Octopai

AUGUST 8, 2023

Battle Creek, Michigan — July 18, 2023 — Octopai, a global leader in data lineage and business intelligence automation, and Demand Chain AI, a pioneer in AI-driven demand forecasting and supply chain optimization, have today announced a strategic partnership.

Digital Transformation 52

Digital Transformation Metadata Forecasting Data-driven 52

Ontotext

JANUARY 29, 2024

In 2023, data leaders and enthusiasts were enamored of — and often distracted by — initiatives such as generative AI and cloud migration. LLMs can optimize several tasks, such as updating taxonomies, classifying entities, and extracting new properties and relationships from unstructured data.

Strategy 52

Strategy Management Metadata Data-driven 52

AWS Big Data

MAY 31, 2024

This encompasses tasks such as integrating diverse data from various sources with distinct formats and structures, optimizing the user experience for performance and security, providing multilingual support, and optimizing for cost, operations, and reliability. Based on metadata, content is returned from Amazon S3 to the user.

Metadata 107

Metadata Management Testing Data-driven 107

Cloudera

JUNE 7, 2023

Subsequent to the ZTMM release, CISA issued a request for comment, which has led to the revised version 2 of the ZTMM in April 2023 , as “commenters requested additional guidance and space to evolve along the maturity model,” according to CISA. How does Cloudera support the evolution to optimal?

Metadata 83

Metadata Data Lake Optimization Modeling 83

CIO Business Intelligence

FEBRUARY 14, 2024

Introduce gen AI capabilities without thinking about data hygiene, he warns, and people will be disillusioned when they haven’t done the pre work to get it to perform optimally. At the beginning of 2023, Gartner reported only 15% of organizations already have data storage management solutions that classify and optimize data.

IT 141

IT Metadata Data-driven Management 141

AWS Big Data

MARCH 2, 2023

Apache Iceberg is an open table format for very large analytic datasets, which captures metadata information on the state of datasets as they evolve and change over time. Apache Iceberg addresses customer needs by capturing rich metadata information about the dataset at the time the individual data files are created.

Data Lake 118

Data Lake Data Processing Metadata Snapshot 118

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 113

Data Lake Analytics Dashboards Metrics 113

CIO Business Intelligence

SEPTEMBER 18, 2023

Overall, Network Alpha Factory, which earned Verizon a 2023 US CIO 100 Award for IT innovation and leadership , promises to bring operational costs down for all customers, Singh says. Tools to facilitate the migration process from legacy network architectures to 5G, and eventually 6G, are critical to operators.

Data mining 97

Data mining Testing Metadata Enterprise 97

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. Looking at the Skewness Job per Job visualization, there was spike on November 1, 2023.

Metrics 105

Metrics Visualization Dashboards Interactive 105

Ontotext

MARCH 15, 2024

Such a setting gives us a set of advantages over NER as it generally solves a simpler optimization problem (number of token classes in NER is at least twice as large as the number of entity types) and therefore requires less data to train. As for the biomedical domain, one of the datasets that was created similarly to SQuAD is BioASQ.

Modeling 59

Modeling Metadata Testing Optimization 59

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 Data Catalog provides a central location to govern and keep track of the schema and metadata. For example, from 2023/02/20 14:40:41 to 2023-02-20 14:40:41.000 UTC.

Data Lake 102

Data Lake Sales Data Warehouse Snapshot 102

IBM Big Data Hub

SEPTEMBER 20, 2022

This is where technology such as IBM FactSheets , can help by reducing the manual labor needed to capture metadata and other facts about a model across stages of the AI lifecycle. Critically, you can automate the capture of metadata from each data set and model and keep it in a central catalog.

Metadata 56

Metadata Machine Learning Data-driven Modeling 56

AWS Big Data

NOVEMBER 6, 2023

If you have variables or connections as top-level code (code outside the operator’s execute methods), a request is generated every time the DAG file is parsed, impacting parsing speed and leading to sub-optimal performance in the DAG file processing. The following diagram describes the process. Set up a new Apache Airflow v2.7.2

Metrics 103

Metrics Metadata Snapshot Management 103

AWS Big Data

AUGUST 23, 2023

Since its release in January 2021, the OpenSearch project has released 14 versions through June 2023. In this post, we provide a review of all the exciting features releases in OpenSearch Service in the first half of 2023. OpenSearch Serverless optimizes resource use depending on the type you set. in OpenSearch Service).

Snapshot 95

Snapshot Dashboards Visualization Metrics 95

Timo Elliott

NOVEMBER 30, 2022

My role was to talk about the trends and opportunities for 2023, for customers, SAP, and our partners. And it’s not just a technology vision — it’s also about how organizations have to rethink how they optimize business processes, business capabilities, and the business ecosystem. Business Process Optimization.

Recreation/Entertainment 98

Recreation/Entertainment Metadata Data Warehouse Cost-Benefit 98

AWS Big Data

NOVEMBER 29, 2023

At AWS re:Invent 2023, we introduced more performance enhancements in query planning and execution such as enhanced bloom filters , query rewrites, and support for write operations in auto scaling. At AWS re:Invent 2023, we extended data sharing capabilities to launch multi-data warehouse writes in preview.

Data Warehouse 101

Data Warehouse Data Lake Analytics Machine Learning 101

AWS Big Data

JUNE 22, 2023

If you simply run queries without considering the optimal data layout on Amazon S3, it results in a high volume of data scanned, long-running queries, and increased cost. Partitioning is a common technique to lay out your data optimally for distributed analytics engines. Therefore, it only scans the file file1_example.json.

Metadata 80

Metadata Management Recreation/Entertainment Optimization 80

Cloudera

FEBRUARY 8, 2024

Queries containing joins, filters, projections, group-by, or aggregations without group-by can be transparently rewritten by the Hive optimizer to use one or more eligible materialized views. The snapshotId of the source tables involved in the materialized view are also maintained in the metadata.

Snapshot 91

Snapshot Metadata Cost-Benefit Data Warehouse 91

CIO Business Intelligence

AUGUST 15, 2023

2023 has been a break-out year for generative AI technology, as tools such as ChatGPT graduated from lab curiosity to household name. July 2023 Microsoft adds Copilot abilities to Dynamics 365 suite Microsoft will roll out its Copilot generative AI assistant across more of its products.

Software 96

Software Enterprise Sales Visualization 96

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. This property is set to true by default. AIMD is supported for Amazon EMR releases 6.4.0 cluster with installed applications Hadoop 3.3.3,

Data Lake 85

Data Lake Snapshot Metadata Optimization 85

AWS Big Data

NOVEMBER 15, 2023

BMW Group uses 4,500 AWS Cloud accounts across the entire organization but is faced with the challenge of reducing unnecessary costs, optimizing spend, and having a central place to monitor costs. The ultimate goal is to raise awareness of cloud efficiency and optimize cloud utilization in a cost-effective and sustainable manner.

Dashboards 95

Dashboards Analytics Metadata Data Warehouse 95

AWS Big Data

JUNE 12, 2024

The OpenSearch Ingestion feature of OpenSearch Service introduced in April 2023 makes ingesting and processing petabyte-scale data into OpenSearch Service straightforward. Amazon SQS receives an Amazon S3 event notification as a JSON file with metadata such as the S3 bucket name, object key, and timestamp.

Dashboards 91

Dashboards Visualization Sales IoT 91

AWS Big Data

AUGUST 16, 2023

The Iceberg specification allows seamless table evolution such as schema and partition evolution, and its design is optimized for usage on Amazon Simple Storage Service (Amazon S3). We fetch the metadata of the users_xxxxxx table from Athena. It’s imperative that the source and target metadata match.

Data Lake 72

Data Lake Metadata Testing Snapshot 72

IBM Big Data Hub

MARCH 14, 2024

This involves unifying and sharing a single copy of data and metadata across IBM® watsonx.data ™, IBM® Db2 ®, IBM® Db2® Warehouse and IBM® Netezza ®, using native integrations and supporting open formats, all without the need for migration or recataloging. With Netezza support for 1.2

Cost-Benefit 76

Cost-Benefit Metadata Optimization Management 76

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

AWS Big Data

MARCH 11, 2024

ORDERTOPIC" WHERE CAN_JSON_PARSE(kafka_value); The metadata column kafka_value that arrives from Amazon MSK is stored in VARBYTE format in Amazon Redshift. For this post, you use the JSON_PARSE function to convert kafka_value to a SUPER data type. This sorting step can increase the latency before the streaming data is available to query.

Analytics 65

Analytics Data Warehouse Optimization Metrics 65

IBM Big Data Hub

MAY 9, 2023

Optimized for all data, analytics and AI workloads, watsonx.data combines the flexibility of a data lake with the performance of a data warehouse, helping businesses to scale data analytics and AI anywhere their data resides. A data store built on open lakehouse architecture, it runs both on premises and across multi-cloud environments.

Data Warehouse 106

Data Warehouse Machine Learning Cost-Benefit Metadata 106

O'Reilly on Data

JULY 25, 2023

Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation. Instead what I decided to do was to parse the “landing pages” for each paper that contains metadata such as its title, abstract, and publication date.

Consulting 246

Consulting Interactive Software IT 246

Ontotext

DECEMBER 30, 2022

This makes 2023 both a very challenging and exciting year! Metadata Studio – our new product for streamlining the development and operation of solutions involving text analysis. Significant engine optimizations made GraphDB more powerful and more efficient across a wider set of workloads.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

AWS Big Data

JANUARY 18, 2024

In this post, we are happy to summarize the results of our hard work in 2023 to improve and simplify data governance for customers. We announced our new features and capabilities during AWS re:Invent 2023, as is our custom every year. In 2023, we released several updates to AWS Glue crawlers. Crawlers, salut!

Data Lake 90

Data Lake Metadata Data Governance Statistics 90

IBM Big Data Hub

JANUARY 17, 2023

In 2023, we have four entry points aligned to common data & AI stakeholder challenges. The automated metadata generation is essential to turn a manual process into one that is better controlled. We are also introducing IBM Cloud Park for Data Express. These are solutions that are aligned to the data fabric entry points.

Data-driven 56

Data-driven Enterprise Data Governance Prescriptive Analytics 56

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 87

Metadata Informatics Insurance Data Processing 87

Sisense

AUGUST 21, 2020

Gartner: “Within the current pandemic context, AI techniques such as machine learning (ML), optimization and natural language processing (NLP) are providing vital insights and predictions about the spread of the virus and the effectiveness and impact of countermeasures. Let’s dive into these trends and see what else is on the horizon.

Analytics 112

Analytics Machine Learning Dashboards Visualization 112

AWS Big Data

JULY 25, 2023

In the event of data loss, Alcion customers need to search metadata for the backed-up items (files, emails, contacts, events, and so on) to select specific item versions for restore. This allowed Alcion to focus on optimizing the tenancy model for the new search architecture.

Cost-Benefit 73

Cost-Benefit Modeling Management Optimization 73

AWS Big Data

DECEMBER 18, 2023

Get a closer look at how scaling for data warehousing works in AWS with the latest introduction of AI driven scaling and optimizations in Amazon Redshift Serverless to enable better price-performance for your workloads. In this session, learn about Redshift Serverless new AI-driven scaling and optimization functionality.

Data Warehouse 99

Data Warehouse Machine Learning Data-driven Data Lake 99

Alation

JUNE 1, 2023

Join this session to learn how DIRECTV partnered with Alation to map their new dataverse, which includes Snowflake data sources (hubs), glossaries, enhanced metadata for metadata objects, lineage, and quality. They also recognized that to become 100% data- driven, first they had to become 100% metadata- driven.

Metadata 52

Metadata Data Governance Data-driven Recreation/Entertainment 52

AWS Big Data

MAY 1, 2024

Currently, we have approximately 120,000 employees worldwide (as of March 2023), including group companies. To provide a variety of products, services, and solutions that are better suited to customers and society in each region, we have built business processes and systems that are optimized for each region and its market.

Dashboards 111

Dashboards Publishing Data-driven Cost-Benefit 111