AWS Big Data

MAY 7, 2024

Amazon DataZone is a fully managed data management service that makes it faster and easier for customers to catalog, discover, share, and govern data stored across Amazon Web Services (AWS), on premises, and on third-party sources. They also enrich their assets with business context to make them accessible to the consumers.

Metadata 78

Metadata Data Lake Data Processing Data-driven 78

AWS Big Data

MARCH 29, 2024

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 110

Metrics Visualization Dashboards Interactive 110

CIO Business Intelligence

MARCH 29, 2024

Today, 60% to 70% of Rocket’s workloads run on the cloud, with more than 95% of those workloads in AWS. Rocket’s engineers and data scientists are developing generative AI models using AWS Bedrock and Anthropic AI technology. Despite being primarily an AWS shop, Rocket has taken a model-agnostic approach to generative AI platforms.

Data Lake 125

Data Lake Machine Learning Data Warehouse Unstructured Data 125

IBM Big Data Hub

APRIL 3, 2024

Consolidating facility management functionalities into a unified platform streamlines deployment and management processes, reducing the complexities associated with enterprise systems. The deployment flexibility across the on-premises, cloud or hybrid-cloud environments of TRIRIGA caters to diverse organizational infrastructures.

Data Processing 71

Data Processing Cost-Benefit Optimization Management 71

AWS Big Data

MARCH 14, 2024

VMware Tanzu CloudHealth is the cloud cost management platform of choice for more than 20,000 organizations worldwide, who rely on it to optimize and govern their largest and most complex multi-cloud environments. Combined with the fact that we get security patches applied on brokers by AWS, migrating to Amazon MSK was an easy decision.

Management 113

Management Insurance Optimization Strategy 113

AWS Big Data

MARCH 6, 2024

Consequently, an organization can achieve a standard process to handle sensitive data across all platforms. Additionally, you can find an Amazon Athena and AWS Glue based consumption pattern in the GitHub repo of the solution. You can deploy the pseudonymization service and the ETL platform on the same account.

Metrics 98

Metrics Statistics Testing Data Lake 98

AWS Big Data

OCTOBER 30, 2023

Spark on AWS Lambda (SoAL) is a framework that runs Apache Spark workloads on AWS Lambda. The framework seamlessly integrates data with platforms like Apache Iceberg , Apache Delta Lake, Apache HUDI , Amazon Redshift , and Snowflake , offering a low-cost and scalable data processing solution.

Cost-Benefit 125

Cost-Benefit Enterprise Data Processing Optimization 125

AWS Big Data

FEBRUARY 27, 2024

In this post, we explore how Bluestone uses AWS services, notably the cloud data warehousing service Amazon Redshift , to implement a cutting-edge data mesh architecture, revolutionizing the way they manage, access, and utilize their data assets. This platform became the hub for all data-related activities across the organization.

Data-driven 98

Data-driven Data Lake Data Quality Data Governance 98

IBM Big Data Hub

SEPTEMBER 5, 2023

The DevOps team in many organizations works with the developers and operations people to assemble and manage the various automation technologies that support the continuous integration and continuous deployment (CI/CD) parts of the lifecycle—what we’ve come to call the DevOps toolchain.

Software 128

Software Testing Digital Transformation Interactive 128

AWS Big Data

MARCH 18, 2024

When a query runs on a federated data source using a connector, Athena invokes multiple AWS Lambda functions to read from the data sources in parallel to optimize performance. The AWS Glue Data Catalog holds the metadata for Amazon S3 and GCS data. UserAzureADLSOnlyUserPassword AWS Management Console password for the Azure-only user.

Data Lake 104

Data Lake Analytics Cost-Benefit Management 104

AWS Big Data

FEBRUARY 1, 2024

Amazon Redshift features like streaming ingestion, Amazon Aurora zero-ETL integration , and data sharing with AWS Data Exchange enable near-real-time processing for trade reporting, risk management, and trade optimization. Deploy the solution You can use the following AWS CloudFormation template to deploy the solution.

Data Warehouse 127

Data Warehouse Dashboards Risk Management Risk 127

AWS Big Data

NOVEMBER 9, 2023

Building a data platform involves various approaches, each with its unique blend of complexities and solutions. In this post, we delve into a case study for a retail use case, exploring how the Data Build Tool (dbt) was used effectively within an AWS environment to build a high-performing, efficient, and modern data platform.

Data Warehouse 110

Data Warehouse Testing Data Quality Reporting 110

AWS Big Data

JANUARY 17, 2024

We recommend configuring AI/ML connectors to AWS AI and ML services (such as Amazon SageMaker or Amazon Bedrock ) or third-party alternatives. The first step is to choose Integrations in the navigation pane on the OpenSearch Service AWS console, which routes to a list of available integrations. Starting with version 2.9

Dashboards 101

Dashboards Data Processing Modeling Machine Learning 101

AWS Big Data

SEPTEMBER 28, 2023

EventBridge is a serverless event bus that ingests data from your own apps, software as a service (SaaS) apps, and AWS services and routes that data to targets. To make the integration between Kafka and EventBridge even smoother, AWS open-sourced the EventBridge Connector based on Apache Kafka. The AWS Cloud Development Kit (AWS CDK).

Data-driven 127

Data-driven Metrics Management Publishing 127

AWS Big Data

APRIL 17, 2024

The Powered by Amazon Redshift program helps AWS Partners operating an AaaS model quickly build analytics applications using Amazon Redshift and successfully scale their business. AWS Data Exchange provides their customers a secure and compliant way to subscribe to the data with consolidated billing and subscription management.

Data Warehouse 104

Data Warehouse Analytics Cost-Benefit Modeling 104

AWS Big Data

SEPTEMBER 25, 2023

Many AWS customers use Amazon EKS to execute their data workloads. Contentful is an AWS customer and AWS Partner Network (APN) partner. Contentful engaged Netlight , an APN consulting partner, to help set up a data platform to gather these insights. Initialize the project and create buckets Create a file main.tf

Consulting 99

Consulting Data Processing Software Management 99

CIO Business Intelligence

NOVEMBER 8, 2023

Building on its leadership in securing digital transformation, Zscaler has extended its Zero Trust Exchange platform to meet the needs of cloud workload security in multi-cloud environments. As per a recent study, around 39% of organizations have encountered cloud-based data breaches. 8 Complexity. Operational costs.

Cost-Benefit 134

Cost-Benefit Risk Digital Transformation Reporting 134

AWS Big Data

APRIL 8, 2024

Last week, we announced the general availability of the integration between Amazon DataZone and AWS Lake Formation hybrid access mode. In this post, we share how this new feature helps you simplify the way you use Amazon DataZone to enable secure and governed sharing of your data in the AWS Glue Data Catalog.

Finance 81

Finance Sales Publishing Metadata 81

AWS Big Data

DECEMBER 18, 2023

AWS Step Functions is a fully managed visual workflow service that enables you to build complex data processing pipelines involving a diverse set of extract, transform, and load (ETL) technologies such as AWS Glue , Amazon EMR , and Amazon Redshift. The following diagram illustrates the Step Functions workflow.

Metadata 123

Metadata Visualization Data Lake Data-driven 123

AWS Big Data

JANUARY 26, 2023

Although building Apache Flink applications is typically the responsibility of a data engineering team, automating the deployment and provisioning infrastructure as code (IaC) is usually owned by the platform (or DevOps) team. The application stack is deployed by the infrastructure CI/CD component using AWS CloudFormation.

Data Analytics 90

Data Analytics Analytics IoT Publishing 90

IBM Big Data Hub

NOVEMBER 27, 2023

That’s why we continue expanding the IBM and AWS collaboration, providing clients flexibility to build and govern their AI projects using the watsonx AI and data platform with AI assistants on AWS. next generation studio for AI builders will follow in early 2024, making the full watsonx platform available on AWS.

Consulting 79

Consulting Software Optimization Metrics 79

AWS Big Data

APRIL 24, 2024

Make sure you set up resources like your S3 bucket, VPC subnets, and EMR Studio in the same AWS Region. Complete the following steps to deploy these prerequisites: Launch the following AWS CloudFormation stack. Select I acknowledge that AWS CloudFormation might create IAM resources with custom names. Choose Next. Choose Submit.

Interactive 102

Interactive Visualization Big Data Management 102

CIO Business Intelligence

APRIL 25, 2024

This strategy alone — achieved with the DIY approach — was responsible for saving $300,000 when his team dug into expenses surrounding Google Cloud Platform log storage, resulting in his team moving the logs to a lower tier of cloud storage and rightsizing the data they retain to adhere to retention requirements.

Management 118

Management Optimization Strategy Enterprise 118

CIO Business Intelligence

MARCH 5, 2024

Notably, it requires all intermediaries and platforms to ensure that their systems — whether using generative AI or not — do not permit bias or discrimination or threaten the integrity of the electoral process. Email queries sent to Microsoft, AWS, Oracle and other model providers concerning the advisory went unanswered.

Testing 127

Testing Modeling Cost-Benefit Reporting 127

AWS Big Data

MARCH 29, 2024

AWS offers a broad selection of managed real-time data streaming services to effortlessly run these workloads at any scale. Experiencing business hyper-growth, Nexthink migrated to AWS to overcome the scaling limitations of on-premises solutions. This allows IT to evolve from reactive problem-solving to proactive optimization.

Cost-Benefit 95

Cost-Benefit Data-driven Metrics Management 95

AWS Big Data

MARCH 12, 2024

Background In late 2020, GoDaddy’s data platform initiated its AWS Cloud journey, migrating an 800-node Hadoop cluster with 2.5 This lift-and-shift approach facilitated a direct comparison between on-premises and cloud environments, ensuring a smooth transition to AWS pipelines, minimizing data validation issues and migration delays.

Cost-Benefit 97

Cost-Benefit Optimization Big Data Metrics 97

O'Reilly on Data

SEPTEMBER 15, 2021

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. As we’ll see later, cloud certifications (specifically in AWS and Microsoft Azure) were the most popular and appeared to have the largest effect on salaries. Salaries by Tool and Platform. What about Kafka?

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

CIO Business Intelligence

APRIL 26, 2024

That data is in the process of being unified on a multilayered platform that offers a variety of data services, including data ingestion, data management, data governance, and data security. The multilayered data platform will enable TransUnion’s customers to perform deep analytics and build complex AI models.

Modeling 103

Modeling IT Machine Learning Data Governance 103

AWS Big Data

MARCH 27, 2024

AWS has invested in a zero-ETL (extract, transform, and load) future so that builders can focus more on creating value from data, instead of having to spend time preparing data for analysis. An AWS Identity and Access Management (IAM) role with required policies and trust relationships.

Data Analytics 96

Data Analytics Analytics Data Warehouse Data Lake 96

AWS Big Data

OCTOBER 9, 2023

To address these challenges, organizations can turn to GraphQL and AWS Lake Formation. AWS AppSync is a service for creating GraphQL APIs that can query multiple databases, microservices, and APIs from one unified GraphQL endpoint. The example application described in this post was built by AWS Partner NETSOL Technologies.

Data Lake 124

Data Lake Testing Big Data Management 124

AWS Big Data

MARCH 27, 2024

It’s important to carefully estimate the initial sizing of the Redshift cluster, monitor resource usage closely, and consider setting service limits along with AWS Budget alerts to avoid unexpected expenditures. Getting started with AWS SCT is a straightforward process. Also, consider following the best practices for AWS SCT.

Testing 103

Testing Data Warehouse Metrics Cost-Benefit 103

AWS Big Data

OCTOBER 12, 2023

AWS Step Functions is a serverless orchestration service that enables developers to build visual workflows for applications as a series of event-driven steps. The integration between AWS Step Functions and Amazon EMR Serverless makes it easier to manage and orchestrate big data workflows.

Big Data 111

Big Data Data-driven Management Visualization 111

AWS Big Data

FEBRUARY 21, 2024

Towards the end of 2022, AWS announced the general availability of real-time streaming ingestion to Amazon Redshift for Amazon Kinesis Data Streams and Amazon Managed Streaming for Apache Kafka (Amazon MSK) , eliminating the need to stage streaming data in Amazon Simple Storage Service (Amazon S3) before ingesting it into Amazon Redshift.

Analytics 112

Analytics Management Data-driven Data Integration 112

AWS Big Data

NOVEMBER 1, 2023

November 2023: This post was reviewed and updated with the general availability of Multi-AZ deployments for provisioned RA3 clusters. A Multi-AZ deployment is intended for customers with mission-critical analytics applications that require the highest levels of resilience and availability. Originally published on December 9th, 2022.

Data Warehouse 98

Data Warehouse Snapshot Testing Management 98

AWS Big Data

MARCH 19, 2024

For data engineering workloads when AWS Glue is used in such a constrained network configuration, your team may sometimes face hurdles running many jobs simultaneously. Networking solutions can include options like private Network Address Translation (NAT) gateways , AWS PrivateLink , or self-managed NAT appliances to translate IP addresses.

Optimization 93

Optimization Data-driven Management Testing 93

Smart Data Collective

NOVEMBER 7, 2022

One of the best known options is Amazon Web Services (AWS). What is Amazon Web Services (AWS)? AWS is a collection of remote computing services (or web services). This collection constitutes a cloud computing platform. AWS Cloud is a suite of hosting products used by such services as Dropbox, Reddit, and others.

Enterprise 106

Enterprise Data Processing Cost-Benefit Snapshot 106

CIO Business Intelligence

MAY 12, 2022

Deployment. AWS SageMaker. Full integration with AWS, third-party marketplace, serverless options. Full integration with AWS, third-party marketplace, serverless options. Rapid Miner Platform. AWS SageMaker. Top predictive analytics tools compared. Highlights. Free Option. Open Source. Free trial.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137