AWS Big Data

NOVEMBER 9, 2023

dbt enables you to write SQL select statements, and then it manages turning these select statements into tables or views in Amazon Redshift. Queues and topics – Queues and topics come from various integration applications that generate data in real time.

Data Warehouse 103

Data Warehouse Testing Data Quality Reporting 103

AWS Big Data

MARCH 25, 2024

We discuss the value of AWS data streaming services such as Amazon Managed Streaming for Apache Kafka (Amazon MSK), Amazon Kinesis Data Streams , Amazon Managed Service for Apache Flink , and Amazon Kinesis Data Firehose in building generative AI applications.

Data Lake 88

Data Lake Unstructured Data Management Modeling 88

AWS Big Data

SEPTEMBER 13, 2023

To address these issues effectively, we propose using Amazon Managed Streaming for Apache Kafka (Amazon MSK), a fully managed Apache Kafka service that offers a seamless way to ingest and process streaming data. Following the data processing, the streaming job stores data in Amazon S3 and generates a Data Catalog table.

Management 89

Management Data Processing Interactive Metadata 89

AWS Big Data

JANUARY 10, 2024

Amazon Managed Service for Apache Flink is a fully managed service that reduces the complexity of building and managing Apache Flink applications. Amazon Managed Service for Apache Flink manages the underlying Apache Flink components that provide durable application state, metrics, logs, and more.

Metrics 97

Metrics Management Snapshot IT 97

AWS Big Data

SEPTEMBER 28, 2023

In EDAs, modern event brokers, such as Amazon EventBridge and Apache Kafka, play a key role to publish and subscribe to events. There are two ways to send events from Apache Kafka to EventBridge: the preferred method using Amazon EventBridge Pipes or the EventBridge sink connector for Kafka Connect.

Data-driven 122

Data-driven Metrics Management Publishing 122

AWS Big Data

JANUARY 30, 2023

In April 2022, Amazon Managed Streaming for Apache Kafka (Amazon MSK) launched an exciting new capability, Amazon MSK Serverless. Amazon MSK is a fully managed service for Apache Kafka that makes it easier for developers to build and run highly available, secure, and scalable applications based on Apache Kafka.

Management 86

Management Optimization Data Processing IT 86

AWS Big Data

AUGUST 31, 2023

Amazon Redshift is a fast, fully managed, cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. Amazon S3 Event Notifications is an Amazon S3 feature that you can enable in order to receive notifications when specific events occur in your S3 bucket.

Data Warehouse 81

Data Warehouse Data-driven Testing Business Intelligence 81

AWS Big Data

MAY 17, 2023

Customers are adopting Amazon Managed Service for Apache Kafka (Amazon MSK) as a fast and reliable streaming platform to build their enterprise data hub. In addition to streaming capabilities, setting up Amazon MSK enables organizations to use a pub/sub model for data distribution with loosely coupled and independent components.

Management 88

Management Data-driven Publishing Data Processing 88

AWS Big Data

AUGUST 9, 2023

Similarly, in a serverless paradigm, application logs in Amazon CloudWatch are sourced from a variety of participating services, and traversing the lineage across logs can also present challenges. We have used an SNS topic for routing both success and failure states for the Lambda-based tasks.

Data Lake 86

Data Lake Metrics Testing Cost-Benefit 86

AWS Big Data

NOVEMBER 27, 2023

Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. Today, we’re excited to bring the benefits of Graviton3 to Kafka workloads, with Amazon MSK now offering M7g instances for new MSK provisioned clusters.

Cost-Benefit 95

Cost-Benefit Optimization Management Testing 95

AWS Big Data

APRIL 3, 2024

Transactional data lakes built on AWS and Snowflake Snowflake provides various integrations for Iceberg tables with multiple storage options, including Amazon S3 , and multiple catalog options, including AWS Glue Data Catalog and Snowflake. Advantages of Apache Iceberg Apache Iceberg is a distributed, community-driven, Apache 2.0-licensed,

Data Lake 93

Data Lake Snapshot Metadata Data Architecture 93

AWS Big Data

MARCH 8, 2024

Amazon OpenSearch Serverless focuses on delivering seamless scalability and management of search workloads; Amazon OpenSearch Ingestion complements this by providing a robust solution for anomaly detection on indexed data. If validation fails, refer to Troubleshooting Amazon OpenSearch Service for troubleshooting and guidance.

Data Processing 97

Data Processing Risk Management Machine Learning Big Data 97

AWS Big Data

APRIL 3, 2024

Today, we are pleased to announce that Amazon DataZone is now able to present data quality information for data assets. Amazon DataZone now integrates directly with AWS Glue to display data quality scores for AWS Glue Data Catalog assets. Amazon DataZone data assets can be updated at varying frequencies.

Data Quality 87

Data Quality Visualization Metadata Metrics 87

AWS Big Data

JUNE 19, 2023

In Part 1 of this two-part series, we discussed the concepts of how to enforce Kafka quotas in Amazon Managed Streaming for Apache Kafka (Amazon MSK) clusters while using AWS Identity and Access Management (IAM) access control. Create Topic-B on the MSK cluster. Create IAM roles for the client applications to access Topic-B.

Metrics 73

Metrics Management Testing Publishing 73

AWS Big Data

NOVEMBER 13, 2023

Amazon MSK Serverless is a cluster type for Amazon Managed Streaming for Apache Kafka (Amazon MSK) that is the most straightforward way to run Apache Kafka clusters without having to manage compute and storage capacity. In this post, we show how you can make these code changes by using the provided code libraries and examples.

Cost-Benefit 76

Cost-Benefit Management Optimization Consulting 76

CIO Business Intelligence

OCTOBER 20, 2023

The certification covers high-level topics such as the information systems auditing process, governance and management of IT, operations and business resilience, and IS acquisition, development, and implementation. According to PayScale, the average annual salary for CISA certified IT pros is $114,000 per year.

IT 137

IT Consulting Testing IoT 137

AWS Big Data

MARCH 7, 2024

For example, application logs and traces from web applications can be collected directly in a data lake, and a portion of that data can be moved out to a log analytics store like Amazon OpenSearch Service for daily analysis. UltraWarm nodes use Amazon S3 with related caching solutions to improve performance.

Data Lake 111

Data Lake Analytics Dashboards Metrics 111

AWS Big Data

FEBRUARY 28, 2024

Today, we are launching Terraform support for Amazon OpenSearch Ingestion. OpenSearch Ingestion is a fully managed, serverless data collector that delivers real-time log, metric, and trace data to Amazon OpenSearch Service domains and Amazon OpenSearch Serverless collections. Terraform installed on your local machine.

Metrics 65

Metrics Management Software Testing 65

AWS Big Data

NOVEMBER 21, 2023

Amazon OpenSearch Ingestion is a fully managed, serverless pipeline that delivers real-time log, metric, and trace data to Amazon OpenSearch Service domains and OpenSearch Serverless collections. Customers use Amazon OpenSearch Ingestion pipelines to ingest data from a variety of data sources, both pull-based and push-based.

Metrics 92

Metrics Management Technology IT 92

AWS Big Data

FEBRUARY 27, 2024

Amazon OpenSearch Serverless is an on-demand auto scaling configuration for Amazon OpenSearch Service. We recently introduced a feature with Amazon OpenSearch Ingestion (OSI) to make this migration even more effortless. About the Authors Muthu Pitchaimani is a Search Specialist with Amazon OpenSearch Service.

Metadata 93

Metadata Data Processing Dashboards IoT 93

AWS Big Data

MARCH 18, 2024

Amazon Managed Service for Apache Flink , which offers a fully managed, serverless experience in running Apache Flink applications, now supports Apache Flink 1.18.1 , the latest version of Apache Flink at the time of writing. This connector is compatible with Amazon OpenSearch Service provisioned and OpenSearch Service Serverless.

Management 98

Management Snapshot Broadcasting Optimization 98

AWS Big Data

NOVEMBER 15, 2023

Innovation Talks Several Innovation Talks will provide insights into data topics. Swami Sivasubramanian, VP of Data and AI at AWS, keynotes Wednesday, November 29, from 8:30 AM – 10:30 AM on using company data to build differentiated generative AI applications that can unlock new levels of productivity and creativity across the organization.

Broadcasting 111

Broadcasting Recreation/Entertainment Data Governance Strategy 111

AWS Big Data

APRIL 28, 2023

You can now use Amazon Managed Streaming for Apache Kafka (Amazon MSK) multi-VPC private connectivity (powered by AWS PrivateLink ) and cluster policy support for MSK clusters to simplify connectivity of your Kafka clients to your brokers. It also shows how to define a cluster policy for your MSK clusters.

Management 91

Management Cost-Benefit Data Processing Consulting 91

AWS Big Data

OCTOBER 25, 2023

Operational analytics is a popular use case with Amazon OpenSearch Service. Until now, customers were building external ingestion systems with the Amazon Kinesis family of services, Amazon Simple Queue Service (Amazon SQS), AWS Lambda , custom code, and other similar solutions.

Analytics 119

Analytics Data Processing Optimization Metrics 119

Smart Data Collective

AUGUST 17, 2022

You can safely use an Apache Kafka cluster for seamless data movement from the on-premise hardware solution to the data lake using various cloud services like Amazon’s S3 and others. It is because you usually see Kafka producers publish data or push it towards a Kafka topic so that the application can consume the data.

Data Lake 109

Data Lake Insurance Data-driven Data Processing 109

datapine

SEPTEMBER 27, 2022

These businesses include eBay, Autotrader, and Amazon. In other words, “Sams Teach Yourself SQL in 10 Minutes” teaches the parts of SQL you need to know: starting with simple data retrieval and quickly going on to more complex topics including the use of SQL joins , subqueries, stored procedures, cursors, triggers, and table constraints.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

AWS Big Data

JUNE 14, 2023

In the second post of the series, we discussed some core concepts of the Amazon Managed Streaming for Apache Kafka (Amazon MSK) tiered storage feature and explained how read and write operations work in a tiered storage enabled cluster. With tiered storage, some consumer groups might be consuming from remote.

Metrics 82

Metrics Cost-Benefit Testing Optimization 82

Smarten

JUNE 7, 2023

Knowledgebase Articles Performance and Tuning : Managing IO Throughput for EFS on an Amazon EC2 Instance Teamup : Configure TeamUp Installation & Deployment : Bypassing Smarten executable files from Antivirus Scan Predictive Use cases Customer Churn model using Smarten Assisted Predictive Modelling Handling Multicollinearity using Smarten Augmented (..)

Predictive Modeling 73

Predictive Modeling Modeling Reporting Management 73

AWS Big Data

JUNE 23, 2023

An Amazon EventBridge rule filters the CloudTrail events and invokes an AWS Lambda function to inspect the CreateSession event. If the session was stopped, an email is sent to an SNS topic. Therefore, additional context information is provided through the SNS topic to the data engineers.

Interactive 72

Interactive Testing Machine Learning Management 72

AWS Big Data

MARCH 8, 2023

The post demonstrates how to build an end-to-end CDC using Amazon MSK Connect , an AWS managed service to deploy and run Kafka Connect applications and AWS Glue Schema Registry, which allows you to centrally discover, control, and evolve data stream schemas. We build and deploy the Debezium connector and the Amazon S3 sink using MSK Connect.

Data-driven 74

Data-driven Testing Data Processing Management 74

Data Science 101

SEPTEMBER 28, 2019

Amazon and Coursera have teamed up to create Getting Started with AWS Machine Learning. Topics covered are: Machine Learning. Amazon Sagemaker. Computer Vision. Happy Learning!

Machine Learning 105

Machine Learning Data Science 105

CIO Business Intelligence

MAY 26, 2023

The certification exam covers topics such as threats, attacks, vulnerabilities, risk management, architecture and design, technology and tools, cryptography and PKI, and identity and access management. The exam covers networking topics such as configuring, managing, maintaining, implementing, troubleshooting, and securing functional networks.

IT 123

IT Reporting Risk Consulting 123

Smart Data Collective

FEBRUARY 20, 2022

AWS (Amazon Web Services), the comprehensive and evolving cloud computing platform provided by Amazon, is comprised of infrastructure as a service (IaaS), platform as a service (PaaS) and packaged software as a service (SaaS). With its wide array of tools and convenience, AWS has already become a popular choice for many SaaS companies.

Cost-Benefit 115

Cost-Benefit Data Lake Software Machine Learning 115

O'Reilly on Data

JANUARY 16, 2024

I’m personally interested in this topic since I am a professor who researches human-computer interaction, user experience design, and cognitive science , so AI voice interfaces are fascinating to me. That in turn got me curious about the concept of syndication in the television business, so ChatGPT dived more into this topic.

Interactive 183

Interactive Recreation/Entertainment Visualization IT 183

AWS Big Data

MAY 25, 2023

Amazon CloudWatch metrics are also a great way to monitor your AWS Glue environment by creating alarms for certain metrics like average CPU or memory usage. To learn more about how to use CloudWatch metrics with AWS Glue, refer to Monitoring AWS Glue using Amazon CloudWatch metrics.

Reporting 68

Reporting Metrics Optimization Data Lake 68

Ontotext

MARCH 13, 2024

Let’s open a document about making GraphDB available on the Amazon Web Services Marketplace. We also see that they are ordered by relevance and, not surprisingly, Amazon Web Services is the highest relevant concept followed by GraphDB. This is graph-based tagging, so the mentions are not just keywords.

Marketing 72

Marketing Knowledge Discovery Metadata Data-driven 72

AWS Big Data

MARCH 27, 2023

In this post, we demonstrate how Amazon Athena , Amazon QuickSight , and Confluent work together to enable visualization of data streams in near-real time. Enriching data with reference data in another data store With ksqlDB queries, the source and destination are always Kafka topics.

Visualization 74

Visualization Data Lake Interactive Data-driven 74