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. S3 bucket as landing zone We used an S3 bucket as the immediate landing zone of the extracted data, which is further processed and optimized.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

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.

Data Lake 80

Data Lake Snapshot Metadata Optimization 80

DataKitchen

AUGUST 8, 2023

Are problems with data tests? Data Lineage, a form of static analysis , is like a snapshot or a historical record describing data assets at a specific time. And as any developer knows, you can’t ship code based on static tests. You must dynamically test the code. Which report tab is wrong? When did it last run?

Data Quality 130

Data Quality Testing Snapshot Reporting 130

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. Your Chance: Want to test a professional logistics analytics software? A testament to the rising role of optimization in logistics.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

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 114

Data Lake Data Processing Metadata Snapshot 114

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. Whether you’re looking at consumer management dashboards and reports, every CRM dashboard template you use should be optimal in terms of design.

Dashboards 265

Dashboards Reporting KPI Visualization 265

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

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. Data transformation processes can be complex requiring more coding, more testing and are also error prone. However, this requires knowledge of a table’s current snapshots.

Data Lake 70

Data Lake Snapshot Optimization Data Transformation 70

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.

Testing 214

Testing Manufacturing Data Quality Statistics 214

AWS Big Data

NOVEMBER 16, 2023

Building a starter version of anything can often be straightforward, but building something with enterprise-grade scale, security, resiliency, and performance typically requires knowledge and adherence to battle-tested best practices, and using the right tools and features in the right scenario. String-optimized compression The Data Vault 2.0

Enterprise 80

Enterprise Data Warehouse Snapshot Cost-Benefit 80

AWS Big Data

FEBRUARY 13, 2023

Test environment In order to be confident with the performance of the RA3 nodes, we decided to stress test them in a controlled environment before making the decision to migrate. To assess the nodes and find an optimal RA3 cluster configuration, we collaborated with AllCloud , the AWS premier consulting partner.

Snapshot 64

Snapshot Data Warehouse Testing Analytics 64

AWS Big Data

AUGUST 16, 2023

The Iceberg specification allows seamless table evolution such as schema and partition evolution, and its design is optimized for usage on Amazon Simple Storage Service (Amazon S3). On the Code tab, choose Test , then Configure test event. Configure a test event with the default hello-world template event JSON.

Data Lake 68

Data Lake Metadata Testing Snapshot 68

Cloudera

NOVEMBER 9, 2023

Test Environment: The performance comparison was done to measure the performance differences between COD using storage on Hadoop Distributed File System (HDFS) and COD using cloud storage. We tested for two cloud storages, AWS S3 and Azure ABFS. These performance measurements were done on COD 7.2.15 runtime version. CDH: 7.2.14.2

Snapshot 72

Snapshot Testing Measurement Metrics 72

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 109

Data Lake Metadata Optimization Statistics 109

datapine

SEPTEMBER 1, 2020

Your Chance: Want to test a market research reporting software? While there are numerous types of dashboards that you can choose from to adjust and optimize your results, we have selected the top 3 that will tell you more about the story behind them. Your Chance: Want to test a market research reporting software?

Reporting 247

Reporting Marketing KPI Dashboards 247

datapine

JUNE 29, 2022

Your Chance: Want to test accounting reporting software for free? 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. What Are Accounting Reports?

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

AWS Big Data

MARCH 18, 2024

By default, the sink writes in batches to optimize throughput. SQL In Apache Flink SQL, users can provide hints to join queries that can be used to suggest the optimizer to have an effect in the query plan. where the operator state couldn’t be properly restored when snapshot compression is enabled. With versions 1.16

Management 95

Management Snapshot Broadcasting Optimization 95

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?

Optimization 52

Optimization Cost-Benefit Snapshot Testing 52

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.

Data Processing 89

Data Processing Data Lake Data Warehouse Optimization 89

Cloudera

NOVEMBER 12, 2021

We had to identify the “optimal path” for customers without any information from the customer. Create a snapshot . Export the snapshot to the destination in the Cloud. Import the snapshot into the database. If you are interested in trying out CDP Public Cloud and the Operational Database, try out our Test Drive.

Software 95

Software Enterprise Snapshot IT 95

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.

Deep Learning 95

Deep Learning Snapshot Optimization Data Quality 95

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

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.

Software 52

Software Data Lake Testing Cost-Benefit 52

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. Test Drive CDP Pubic Cloud. The post Cloudera Data Engineering 2021 Year End Review appeared first on Cloudera Blog.

Snapshot 117

Snapshot Data-driven Optimization Management 117

datapine

OCTOBER 21, 2021

Your Chance: Want to test modern reporting software for free? Extracting business insights based on factual data and not just simple intuition will lead companies to optimize several processes and ensure sustainable development. Your Chance: Want to test modern reporting software for free? Let’s get started!

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211

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. Your Chance: Want to build great weekly status reports on your own?

Interactive 220

Interactive Reporting Dashboards Metrics 220

Cloudera

OCTOBER 22, 2020

Snapshots, BulkLoad, CopyTable are well-known examples of such tools covered in previous Cloudera blog posts. hbase org.apache.hadoop.hbase.mapreduce.HashTable --families=cf my-table /hashes/test-tbl. …. drwxr-xr-x - root supergroup 0 2020-04-28 05:05 /hashes/test-tbl/hashes. -rw-r--r-- example.com,zk2.example.com,zk3.example.com:2181:/hbase

Testing 61

Testing Snapshot IT Reporting 61

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!

Data Lake 99

Data Lake Management Metrics Data Warehouse 99

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 test additional scenarios, refer to Extended Testing in the code repo. This concludes the demo.

Data Lake 87

Data Lake Data Processing Metadata Snapshot 87

datapine

APRIL 3, 2020

A call center dashboard is an intuitive visual reporting tool that displays a range of relevant call center metrics and KPIs that allow customer service managers and teams to monitor and optimize performance and spot emerging trends in a central location. Your Chance: Want to test a call center dashboard software for free?

Dashboards 201

Dashboards Data-driven Reporting Analytics 201

datapine

APRIL 12, 2023

It gives you a panoramic snapshot of the performance of particular pages of your website and offers you insights into how to optimize your content for increased sales success. In this case, it is being tracked by the marketing channel and observed for a 30-day period.

Sales 176

Sales KPI Metrics Cost-Benefit 176

Smart Data Collective

NOVEMBER 4, 2021

In industries such as healthcare, gaming, financial and other penetration testing of cloud resources is a part of a standard IT process. Systematic pentesting might help identify some gaps in your cyber resilience program but ultimately, it’s just a snapshot of what is happening. You should rely on it completely.

Strategy 120

Strategy Snapshot Risk IoT 120

AWS Big Data

MAY 31, 2023

AWS also recommends choosing a primary shard count so that each shard is within an optimal size band. You can determine the optimal shard size through proof-of-concept testing with your data and traffic.

Snapshot 73

Snapshot Data-driven Optimization Management 73

datapine

JULY 3, 2019

One of the most effective Twitter KPIs , the ‘top 5 Tweets’ metric offers a clear, concise, and digestible visual snapshot of your most engaging Tweets over a specific period of time. A priceless resource for SEO content writers, the Flesch reading test will help you evaluate the quality, complexity, and duplicity of your copy.

Metrics 219

Metrics KPI Strategy ROI 219

datapine

AUGUST 12, 2020

Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software? Let’s get started. SaaS management dashboard.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

AWS Big Data

OCTOBER 20, 2023

Final,connector=mysql,name=salesdb-server,ts_ms=1678099992174,snapshot=true,db=salesdb,table=CUSTOMER,server_id=0,file=binlog.000001,pos=43298383,row=0},op=r,ts_ms=1678099992174} Final,connector=mysql,name=salesdb-server,ts_ms=1678099992174,snapshot=true,db=salesdb,table=CUSTOMER,server_id=0,file=binlog.000001,pos=43298383,row=0},op=r,ts_ms=1678099992174}

Data Processing 83

Data Processing Snapshot Data Warehouse Management 83

AWS Big Data

OCTOBER 18, 2023

Amazon Redshift is straightforward to use with self-tuning and self-optimizing capabilities. Choose Test connection to verify that AWS SCT can connect to your source Azure Synapse project. Choose Test connection to verify that AWS SCT can connect to your target Redshift workgroup. When the test is successful, choose OK.

Analytics 92

Analytics Data Warehouse Testing Dashboards 92