern data protection and you need to figure out what to do from a replication/snapshot perspective for disaster recovery and business continuity. The worldwide analyst firm Gartner predicts: “by 2023, 43% of newly deployed storage capacity will be consumed as OPEX, up from less than 15% in 2020.”.

Digital Transformation 98

Digital Transformation IT Snapshot Strategy 98

IBM Big Data Hub

SEPTEMBER 25, 2023

They ingest data in snapshots from operational systems. Next, they build model data sets out of the snapshots, cleanse and deduplicate the data, and prepare it for analysis as Parquet files. From their latest Presto presentation in August 2023, here’s what they shared: Uber’s success as a data-driven company is no accident.

OLAP 86

OLAP Data Lake Data-driven Online Analytical Processing 86

AWS Big Data

AUGUST 6, 2024

In 2023, AWS announced the upcoming deprecation of Data Pipeline , one of the core services used by Langley. However, it wasn’t created with multi-tenancy in mind and therefore it didn’t provide the robustness and the appropriate level of isolation to guard each tenant from impacting others on the shared platform.

Cost-Benefit 111

Cost-Benefit Metadata Snapshot Metrics 111

AWS Big Data

JANUARY 10, 2024

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. The following diagram illustrates the state machine workflow.

Metrics 116

Metrics Management Snapshot IT 116

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. You must also include a reference to the named database within the cluster that you specified when you created the integration.

Data Warehouse 119

Data Warehouse Analytics Metrics Snapshot 119

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. and the Amazon Linux 2023 (AL2023) base image, offering enhanced security, modern tooling, and support for the latest Python libraries and features. Set up a new Apache Airflow v2.7.2

Metrics 122

Metrics Metadata Snapshot Management 122

AWS Big Data

JUNE 12, 2024

At 2023 AWS re:Invent , AWS announced a new connection option to Amazon Redshift based on AWS IAM Identity Center. In Swisscom’s context, during the initial implementation, Swisscom opted for IAM-based SAML 2.0 and SCIM. .-]{0,62}' outputs: - Name: ClusterStatus Selector: '$.Clusters[0].ClusterStatus' Clusters[0].ClusterStatus' Clusters[0].ClusterStatus'

Data-driven 116

Data-driven Snapshot Optimization Management 116

bridgei2i

APRIL 30, 2019

The Markets and Markets’ Procurement Analytics market study provides a snapshot of key competition, past market trends with forecast over the next 5 years, anticipated growth rates, and the principal factors driving and impacting growth. billion by 2023, at a Compound Annual Growth Rate (CAGR) of 20.4% billion in 2018 to USD 4.1

Marketing 40

Marketing Reporting Analytics Contextual Data 40

Cloudera

NOVEMBER 15, 2024

In fact, according to the Identity Theft Resource Center (ITRC) Annual Data Breach Report , there were 2,365 cyber attacks in 2023 with more than 300 million victims, and a 72% increase in data breaches since 2021. Today, cyber defenders face an unprecedented set of challenges as they work to secure and protect their organizations.

Analytics 59

Analytics Metadata Data-driven Snapshot 59

AWS Big Data

MARCH 21, 2024

Amazon Relational Database Service (Amazon RDS) for MySQL zero-ETL integration with Amazon Redshift was announced in preview at AWS re:Invent 2023 for Amazon RDS for MySQL version 8.0.28 In this post, we provide step-by-step guidance on how to get started with near real-time operational analytics using this feature.

Data Warehouse 111

Data Warehouse Metrics Statistics Optimization 111

Laminar Security

NOVEMBER 9, 2023

Malicious actors came out swinging at the start of 2023, and they aren’t slowing down any time soon. Efficiently identifying the most recent clean snapshot (the point just before the malware intrusion and data compromise). Data breaches increased by 156% between Q1 and Q2 alone. Take MGM Resorts and Caesars Entertainment as examples.

Strategy 88

Strategy Risk Testing Recreation/Entertainment 88

IBM Big Data Hub

APRIL 11, 2023

Here is a snapshot of some current results: We continued making progress towards our goal of net-zero operational greenhouse gas (GHG) emissions by 2030, underscored by energy conservation; use of renewable energy; and GHG emissions reduction. Also through year-end 2021, we reduced operational GHG emissions by 61.6%

Snapshot 57

Snapshot Reporting Business Objectives Software 57

Laminar Security

APRIL 18, 2023

According to Laminar research, more than 75% of organizations experienced a cloud data breach in 2023, which speaks for itself. Yet, managing this diverse environment creates challenges for the security, privacy and governance teams charged with protecting data. Unfortunately, the evidence shows we’re not doing a good job!

Enterprise 52

Enterprise Management Dashboards Snapshot 52

FineReport

JUNE 14, 2023

Note: All the KPI report templates shown in this article are created by FineReport , a powerful reportin g software that has been honorably mentioned by Gartner Magic Quadrant for ABI Platforms in 2023. Additionally, the report presents daily sales revenue, which gives a snapshot of the revenue generated on a daily basis.

KPI 52

KPI Reporting Key Performance Indicator Sales 52

FineReport

MAY 31, 2023

Financial Dashboard Examples Note: All the financial dashboard examples shown in this article are created by FineReport , a powerful dashboard software that has been honorably mentioned by Magic Quadrant for ABI Platforms in 2023. You can download FineReport for free and have a try! Free Download of FineReport 1.

Dashboards 52

Dashboards Key Performance Indicator Metrics Visualization 52

FineReport

MAY 15, 2023

Note: All the sales dashboard examples shown in this article are created by FineReport , a powerful Dashboard Software that has been honorably mentioned by Magic Quadrant for ABI Platforms in 2023. Indicators: to provide snapshots of the performance of a metric. You can download FineReport for free and have a try!

Dashboards 52

Dashboards Sales Metrics KPI 52

CIO Business Intelligence

MARCH 5, 2025

Regulations and laws are often volatile as political influences can upend them on a moments notice: The USA Executive Order (EO) on Safe, Secure and Trustworthy Artificial Intelligence (14110) issued on October 30, 2023, was rescinded on January 20, 2025.

Risk 121

Risk Risk Management Measurement Modeling 121