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 86

Data Warehouse Metrics Optimization Statistics 86

CIO Business Intelligence

DECEMBER 19, 2023

It’s about looking at the business strategy through the lens of technical capabilities and how that changes how you operate and generate revenues.” In other words, CIOs should look for investments that impact the business strategy and are force multipliers , impacting both revenue generation and operational efficiencies.

Digital Transformation 140

Digital Transformation Unstructured Data Machine Learning Risk Management 140

AWS Big Data

MARCH 7, 2024

At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. After 2 days, hot data is migrated to UltraWarm storage to support read queries. Organizations often need to manage a high volume of data that is growing at an extraordinary rate.

Data Lake 111

Data Lake Analytics Dashboards Metrics 111

IBM Big Data Hub

OCTOBER 24, 2023

Enterprise-managed identity and access management (IAM) enables cloud administrators to centrally configure access and security settings for the entire organization. ” The case study in this blog post shows how to easily and securely implement and manage a site reliability engineering (SRE) team’s access across an enterprise.

Enterprise 71

Enterprise Management 71

IBM Big Data Hub

JULY 5, 2022

In today’s world of complex data architectures and emerging technologies, databases can sometimes be undervalued and unrecognized. IBM has been the pioneer in paving the way for data management technologies and advancements for decades, from the first commercial database to quantum computing systems.

Data Lake 93

Data Lake Data Warehouse Publishing Structured Data 93

AWS Big Data

OCTOBER 17, 2023

With Amazon Redshift, you can use standard SQL to query data across your data warehouse, operational data stores, and data lake. You could identify the changed rows, perhaps using a filter on update timestamps, or you could modify your extract, transform, and load (ETL) process to write to both the source and target databases.

Data Warehouse 84

Data Warehouse Data Processing Data Lake Management 84

Smart Data Collective

DECEMBER 17, 2021

At least, the painstaking efforts accumulated will be wasted, which will seriously affect the regular operation of the enterprise and cause huge losses to the business. Therefore, to ensure the regular operation of production, sales and development, enterprises should take advanced and effective measures to back up and protect their data.

Cost-Benefit 102

Cost-Benefit Measurement Big Data ROI 102

Cloudera

DECEMBER 16, 2020

It includes Apache HBase and Phoenix as part of the platform. For customers that want to manage the database on their own in AWS & Azure, it is available as part of the CDP Public Cloud DataHub offering (with the Operational Database template or in Custom DataHub deployments). database) or table level.

Big Data 75

Big Data Management IT 75

CIO Business Intelligence

MARCH 11, 2024

These include security and data privacy concerns, low-quality data, reputational risks, and immature technology, to name a few. Example 2: extreme delays with the trading platform update An investment bank is developing a trading platform. Based on our experience, you will start getting the first results in 2-3 months.

Software 84

Software Testing Data-driven Risk 84

CIO Business Intelligence

JUNE 8, 2023

DevOps engineer DevOps Engineers are tasked with bridging the gap between software development and operations, typically working alongside software developers, systems administrators, and testers to maintain efficient workflows. Average salary: US$120,653 Increase since 2021: 15.6% Average salary: US$139,683 Increase since 2021: 12.9%

IT 136

IT Digital Transformation Software Risk 136

Cloudera

OCTOBER 16, 2023

Time Travel: Reproduce a query as of a given time or snapshot ID, which can be used for historical audits, validating ML models, and rollback of erroneous operations, as an example. SDX Integration: Provides common security and governance policies, as well as data lineage and auditing. Cloudera Flow Management 2.1.6

Snapshot 76

Snapshot Management Data Processing Modeling 76

AWS Big Data

OCTOBER 25, 2023

As the scale and complexity of microservices and distributed applications continues to expand, customers are seeking guidance for building cost-efficient infrastructure supporting operational analytics use cases. Operational analytics is a popular use case with Amazon OpenSearch Service. Choose Create pipeline.

Analytics 119

Analytics Data Processing Optimization Metrics 119

Cloudera

JANUARY 26, 2024

Within the Cloudera platform, whether deployed on premises or using any of the leading public cloud providers, the Cloudera Shared Data Experience (SDX) ensures consistency of all things data security and governance. This allows the organization to comply with government regulations and internal security policies.

Metadata 73

Metadata Data Governance Management Finance 73

AWS Big Data

APRIL 28, 2023

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing ETL (extract, transform, and load), business intelligence (BI), and reporting tools. It uses the GetCredentials API to get temporary database credentials.

Interactive 89

Interactive Metadata Data Warehouse Data-driven 89

AWS Big Data

MARCH 13, 2024

For ingesting these external data sources, Vector databases have evolved, which can store vector embeddings of the data source and allow for similarity searches. Overview of OpenSearch Service OpenSearch Service is a managed service for secure analysis, search, and indexing of business and operational data. json| jq '.data[].paragraphs[].qas[].question'

Data Processing 109

Data Processing Dashboards Machine Learning Management 109

Smart Data Collective

FEBRUARY 20, 2022

Data storage databases. Your SaaS company can automate time-consuming tasks like provisioning, patching, backup, recovery, and failure detection and repair with Amazon Aurora, a MySQL-compatible database from Amazon. It can be difficult to handle this on your own, and it requires some responsibility on your part. Management.

Cost-Benefit 114

Cost-Benefit Data Lake Software Machine Learning 114

datapine

SEPTEMBER 29, 2022

2) Why Do You Need DQM? Reporting being part of an effective DQM, we will also go through some data quality metrics examples you can use to assess your efforts in the matter. That quality is necessary to fulfill the needs of an organization in terms of operations, planning, and decision-making. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

NOVEMBER 1, 2023

Amazon Redshift just announced the general availability of Multi-AZ deployments for provisioned RA3 clusters that support running your data warehouse in two Availability Zones simultaneously and can continue operating in unforeseen failure scenarios. Under the Database configurations , choose Admin user name and Admin user password.

Data Warehouse 93

Data Warehouse Snapshot Testing Management 93

CIO Business Intelligence

MAY 24, 2023

Yet, as organizations transform, CIOs and their teams are being asked to manage the optimal mix of infrastructure, platform, software, database, storage, and more to meet these new strategic objectives—while also creating sustained value and positioning the organization for the future. The challenge?

Strategy 94

Strategy IT Digital Transformation Optimization 94

AWS Big Data

JUNE 6, 2023

AWS Glue Data Quality generates a substantial amount of operational runtime information during the evaluation of rulesets. An operational scorecard is a mechanism used to evaluate and measure the quality of data processed and validated by AWS Glue Data Quality rulesets. For Target database , choose Add database.

Data Quality 70

Data Quality Metrics Visualization Dashboards 70

Cloudera

MARCH 4, 2024

Within the Cloudera platform, whether deployed on premises or using any of the leading public cloud providers, the Cloudera Shared Data Experience (SDX) ensures consistency of all things data security and governance. This allows the organization to comply with government regulations and internal security policies.

Metadata 52

Metadata Data Governance Management Finance 52

AWS Big Data

OCTOBER 3, 2023

The query runtime also increases because it’s proportional to the number of data or metadata file read operations. For our testing, we generated about 58,176 small objects with total size of 2 GB. As part of the exercise, we see new steps are being added to the EMR cluster to trigger the compaction jobs. with Spark 3.3.2,

Optimization 108

Optimization Snapshot Data Lake Metadata 108

Cloudera

JANUARY 20, 2021

This is the first in a six-part blog series that outlines the data journey from edge to AI and the business value data produces along the journey. We have simplified this journey into five discrete steps with a common sixth step speaking to data security and governance. STEP 1: Collecting the raw data.

Digital Transformation 105

Digital Transformation Manufacturing Data Warehouse Predictive Analytics 105

Cloudera

JANUARY 6, 2021

For data professionals that want to make use of data stored in HBase the recent upstream project “hbase-connectors” can be used with PySpark for basic operations. In this post, several operations will be explained and demonstrated along with example output. 2) Make a new Project in CDSW and use a PySpark template.

Machine Learning 132

Machine Learning Data Science Management Enterprise 132

Smart Data Collective

AUGUST 3, 2023

As the logistics sector continues to expand and evolve, blockchain technology is becoming an integral part of supply chain procedures. Its implementation offers numerous benefits and applications that streamline operations and enhance efficiency. Look at the top blockchain benefits and how they improve fleet management.

Technology 83

Technology Management Cost-Benefit Manufacturing 83

AWS Big Data

JUNE 28, 2023

in regions us-east-1 , us-east-2 , us-west-2 , ap-northeast-1 and eu-west-1. In this post, we provide step-by-step guidance on how to get started with near-real time operational analytics using this feature. For more details, refer to the What’s New Post. ETL pipelines can be expensive to build and complex to manage.

Data Warehouse 83

Data Warehouse Analytics Metrics Dashboards 83

AWS Big Data

MAY 30, 2023

Traditional batch ingestion and processing pipelines that involve operations such as data cleaning and joining with reference data are straightforward to create and cost-efficient to maintain. Create and configure an Aurora MySQL cluster In this section, you create and configure an Aurora MySQL cluster as the source database.

Data Lake 79

Data Lake Data Analytics Analytics Data Processing 79

AWS Big Data

SEPTEMBER 13, 2023

It focuses on defining standards and patterns to integrate data producers and consumers and move data between data lakes and purpose-built data stores securely and efficiently. In this post, we discuss a common use case in relation to operational data processing and the solution we built using Apache Hudi and AWS Glue.

Data Lake 89

Data Lake Data Processing Metadata Snapshot 89

Cloudera

SEPTEMBER 11, 2020

In this blog post, we are going to take a look at some of the OpDB related security features of a CDP Private Cloud Base deployment. The master key for encrypting the EZKs itself can be placed in escrow in a hardware security module (HSM), such as Safenet Luna, Amazon KMS, or Thales nShield. Security Certification Standards.

Management 65

Management Big Data Testing Data Integration 65

Cloudera

NOVEMBER 10, 2021

CDP includes new functionalities as well as superior alternatives to some previously existing functionalities in security and governance. On the other hand, Apache Ranger provides a comprehensive security framework to enable, manage and monitor data security across the Hadoop platform. <database-name>, table ?

Data Lake 75

Data Lake Management Metadata Modeling 75

IBM Big Data Hub

SEPTEMBER 29, 2023

Regular cleanup is part of all account administration and security best practices, not just for cloud environments. Inactive identities pose a security risk because they might be no longer maintained and be easier to attack. Some readers provided feedback and asked on how to proceed and act on identified inactive identities.

Reporting 83

Reporting Risk Management IT 83

AWS Big Data

APRIL 3, 2023

With Amazon Redshift, you can query data across your data warehouse, operational data stores, and data lake using standard SQL. Amazon Redshift RSQL is a native command-line client for interacting with Amazon Redshift clusters and databases. Amazon Redshift RSQL is available for Linux, Windows, and macOS operating systems.

Data Warehouse 96

Data Warehouse Testing Data Lake Data-driven 96

Cloudera

APRIL 9, 2021

This is part 4 in this blog series. You can read part 1 here and part 2 here , and watch part 3 here. This blog series follows the manufacturing and operations data lifecycle stages of an electric car manufacturer – typically experienced in large, data-driven manufacturing companies. The ML Challenge.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

AWS Big Data

MARCH 26, 2024

Building a C360 on the right datasets, adding new datasets over time while maintaining the quality of data, and keeping it secure needs an end-to-end data strategy for your customer data. Unified customer profile Graph databases excel in modeling customer interactions and relationships, offering a comprehensive view of the customer journey.

Data Strategy 67

Data Strategy Strategy Data Warehouse Prescriptive Analytics 67

O'Reilly on Data

APRIL 19, 2021

7% of the respondents were from South America, and 2% were from Africa. We see relatively little use of AI in the pharmaceutical and chemical industries (2%), though we expect that to change sharply given the role of AI in developing the COVID-19 vaccine. Hyperparameter tuning (2%) wasn’t considered a problem.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

AWS Big Data

JULY 13, 2023

Having a unified view lets the cloud operations team derive actionable insights across the support cases raised by different business units and accounts. AWS Systems Manager Explorer provides a summary of support cases across your AWS accounts to help you get better visibility into the operational health of your AWS environment.

Dashboards 69

Dashboards Visualization Interactive Management 69

AWS Big Data

MARCH 18, 2024

You can switch to version 2.x This connector is based on the Apache Flink AsyncSink , developed by AWS and now an integral part of the Apache Flink project, to simplify the implementation of efficient sink connectors, using non-blocking write requests and adaptive batching. By default, the connector uses OpenSearch version 1.x

Management 98

Management Snapshot Broadcasting Optimization 98