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

AWS Big Data

MARCH 9, 2023

Amazon QuickSight is a fully managed, cloud-native business intelligence (BI) service that makes it easy to connect to your data, create interactive dashboards and reports, and share these with tens of thousands of users, either within QuickSight or embedded in your application or website. SDK Feature overview The QuickSight SDK v2.0

Slice and Dice 82

Slice and Dice Dashboards Analytics Interactive 82

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”.

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Metadata Sales Consulting Enterprise 78

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.

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Metadata Cost-Benefit Enterprise Interactive 124

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. Software writes Software?

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

AWS Big Data

NOVEMBER 16, 2023

Performance It is not uncommon for sub-second SLAs to be associated with data vault queries, particularly when interacting with the business vault and the data marts sitting atop the business vault. String-optimized compression The Data Vault 2.0 Support of transactional data lake frameworks Data Vault 2.0 is an insert-only framework.

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. When a mix of batch, interactive, and data serving workloads are added to the mix, the problem becomes nearly intractable. Noisy Neighbors in Large, Multi-Tenant Clusters.

Metadata 86

Metadata Data Lake Optimization Strategy 86

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 63

Machine Learning Data Warehouse Modeling Cost-Benefit 63

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. Only 12% of IT decision-makers report that their organizations interact with data across the full analytics lifecycle. Focus on scalability. Evaluate data across the full lifecycle.

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

bridgei2i

MARCH 3, 2021

In this episode of the AI to Impact Podcast, host Pavan Kumar speaks to Prinkan Pal about the evolution of data engineering and ML-operations from a closed team into a tech consulting unit. I’m your host – Pawan Kumar. Episode 4: Unlocking the Value of Enterprise AI with Data Engineering Capabilities. Pavan: Okay.

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Enterprise Digital Transformation Data-driven Interactive 98

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. from the business interactions), but if not available, then through confirmation techniques of an independent nature. 2 – Data profiling. This is definitely not in line with reality.

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Data Quality Metrics Data-driven Management 241

AWS Big Data

JULY 26, 2023

Using augmented ML search and generative AI with vector embeddings Organizations across all verticals are rapidly adopting generative AI for its ability to handle vast datasets, generate automated content, and provide interactive, human-like responses. You can choose to host your collection on a public endpoint or within a VPC.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

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.

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Analytics IoT Metadata Internet of Things 96

AWS Big Data

MARCH 10, 2023

Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. The transformed zone is an enterprise-wide zone to host cleaned and transformed data in order to serve multiple teams and use cases. Data can be organized into three different zones, as shown in the following figure.

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Data Lake Sales Data Warehouse Snapshot 104

AWS Big Data

FEBRUARY 2, 2023

Since its launch in 2006, Amazon Simple Storage Service (Amazon S3) has experienced major growth, supporting multiple use cases such as hosting websites, creating data lakes, serving as object storage for consumer applications, storing logs, and archiving data.

Reporting 89

Reporting Data Lake Management Optimization 89

Jet Global

FEBRUARY 23, 2024

ETL helps collect, optimize, and store data for better reporting and real-time analysis. An on-premise solution provides a high level of control and customization as it is hosted and managed within the organization’s physical infrastructure, but it can be expensive to set up and maintain.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52

Cloudera

SEPTEMBER 1, 2020

With HDFS, Solr servers are essentially stateless, so host failures have minimal consequences. The dashboard applications in HUE use standard Solr APIs and can interact with data indexed and stored in HDFS. Coordinates distribution of data and metadata, also known as shards. Get your DDE instance up and running.

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Snapshot Unstructured Data Dashboards Interactive 68

AWS Big Data

AUGUST 28, 2023

By converting logs and events using Open Cybersecurity Schema Framework , an open standard for storing security events in a common and shareable format, Security Lake optimizes and normalizes your security data for analysis using your preferred analytics tool. For sts_role_arn , enter the ARN of pipeline-role. Set region as us-east-1.

Dashboards 52

Dashboards Visualization Metadata Management 52

Domino Data Lab

SEPTEMBER 9, 2019

We can compare open source licenses hosted on the Open Source Initiative site: In [11]: lic = {} ?lic["mit"] Here’s an interactive visualization for understanding texts: scattertext , a product of the genius of Jason Kessler. metadata=convention_df["speaker"]? ). return "n" join(buf)?. sys.exit(-1).

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

Jet Global

MAY 1, 2023

As rich, data-driven user experiences are increasingly intertwined with our daily lives, end users are demanding new standards for how they interact with their business data. Embedded Analytics Drive Successful Consumer Applications Consumer web applications have transformed how people use and interact with data.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. For a time, I believed simulation was more useful a capability than optimization, at the time that larger firms were seeking optimization solutions. We cannot of course forget metadata management tools, of which there are many different. Do you play SimCity?

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52