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Data Modeling

Data Modeling and Database Design and Development – including popular approaches such as Agile and Waterfall design - provide the basis for the Visualization, and Management of, Business Data in support of initiatives such a Big Data Analytics, Business Intelligence, Data Governance, Data Security, and other enterprise-wide data-driven objectives.



Data Modeling Articles

Is it getting easier or more difficult to lock down data in today's digital enterprises? Industry leaders have mixed opinions on the state of that challenge. Cloud vendors promise industrial-grade security for backend applica­tions and data, while at the same time the move to cloud increases complexity.

Posted October 26, 2022

Southern Supply is a group of distribution and manufacturing companies headquartered in Springfield, Missouri. The various business units distribute automation and ancillary products to commercial, utility, governmental, and industrial customers throughout the region and manufacture commercial aluminum doors and windows used around the world. Jesse Owsley is the software project manager at Southern Supply and had the idea to utilize Informer to automate the process of submitting required check information to banks

Posted October 26, 2022

Kasten by Veeam is unveiling the Kasten by Veeam K10 V5.5 Kubernetes data management platform, a solution geared toward bridging the gap between skill and user when employing Kubernetes.

Posted October 25, 2022

DBTA hosted a webinar, "Building a Real-time Document Data Store at Scale," featuring speakers Noel Yuhanna, VP and principal analyst at Forrester; George Demarest, director of product marketing at Aerospike; and Mario Ornelas, CEO of Zonetap, to explore the ways in which current document databases are ill-equipped to scale and perform at max efficiency, and how Aerospike rises to that challenge.

Posted October 20, 2022

DBTA hosted a webinar, sponsored by Melissa, titled "The Growing Challenge of Data Quality in the Era of Cloud and Analytics," featuring speakers Joe McKendrick, research analyst at Unisphere Research, and Bud Walker, VP of strategy and enterprise sales at Melissa, to discuss the issues with ensuring data quality among disparate and complex enterprise landscapes.

Posted October 20, 2022

Redgate, the provider behind database DevOps solutions and developer tools, is unveiling Flyway Enterprise, an enhanced iteration of the Flyway tool to accommodate organizations and their efforts toward standardizing and automating database deployment throughout their teams and technologies.

Posted October 18, 2022

The world is increasingly online, and online is increasingly real-time. This presents interesting performance challenges for databases, and Amazon MemoryDB for Redis is purpose-built to address them. According to a recent statistic, more than 5.47 billion people have access to the Internet which is approximately 69% of the world's population. This number has increased by a staggering 1.1 billion since 2019 or approximately 12% of the world population is now accessing internet for the first time.

Posted October 17, 2022

MANTA, the data lineage platform, is launching Release 38, an enhancement to its visualization techniques and scanner capabilities to deliver actionable insights for a variety of industries.

Posted October 17, 2022

Cloudera is announcing the general availability of DataFlow Functions (DFF) for Cloudera DataFlow within the Public Cloud on AWS, Microsoft Azure, and Google Cloud Platform, improving NiFi flow functions.

Posted October 17, 2022

Data observability is a relatively new discipline in the fields of data engineering and data management. While many are familiar with the longstanding concepts of observability and monitoring in enterprise IT networks and infrastructure, data observability has only really come into the spotlight in the last two years. However, it has managed to turn a lot of heads in that short time.

Posted October 17, 2022

Enterprise growth is a goal for most companies, yet it concurrently requires strategies in the event of data disaster or to maintain a regularly operable, productive system. With a cloud-native managed, multi-region infrastructure, enterprises can use their global presence as an advantage towards recovery methods.

Posted October 13, 2022

Kubernetes is an open source platform, upheld for its extensibility and portable quality for managing containerized workloads and services. While beneficial, there are areas that can be improved when employed—such as instances of deep technology stack troubleshooting, contrasting workload requirements, and efficient database management.

Posted October 13, 2022

The nature of enterprise functions is diverse: various teams, tools, and systems form a successful enterprise, each taking on an individual area of expertise. This necessary miscellany of groups and functions makes for a gap in data handling, where opposing operations can confound and slow productivity. Enter the semantic layer: the business glue that connects BI tools, users, and data through a common language reflected throughout every inch of the enterprise.

Posted October 12, 2022

CelerData, the enterprise improving business growth with a real-time analytics engine and AWS partner, is unveiling AWS Quick Start availability for StarRocks Project.

Posted October 10, 2022

Hammerspace, the provider of the Global Data Environment for on-premises data centers and public cloud infrastructures, is debuting their latest ameliorations to the Hammerspace Global Environment, enriching data value and collaboration with the Hammerspace Metadata Plugin, User Initiated File Protection, Automated File Reservation, and Global Audit functionality, each integrated with the Hammerspace Metadata Control Plane.

Posted October 07, 2022

Data, data, data—there's more of it every day, at greater complexity than ever before. While having the tools to manage and utilize that data is necessary, ensuring you are leveraging the maximum value from those systems and tools is critical.

Posted October 07, 2022

As one of the fundamental building blocks of the metaverse, IoT digital twins have moved beyond the realms of simulation to facilitate an understanding of real-world problems. Take the European Union's "Destination Earth" initiative. This is drawing on a host of environmental, socioeconomic, and satellite data to develop digital "twins" of the planet in an effort to combat climate change, but the benefits do not stop there, particularly in the B2B world. For risk-averse companies in asset-intensive industries, digital twin technology is set to bring unparalleled value to mission-critical maintenance tasks and enable the delivery of more immersive product experiences to the end customer.

Posted October 06, 2022

British mathematician Clive Humby famously said in 2006 that "Data is the new oil." In the 16 years since, companies of all sizes have drilled for and stored more and more data about their customers and business operations to drive performance and growth to reach their goals. In conjunction with the increased use of the consumer internet, data creation has exploded in recent years—considering the majority of the world's data collected over the course of human history has occurred in just the last two years alone. As a result, entire businesses and industries have been built solely on having access to unique and useful data.

Posted October 06, 2022

DiffusionData, previously known as Push Technology, is announcing its brand realignment to solidify its position as a provider of real-time data streaming, messaging solutions, and digital transformation solutions.

Posted October 06, 2022

We all know that monitoring data and insights are key to successful enterprise growth—but how can it be made actionable by operations teams?

Posted October 06, 2022

Domino Data Lab, provider of an Enterprise MLOps platform, is releasing Domino 5.3, introducing updates that improve the time-to-value and impact of data science. The latest platform version introduces a private preview of its Domino Nexus hybrid and multi-cloud capabilities, plus an expanded suite of connectors to simplify and democratize access to critical data sources, and new GPU inference capabilities that make it easier to productionize high value data science projects, including deep learning.

Posted October 06, 2022

Oracle announced the release of Java 19, the latest version of the leading programming language and development platform. Java 19 (Oracle JDK 19) delivers thousands of performance, stability, and security improvements, including enhancements to the platform that will help developers improve productivity and drive business-wide innovation, according to the vendor.

Posted October 05, 2022

Every organization, from the smallest nonprofit entities to the trillion-dollar behemoths dominating the historic landscape south of San Francisco, recognizes that tomorrow is not guar­anteed. In the early days of this decade, the world's governments put the world economy into existential peril as they attempted to "lock down" public interaction, resulting in the world's econo­mies shutting down. Even when the most destructive restrictions were loosened, there was a considerable amount of less onerous restrictions which lingered on for many months.

Posted October 04, 2022

Dell is offering new cybersecurity services that allow organizations to assess their Zero Trust and cyber resilience maturity, endpoint security solutions to support hybrid work, and ransomware protection for object storage data. Zero Trust is a cybersecurity model that shifts how organizations approach security from reliance solely on perimeter defenses to a proactive strategy that allows only known good activity across ecosystems and data pipelines.

Posted October 04, 2022

The Open Mainframe Project announced the availability of a z15 Mainframe system dedicated for training next generation talent and the development of new open software. Donated by Broadcom Mainframe Software Division, the z15 will be available for use by all Open Mainframe Projects and the open source community at large beginning in 2023. Broadcom's donation provides a critical, new resource to foster greater collaboration and the development of new tool sets across the mainframe community, according to the group.

Posted October 03, 2022

IBM plans to acquire Dialexa, a leading U.S. digital product engineering services firm, to help companies drive innovation and achieve their digital growth agendas. The acquisition is expected to deepen IBM's product engineering expertise and provide end-to-end digital transformation services for clients.

Posted October 03, 2022

The information imbalance between purveyors of AI-enabled systems and their oft unwitting subjects is profound. So much so that leading AI researchers point to this chasm as a critical ethics issue in and of itself. This is due largely to the fact that public perceptions or, more accurately, misperceptions can enable (however unintentionally) the deployment of insidiously invasive or unsound AI applications.

Posted September 29, 2022

ClearML, a frictionless, unified, end-to-end MLOps platform, is releasing ClearML for Enterprise, empowering MLOps teams to execute, manage, monitor, audit, and analyze the entire MLOps process from a single fully integrated platform—all with just two lines of code.

Posted September 29, 2022

CloudBees, a leading software delivery platform for enterprises, is acquiring ReleaseIQ to expand the company's DevSecOps capabilities, empowering customers with a low-code, end-to-end release orchestration and visibility solution. According to CloudBees, the new SaaS-based offering enables DevOps organizations to rapidly compose and analyze workflows, orchestrating any combination of continuous integration (CI) and continuous delivery (CD) technologies—including Jenkins—without migration or replacement.

Posted September 28, 2022

The big data world is changing in ways never seen before, particularly when it comes to bringing data together and into situations where it can be actionable for the business. The challenge faced by all enterprises—large and small—is being able to discover, identify, and bring the data needed to build products, deliver services, and understand customers. Data integration itself has been a practice—and challenge—for decades. Now, however, new tools and processes are enabling new ways of bringing enterprises to a state in which it can support sophisticated applications such as artificial intelligence, machine learning, and the Internet of Things.

Posted September 27, 2022

HEAVY.AI, an innovator in advanced analytics, is introducing HeavyRF, an extension of the company's deep analytics platform that uses NVIDIA Omniverse to create digital twins that help telco network operators speed deployments of wireless networks.

Posted September 27, 2022

DBTA recently held a webinar titled, "How Cisco Provides World-Class Technology Conference Experiences Using Automation, Programmability, Python, InfluxDB and Grafana," featuring speaker Jason Davis, distinguished services engineer for DevNet at Cisco Systems, to discuss the precise approaches taken by Cisco during CiscoLive events that improve network performance, availability, resiliency, and observability through automation.

Posted September 26, 2022

ScaleOut Software, developers of scalable, highly available, in-memory computing and streaming analytics technology software, is debuting Version 2 of the ScaleOut Digital Twin Streaming Service for implementing streaming analytics in live systems via the digital twin model. The latest launch builds from the Version 1 iteration of the program, consisting of machine learning integration into digital twins with Microsoft's ML.NET library, intuitive business rules to create digital twin models, and Microsoft's Azure Digital Twins integration.

Posted September 19, 2022

SambaNova Systems, provider of software and solutions to run Artificial Intelligence (AI), deep learning, and foundation model workloads, is releasing its next generation DataScale system. DataScale is a fully integrated hardware-software system that enables organizations to reimagine their approach to AI.

Posted September 15, 2022

Data has only become more important as organizations look ahead to what a post-pandemic world could look like. Some of the new approaches being embraced to help drive greater benefit from data are DevOps and DataOps, data quality and governance initiatives, hybrid and multi-cloud architectures, IoT and edge computing, and a range of next-gen databases.

Posted September 14, 2022

Google recently announced their "Simplicity Sprint" initiative, which focuses on improving efficiencies within their workforce during this uncertain economic environment impacted by the ongoing pandemic, supply chain issues, the war in Ukraine, inflation, and the Great Resignation. However, simplifying and creating a more productive workforce is about more than improving focus, it's about uncovering and solving for increased complexity, brought on by an explosion of data, digital transformation initiatives, and the new reality of hybrid work. It is important for businesses and leaders to understand where these complexities are and what the key drivers are before redefining a new strategy to reduce business complexity.

Posted September 14, 2022

In building a logical data model, some entities are considered strong, other entities are considered weak. Strong entities are the most foundational elements within a nascent Entity-Relationship Diagram (ERD) and comprise the list of objects that would likely come to mind first. Strong entities are independent in that they exist all on their own and can be created without having to meet any pre-conditions.

Posted September 08, 2022

Establishing agreed upon services levels for database applications is of the utmost importance for assuring that performance meets required criteria. Without pre-determined, negotiated service level agreements in place, database and application performance can become a never-ending game of blind man's bluff, where DBAs blindly and constantly seek an unspoken goal. Instead, active service level management should be the standard.

Posted September 08, 2022

Leading API platform, Postman, is launching its Ecosystem Partner Program for joint solution construction on the Postman API Platform for enterprises and independent software vendors (ISVs). The Ecosystem Partner Program promises enterprise advantage via developer efficiency and increased visibility within Postman's user base—one that consists of over 20 million API professionals.

Posted September 07, 2022

Microsoft SQL Server is a relational database service that supports transactional processing and analytics. With a 30-plus year history, SQL Server has been a mainstay at many organizations. Now, however, open-source technologies like PostgreSQL, have become increasingly popular for customers. More and more customers are migrating to them from overpriced, restrictive commercial databases that lock them in. With an increasing array of choices, the same organizations are looking for lower cost options, including low-cost, cloud-native, fully managed database services like Amazon Aurora PostgreSQL-Compatible Edition, as this lowers total cost of ownership while providing the desired performance.

Posted September 06, 2022

VMware Inc., provider of multi-cloud services for all apps, and IBM, global hybrid cloud and AI, and business services provider, are announcing an expansion of their 20-plus year partnership with the aims of aiding global customers and partners modernize mission-critical workloads and accelerate time to value in hybrid cloud environments, according to the companies. The partnership expansion takes shape in IBM Consulting as a VMware GSI partner, as well as in jointly engineered solutions and development to add to their previous jointly developed technologies such as data encryption in motion and in use. With relevance spanning multiple industries such as financial services, healthcare, and the public sector, the ecosystem partnership invites solutions with reduced cost, complexity, and risk for cloud migration of mission-critical workloads.

Posted September 06, 2022

While document-based databases are increasing in relevancy due to their optimizations for performance and scalability, employing a set of practices aimed at best using document databases for your enterprise's particular needs is critical for its utilization. Document databases are great but need solid architecture practices to become even greater.

Posted September 01, 2022

Apollo GraphQL, the supergraph company, and MongoDB, Inc., are partnering to empower app developers to build richer experiences faster, and reduce technical debt with a graph-native data layer. The partnership aims to make it easier for developers and teams to directly connect any supergraph powered by Apollo to a MongoDB Atlas database, according to the vendor.

Posted September 01, 2022

StarRocks, provider of real-time enterprise analytics and creator of the StarRocks project, is announcing its integration of CelerData, acting as the development leader for StarRocks software and supplying commercial projects in conjunction with StarRocks technology. CelerData Enterprise, an on-premises deployment of StarRocks, will accelerate performance and querying as well as increase security for data engineers.

Posted August 31, 2022

Ahana, the only SaaS for Presto on AWS seeking to become the SQL engine for Open Data Lakehouse, is announcing their bolstered support for the Velox Open Source Project, increasing engineer assignment and contributor involvement. Velox, created by Meta, is a C++ database acceleration library focused on enhancing data computation engines.

Posted August 31, 2022

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