AWS Big Data

NOVEMBER 17, 2023

Managing the SQL files, integrating cross-team work, incorporating all software engineering principles, and importing external utilities can be a time-consuming task that requires complex design and lots of preparation. In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift.

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AWS Big Data

JULY 27, 2023

Amazon Redshift is a widely used, fully managed, petabyte-scale cloud data warehouse. In this post, we answer that question by using Redshift Test Drive , an open-source tool that lets you evaluate which different data warehouse configurations options are best suited for your workload.

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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. Financial efficiency: One of the key benefits of big data in supply chain and logistics management is the reduction of unnecessary costs.

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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. Index rebalancing arbitrage takes advantage of short-term price discrepancies resulting from ETF managers’ efforts to minimize index tracking error.

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DataKitchen

AUGUST 8, 2023

She sees Data Observability as an emerging technology in data engineering and management. Finally, the article states that Data Observability can bring tremendous benefits and time savings by helping IT and business teams be more proactive in their data management and engineering activities. Are problems with data tests?

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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. With AWS Glue, you can discover and connect to more than 70 diverse data sources and manage your data in a centralized data catalog.

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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. Update your-iceberg-storage-blog in the following configuration with the bucket that you created to test this example.

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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. 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.

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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.

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Optimization Metadata Statistics Cost-Benefit 143

Cloudera

APRIL 3, 2023

Cloudera Contributors: Ayush Saxena, Tamas Mate, Simhadri Govindappa Since we announced the general availability of Apache Iceberg in Cloudera Data Platform (CDP), we are excited to see customers testing their analytic workloads on Iceberg. Instead, Iceberg is intended for managing large, infrequently changing datasets.

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Data Warehouse Snapshot Metadata Cost-Benefit 82

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. What’s Next.

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AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift is a popular cloud data warehouse, offering a fully managed cloud-based service that seamlessly integrates with an organization’s Amazon Simple Storage Service (Amazon S3) data lake, real-time streams, machine learning (ML) workflows, transactional workflows, and much more—all while providing up to 7.9x

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Enterprise Data Warehouse Snapshot Cost-Benefit 84

AWS Big Data

APRIL 27, 2023

Apache Iceberg is an open table format for data lakes that manages large collections of files as tables. Athena also supports the ability to create views and perform VACUUM (snapshot expiration) on Apache Iceberg tables to optimize storage and performance. The following diagram illustrates the solution architecture.

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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. Carry out performance tuning.

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Data Lake Data Processing Metadata Snapshot 118

AWS Big Data

NOVEMBER 29, 2023

In 2022, AWS published a dbt adapter called dbt-glue —the open source, battle-tested dbt AWS Glue adapter that allows data engineers to use dbt for cloud-based data lakes along with data warehouses and databases, paying for just the compute they need. 05:34:22 Connection test: [OK connection ok] 05:34:22 All checks passed!

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Data Lake Management Metrics Data Warehouse 103

DataKitchen

MAY 10, 2021

Some will argue that observability is nothing more than testing and monitoring applications using tests, metrics, logs, and other artifacts. Below we will explain how to virtually eliminate data errors using DataOps automation and the simple building blocks of data and analytics testing and monitoring. . Tie tests to alerts.

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Cloudera

JULY 14, 2023

Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. They also provide a “ snapshot” procedure that creates an Iceberg table with a different name with the same underlying data.

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AWS Big Data

FEBRUARY 13, 2023

This is a guest post by Miguel Chin, Data Engineering Manager at OLX Group and David Greenshtein, Specialist Solutions Architect for Analytics, AWS. Before migrating to RA3, we were using a 16 DC2.8xlarge nodes cluster with a highly tuned workload management (WLM), and performance wasn’t an issue at all.

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Snapshot Data Warehouse Testing Analytics 67

AWS Big Data

JUNE 9, 2023

Across all use cases, permissions, data governance, and data protection are table stakes, and customers require a high level of control over data security, encryption, and lifecycle management. It is crucial that you perform testing to ensure that a table format meets your specific use case requirements.

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Cloudera

MAY 13, 2021

The good news is Cloudera has a tried and tested tool, Workload Manager (WM) that meets your needs. WM simplifies troubleshooting failed jobs and optimizing slow jobs. After a job ends, WM gets information about job execution from the Telemetry Publisher, a role in the Cloudera Manager Management Service.

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Management Data Warehouse Interactive Reporting 73

datapine

JUNE 29, 2022

On the basis of every company’s competent management, we can find accounting reports. Your Chance: Want to test accounting reporting software for free? But they also reduce the risk of reporting inconsistencies to investors, financial managers, or worse, tax authorities. 2) Why Do You Need Accounting Reports?

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Visualization Reporting Cost-Benefit Snapshot 200

AWS Big Data

AUGUST 16, 2023

Iceberg manages large collections of files as tables, and it supports modern analytical data lake operations such as record-level insert, update, delete, and time travel queries. On the Code tab, choose Test , then Configure test event. Configure a test event with the default hello-world template event JSON.

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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”. As a product manager, I rank features in my backlog against: How much revenue will this help me get? Cloudera HBase configuration from Cloudera Manager.

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datapine

SEPTEMBER 1, 2020

They come in handy to manage the results, but also the most important aspect of any analysis: the presentation of said results, without which it becomes hard to make accurate, sound decisions. Your Chance: Want to test a market research reporting software? Your Chance: Want to test a market research reporting software?

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AWS Big Data

NOVEMBER 10, 2023

Your applications can seamlessly read from and write to your Amazon Redshift data warehouse while maintaining optimal performance and transactional consistency. Additionally, you’ll benefit from performance improvements through pushdown optimizations, further enhancing the efficiency of your operations.

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CDW Research Hub

NOVEMBER 11, 2020

Staying ahead of increasing and evolving cybersecurity threats is a continuous effort that requires both a relentless focus on advancing your security posture and an optimized security stack that delivers on the promises made at purchase. Are there ways to optimize the current cost of our security posture? But is that really true?

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Optimization Cost-Benefit Snapshot Advertising 52

datapine

OCTOBER 21, 2021

Powered by intuitive data visualizations, these kinds of modern monthly progress reports assist managers and team members in managing their data in the most efficient and effective way possible while enhancing collaboration and healthy business growth. Your Chance: Want to test modern reporting software for free?

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Reporting Dashboards Metrics Cost-Benefit 211

Cloudera

DECEMBER 21, 2021

In working with thousands of customers deploying Spark applications, we saw significant challenges with managing Spark as well as automating, delivering, and optimizing secure data pipelines. One of the key benefits of CDE is how the job management APIs are designed to simplify the deployment and operation of Spark jobs.

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datapine

OCTOBER 29, 2021

Armed with powerful visualizations and real-time data, modern weekly summary reports enable businesses to closely monitor their performance and the progress of their strategies to extract relevant insights and optimize their processes to ensure constant growth. What Is A Weekly Report?

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Cloudera

SEPTEMBER 1, 2022

These shortcomings come in the form of the time it takes to deploy a new instance, and getting the sizing, management, and performance optimizations right. Control plane on CDP provides Replication Manager which enables you to replicate, export, and take snapshots of data manually or as scheduled automated tasks.

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AWS Big Data

MARCH 3, 2023

Tricentis is the global leader in continuous testing for DevOps, cloud, and enterprise applications. Speed changes everything, and continuous testing across the entire CI/CD lifecycle is the key. Tricentis instills that confidence by providing software tools that enable Agile Continuous Testing (ACT) at scale.

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Software Data Lake Testing Cost-Benefit 52

AWS Big Data

SEPTEMBER 13, 2023

Moreover, the framework should consume compute resources as optimally as possible per the size of the operational tables. Finally, by testing the framework, we summarize how it meets the aforementioned requirements. To minimize DevOps and operational overhead, the company wanted to templatize the source code wherever possible.

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CIO Business Intelligence

JUNE 1, 2022

Dell’s updated PowerStore offering aims to deliver up to a 50% mixed-workload performance boost and up to 66% greater capacity, based on internal tests conducted in March 2022. . To create a productive, cost-effective analytics strategy that gets results, you need high performance hardware that’s optimized to work with the software you use.

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AWS Big Data

OCTOBER 20, 2023

Amazon MSK Connect is a feature of Amazon Managed Streaming for Apache Kafka (Amazon MSK) that offers a fully managed Apache Kafka Connect environment on AWS. You can extend this architecture to support other deployment topologies using appropriate AWS Identity and Access Management (IAM) permissions and connectivity options.

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Data Processing Snapshot Data Warehouse Management 86

AWS Big Data

MAY 31, 2023

Dedicated cluster manager (master nodes) AWS recommends using three dedicated cluster manager (CM) nodes for all production workloads. Instance Count Cluster Manager Node RAM Size Maximum Supported Shard Count Recommended Minimum Dedicated Cluster Manager Instance Type 1–10 8 GiB 10,000 m5.large.search

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Snapshot Data-driven Optimization Management 76

datapine

AUGUST 12, 2020

In your daily business, many different aspects and ‘activities’ are constantly changing – sales trends and volume, marketing performance metrics, warehouse operational shifts, or inventory management changes. Your Chance: Want to test professional business reporting software? Let’s get started. Explore our 14-day free trial.

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Reporting Dashboards Visualization Cost-Benefit 297

The Unofficial Google Data Science Blog

JULY 17, 2018

Alternatively, guidance and insight may be delivered below the executive level to product managers and engineering leads, directing product feature development via metrics and A/B experiments. These snapshots comprise what we refer to as our search index. This results in a poor user experience.

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