AWS Big Data

APRIL 25, 2024

Additionally, it enables cost optimization by aligning resources with specific use cases, making sure that expenses are well controlled. In the second account, Amazon MWAA is hosted in one VPC and Redshift Serverless in a different VPC, which are connected through VPC peering. secretsmanager ). redshift-serverless.amazonaws.com:5439?

Metadata 106

Metadata Data Processing Management Testing 106

Cloudera

JANUARY 19, 2024

It can help you to create, edit, optimize, fix, and succinctly summarize queries using natural language. This will expand the SQL AI toolbar with buttons to generate, edit, explain, optimize and fix SQL statements. After using edit, optimize, or fix, a preview shows the original query and the modified query differences.

Data Warehouse 72

Data Warehouse Data Processing Optimization Modeling 72

AWS Big Data

MARCH 29, 2024

Analyzing historical patterns allows you to optimize performance, identify issues proactively, and improve planning. An AWS Glue crawler scans data on the S3 bucket and populates table metadata on the AWS Glue Data Catalog. All of the resources are defined in a sample AWS Cloud Development Kit (AWS CDK) template.

Metrics 107

Metrics Visualization Dashboards Interactive 107

IBM Big Data Hub

MARCH 29, 2024

Monitoring and optimizing application performance is important for software developers and enterprises at large. Yet, this data isn’t worth much without the right tools for monitoring, optimizing, storing and—crucially—putting the data into context. Logs help monitor the overall health of an application ecosystem.

Metrics 76

Metrics Visualization Measurement Optimization 76

Ontotext

FEBRUARY 21, 2024

The examples below use OpenAI’s ChatGPT, but they can be applied against other LLM chatbots, including self-hosted ones. Optimizing query flexibility : Building flexible queries requires a rich model. How Ontotext uses RAG We build on top of our products GraphDB and Ontotext Metadata Studio to develop a content enrichment system.

Knowledge Discovery 64

Knowledge Discovery Technology Metadata Data-driven 64

AWS Big Data

DECEMBER 21, 2023

In this post, we show how smava optimized their data platform by using Amazon Redshift Serverless and Amazon Redshift data sharing to overcome right-sizing challenges for unpredictable workloads and further improve price-performance. The following diagram shows the high-level data platform architecture before the optimizations.

Data Lake 91

Data Lake Data Warehouse Data-driven B2B 91

IBM Big Data Hub

NOVEMBER 3, 2023

After careful consideration, you’ve decided that employing an Ingress Controller — specifically an ALB — is the optimal choice to serve as the API gateway for your team’s requirements. v1 kind: Ingress metadata: annotations: kubernetes.io/ingress.class: Set up the domain for your Ingress host.

Data Processing 70

Data Processing Metadata Management Testing 70

Ontotext

DECEMBER 1, 2023

Atanas Kiryakov presenting at KGF 2023 about Where Shall and Enterprise Start their Knowledge Graph Journey Only data integration through semantic metadata can drive business efficiency as “it’s the glue that turns knowledge graphs into hubs of metadata and content”.

Metadata 78

Metadata Sales Consulting Enterprise 78

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. SQL optimization provides helpful analogies, given how SQL queries get translated into query graphs internally , then the real smarts of a SQL engine work over that graph. On deck this time ’round the Moon: program synthesis. SQL and Spark.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

AWS Big Data

JULY 20, 2023

This data is sent to Apache Kafka, which is hosted on Amazon Managed Streaming for Apache Kafka (Amazon MSK). Determining optimal table partitioning Determining optimal partitioning for each table is very important in order to optimize query performance and minimize the impact on teams querying the tables when partitioning changes.

Data Lake 89

Data Lake Analytics Snapshot Optimization 89

AWS Big Data

NOVEMBER 22, 2023

These statistics are now integrated with the cost-based optimizers (CBO) of Amazon Athena and Amazon Redshift Spectrum , resulting in improved query performance and potential cost savings. The data lake performance optimization is especially important for queries with multiple joins and that is where cost-based optimizers helps the most.

Statistics 103

Statistics Data Lake Optimization Data-driven 103

Alation

JUNE 21, 2022

Optimizing cloud storage is a core challenge for many enterprises today. Hosting an entire data environment in the cloud is costly and unsustainable. Our investment with Alation will allow HPE’s customers to surface rich metadata information from their data assets and utilize it to deliver increased value to their customers.”

Digital Transformation 52

Digital Transformation Metadata Cost-Benefit Data Governance 52

AWS Big Data

MAY 16, 2024

With the new REST API, you can now invoke DAG runs, manage datasets, or get the status of Airflow’s metadata database, trigger, and scheduler—all without relying on the Airflow web UI or CLI. Args: region (str): AWS region where the MWAA environment is hosted. Args: region (str): AWS region where the MWAA environment is hosted.

Testing 91

Testing Interactive Metrics Management 91

Cloudera

APRIL 21, 2022

(Remember, a pedabyte of data is roughly equivalent to 500 billion pages of standard printed text) A solution was needed to backstop those never-ending streams of data into a single, universally available platform, using advanced analytics powered by machine learning optimized for a cloud service. These are constants in the massive system.

Metadata 86

Metadata Informatics Insurance Data Processing 86

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. Cold storage is optimized to store infrequently accessed or historical data. Organizations often need to manage a high volume of data that is growing at an extraordinary rate.

Data Lake 115

Data Lake Analytics Dashboards Metrics 115

Smart Data Collective

APRIL 14, 2021

Tableau is the right tool for creating rich, in-depth analytics or dashboards that can be optimized for tablets, phones, and desktops. it offers data connectors, visualization layers, and hosting all in one package, making it ideal for teams that are data-driven with limited resources.

Business Intelligence 132

Business Intelligence Dashboards Visualization Big Data 132

IBM Big Data Hub

JULY 17, 2023

.” Sean Im, CEO, Samsung SDS America “In the field of generative AI and foundation models, watsonx is a platform that will enable us to meet our customers’ requirements in terms of optimization and security, while allowing them to benefit from the dynamism and innovations of the open-source community.”

Machine Learning 62

Machine Learning Data Warehouse Modeling Cost-Benefit 62

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

Cloudera

NOVEMBER 22, 2021

Limited flexibility to use more complex hosting models (e.g., Increased integration costs using different loose or tight coupling approaches between disparate analytical technologies and hosting environments. public, private, hybrid cloud)?

Data Processing 92

Data Processing Data Warehouse Enterprise Visualization 92

Cloudera

MAY 6, 2021

Infrastructure Cost Optimization. Infrastructure Optimization . Infrastructure Optimization. Replication Manager: A mechanism that helps migrating workloads between clouds and form factors (CDP Private and Public Cloud) and metadata with minimal effort. Germany (Primary Market) . North America (US East Region).

Strategy 91

Strategy Cost-Benefit Optimization Risk 91

AWS Big Data

MARCH 26, 2024

Profile aggregation – When you’ve uniquely identified a customer, you can build applications in Managed Service for Apache Flink to consolidate all their metadata, from name to interaction history. Alternatively, you can build identity graphs using Amazon Neptune for a single unified view of your customers.

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

Cloudera

MAY 12, 2021

2020 saw us hosting our first ever fully digital Data Impact Awards ceremony, and it certainly was one of the highlights of our year. Use cases could include but are not limited to: predictive maintenance, log data pipeline optimization, connected vehicles, industrial IoT, fraud detection, patient monitoring, network monitoring, and more.

Digital Transformation 68

Digital Transformation Machine Learning Optimization Data Lake 68

Cloudera

JANUARY 21, 2021

By separating the compute, the metadata, and data storage, CDW dynamically adapts to changing workloads and resource requirements, speeding up deployment while effectively managing costs – while preserving a shared access and governance model. CDW implements a true win-win architecture, for all stakeholders’ and all data involved.

Data Lake 93

Data Lake Data Warehouse IT Analytics 93

AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift delivers on that needed performance through a number of mechanisms such as caching, automated data model optimization, and automated query rewrites. String-optimized compression The Data Vault 2.0 You can use this mechanism to optimize merge operations while still making the data accessible from within Amazon Redshift.

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. While this approach provides isolation, it creates another significant challenge: duplication of data, metadata, and security policies, or ‘split-brain’ data lake.

Metadata 86

Metadata Data Lake Optimization Strategy 86

CIO Business Intelligence

JUNE 14, 2023

When adding more storage nodes, it is important to ensure that the capacity addition is more optimal and efficient. This can be achieved by utilizing dense storage nodes and implementing fault tolerance and resiliency measures for managing such a large amount of data. Focus on scalability.

Unstructured Data 62

Unstructured Data IT Manufacturing Visualization 62

Alation

FEBRUARY 20, 2020

What the mapping is of technical metadata to business descriptions. Alation Connect synchronizes metadata, sample data, and query logs into the Alation Data Catalog. All connections allow for Alation Data Catalog to automatically inventory & catalog queries and these engines may be hosted and operated on-premise or in the cloud.

Metadata 52

Metadata Enterprise Data Processing Data Architecture 52

AWS Big Data

MARCH 9, 2023

Additionally, there are major rewrites to deliver developer-focused improvements, including static type checking, enhanced runtime validation, strong consistency in call patterns, and optimized event chaining. The following eventNames and eventCodes are returned as part of the onChange callback when there is a change in the SDK code status.

Slice and Dice 82

Slice and Dice Dashboards Analytics Interactive 82

Ontotext

NOVEMBER 22, 2020

Businesses wanted a way to make pie and not an in-depth understanding of forward-chaining, inferential explosion or SPARQL optimizations. Content Enrichment and Metadata Management. The value of metadata for content providers is well-established.

Metadata 72

Metadata Cost-Benefit Unstructured Data Technology 72

CIO Business Intelligence

JUNE 9, 2022

It integrates data across a wide arrange of sources to help optimize the value of ad dollar spending. Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed. Along the way, metadata is collected, organized, and maintained to help debug and ensure data integrity.

Management 136

Management Advertising Data Lake Sales 136

CIO Business Intelligence

SEPTEMBER 22, 2023

It integrates data across a wide arrange of sources to help optimize the value of ad dollar spending. Its cloud-hosted tool manages customer communications to deliver the right messages at times when they can be absorbed. Along the way, metadata is collected, organized, and maintained to help debug and ensure data integrity.

Management 96

Management Advertising Data Lake Sales 96

datapine

SEPTEMBER 29, 2022

It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. This is essential to measure and optimize this time, as it has many repercussions on the success of a business. Metadata management: Good data quality control starts with metadata management.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

JANUARY 22, 2024

Data as a product Treating data as a product entails three key components: the data itself, the metadata, and the associated code and infrastructure. For orchestration, they use the AWS Cloud Development Kit (AWS CDK) for infrastructure as code (IaC) and AWS Glue Data Catalogs for metadata management.

Data-driven 87

Data-driven Advertising Metadata Data Architecture 87

AWS Big Data

JULY 26, 2023

This enables you to process a user’s query to find the closest vectors and combine them with additional metadata without relying on external data sources or additional application code to integrate the results. You can choose to host your collection on a public endpoint or within a VPC.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Cloudera

NOVEMBER 12, 2020

Burst to Cloud not only relieves pressure on your data center, but it also protects your VIP applications and users by giving them optimal performance without breaking your bank. Today, it is nearly impossible for IT departments to know if a particular workload is optimal to move from on-premises to the cloud.

Data Warehouse 103

Data Warehouse Reporting Risk Cost-Benefit 103

AWS Big Data

MARCH 13, 2024

This method uses GZIP compression to optimize storage consumption and query performance. The Data Catalog provides metadata that allows analytics applications using Athena to find, read, and process the location data stored in Amazon S3. Athena is used to run geospatial queries on the location data stored in the S3 buckets. Choose Run.

Analytics 96

Analytics IoT Metadata Internet of Things 96

Cloudera

MAY 18, 2021

Infrastructure cost optimization by enabling container-based scalability for compute resources based on processing load and by leveraging object storage that has lower price point than compute-attached storage. that optimizes autoscaling for compute resources compared to the efficiency of VM-based scaling. .

Cost-Benefit 85

Cost-Benefit Data-driven Machine Learning Data Warehouse 85