Data Modeling Articles
Dataiku, the platform for Everyday AI, is unveiling a myriad of updates and new integrations that build off of the company's previously announced generative AI (GenAI) capabilities in October. The new features—including new deployment options, Databricks integrations, visualizations, and more—continue to enhance the Dataiku experience, according to the company.
Posted January 04, 2024
AI continues to be a hot topic as we enter 2024, with company's reevaluating the technology's impact and preparing to adapt to the fast-changing landscape. Here, experts share their thoughts on the future of AI for 2024.
Posted January 02, 2024
2023 was a year marked by innovation and change in the enterprise technology landscape. Companies of all sizes continue to accelerate their digital transformation efforts and leverage artificial intelligence and machine learning-powered solutions, including observability tools, to keep up with today's increasingly complex network environments.
Posted December 21, 2023
Snyk, a provider of developer security, is releasing Snyk AppRisk, a solution designed to empower application security (AppSec) teams with the comprehensive Application Security Posture Management (ASPM) workbench. Snyk AppRisk is an ASPM solution that creates seamless collaboration between developer and security teams to address cybersecurity challenges, while also delivering C-Suite stakeholders visibility into software supply chain risk posture and their overall AppSec program performance, according to the company.
Posted December 21, 2023
VirtualZ Computing, which provides an out-of-the-box solution to connect mainframes to hybrid cloud for bi-directional data access, announced it raised $2.2 million in seed financing to build out its team and support enterprise innovation with mainframe data.
Posted December 21, 2023
Database performance and scalability are both important aspects of managing and optimizing databases, but they refer to different characteristics and considerations. Database performance refers to how efficiently a database system can respond to and process queries, transactions, and other operations. It is focused on the speed, responsiveness, and overall efficiency of database operations.
Posted December 20, 2023
As 2024 comes more into focus, JG Chirapurath, chief marketing and solutions officer at SAP, offers his predictions for what's on the horizon including trends in AI and more.
Posted December 20, 2023
When one hears the term "degenerate dimension," thoughts of teenagers, leather jackets, motorcycles, and petty crime may come to mind. After all, the word "degenerate" is associated with something that is "below normal" or "corrupt." Science tries to rehabilitate degenerate's meaning by using it for a manner of simplification.
Posted December 20, 2023
Quest Software, a global systems management, data protection, and security software provider, is releasing Foglight Cloud, a new managed-monitoring and optimization platform built on top of the Foglight suite. According to the company, the platform helps businesses manage, monitor, and control their data and IT infrastructure.
Posted December 19, 2023
Data, the potent fuel powering the AI-driven enterprise, is always on the move, as are the tools, technologies, and techniques being employed to manage and deliver it. With the intense emphasis on AI and machine learning these days, it's urgent to ensure that data is available, timely, accurate, and relevant. That means no letup with efforts to ensure data pipelines are flowing unimpeded. With so much at stake, we canvassed industry leaders and experts on what challenges lie ahead and how to address them. Here are some leading issues:
Posted December 18, 2023
Qmulos, a next-generation compliance, security, and risk management automation provider, is releasing Q-Compliance V4.4.0 and Q-Audit V3.7.0, two of the company's flagship technology platforms, adding workflow and ticketing capabilities. According to the company, the latest releases of both products enable customizable processes for organization-specific security and compliance investigations, escalations, and approvals.
Posted December 15, 2023
dotData, a provider of platforms for feature discovery, is releasing dotData Insight, an AI-driven insight discovery engine augmented with generative AI that enables enterprises to uncover unique business hypotheses from data for better analytics-driven decisions.
Posted December 15, 2023
Breaches and cyberattacks are growing more sophisticated each year despite a growing call for the implementation of more stringent security measures. Here, data security leaders share their thoughts on what lies ahead in cybersecurity for 2024.
Posted December 14, 2023
For most of the last few decades, AI has over-promised and under-delivered. However, behind the scenes, very significant advances in deep learning technologies have had a revolutionary impact within important but narrow domains. In 2022 these technologies became generally usable with the release of ChatGPT-3.
Posted December 14, 2023
Deci, the deep learning company harnessing AI to build AI, is adding a large language model, DeciLM-7B, to its suite of innovative generative AI models—setting new benchmarks in accuracy and efficiency. Building upon the success of its predecessor DeciLM 6B, DeciLM-7B stands out for its unmatched performance, surpassing open-source language models up to 13 billion parameters in both accuracy and speed with less computational demand, according to the company.
Posted December 13, 2023
ScaleOut Software is releasing an open-source version of its digital twin APIs and development workbench for its ScaleOut Digital Twins hosting platform. Digital twin APIs allow developers to build powerful applications for real-time monitoring and simulating large systems. The workbench enables fast development and testing of digital twin applications before deployment.
Posted December 13, 2023
Experts in real-time analytics joined DBTA's webinar, Enabling Real-Time Data and Analytics: Key Considerations and Best Practices, to examine the platforms, tools, and strategies essential to enabling real-time analytics and its variety of enterprise-wide benefits.
Posted December 12, 2023
CAST, a leader in software intelligence technology, is enhancing the role of artificial intelligence (AI) in its application development and maintenance (ADM) platform. According to the company, this new development will unlock unprecedented value for IT organizations regarding their critical custom-built applications. The goal is to address maintenance and modernization of existing software, a key ADM challenge that enterprises face.
Posted December 12, 2023
The cloud offers a variety of advantages, including scalability, flexibility, cost effectiveness, and security. But today's enterprise cloud initiatives have become more strategic in nature, requiring the public cloud to become its new "hub of innovation."
Posted December 12, 2023
Franz Inc., an early innovator in Artificial Intelligence (AI) and leading supplier of Graph Database technology for Entity-Event Knowledge Graph Solutions, is introducing AllegroGraph 8.0, a Neuro-Symbolic AI Platform that incorporates Large Language Model (LLM) components directly into SPARQL along with vector generation and vector storage for a comprehensive AI Knowledge Graph solution.
Posted December 11, 2023
Neo4j, one of the world's leading graph database and analytics companies, has unveiled a multi-year Strategic Collaboration Agreement (SCA) with AWS aimed toward enabling enterprises to improve generative AI (GenAI) results with greater accuracy, transparency, and explainability by leveraging a combination of knowledge graphs, native vector search, and AWS integrations.
Posted December 07, 2023
Data continues to grow and is poised to double in 2024. To help make the process of identifying useful products and services easier, each year, DBTA presents a list of Trend-Setting Products. These products, platforms, and services range from long-established offerings that are evolving to meet the needs of their loyal constituents to breakthrough technologies that may only be in the early stages of adoption.
Posted December 06, 2023
Global data center market revenue is expected to reach $342.10 billion by 2023, up from $321.37 billion in 2022, according to Statista. The data center market was valued at $316.30 billion in 2021, up 6% from $298.30 billion in 2020. The continued explosion in AI and ML has not surprisingly placed new strain on data center power and processing resources. Looking ahead to 2024, data center operators are in the midst of an exciting time that presents both challenges and opportunities.
Posted December 04, 2023
Hewlett Packard Enterprise (HPE) announced the next series of its AI-native and hybrid cloud offerings for machine learning development, data analytics, AI-optimized file storage, AI tuning and inferencing, and professional services. The announcements were made at HPE Discover Barcelona 2023.
Posted December 01, 2023
AWS announced a preview of Amazon Aurora Limitless Database is now available—a new capability supporting automated horizontal scaling to process millions of write transactions per second and manage petabytes of data in a single Aurora database. Amazon Aurora read replicas allow users to increase the read capacity of their Aurora cluster beyond the limits of what a single database instance can provide.
Posted November 30, 2023
Data quality is becoming a hot button issue as more and more businesses aggressively move into artificial intelligence (AI)—both generative and operational—which requires massive amounts of accurate and timely data. The rise of large language models (LLMs)—both publicly available as well as contained within enterprises—to support business decision making and customer communications means data is being pressed into service in new and highly demanding ways as training data and real-time streaming feeds.
Posted November 30, 2023
AWS announced the availability of the Amazon DynamoDB zero-ETL integration with Amazon OpenSearch Service, enabling users to perform a search on their DynamoDB data by automatically replicating and transforming it without custom code or infrastructure. According to AWS, this zero-ETL integration reduces the operational burden and cost involved in writing code for a data pipeline architecture, keeping the data in sync, and updating code with frequent application changes, enabling users to focus on their application.
Posted November 29, 2023
Aerospike Inc. showcased its superior performance, price, and sustainability gains for real-time applications running on the recently announced Aerospike Database 7 at AWS re:Invent. According to the company, benchmarks of the Aerospike Database and AWS Graviton2 processors show more than 25 million transactions per second at under 1ms—a 1.6x price performance improvement, with 27% lower annual costs and 60% less energy consumption than an equivalent x86 cluster.
Posted November 29, 2023
IBM announced the latest investments in its effort to advance environmental sustainability through its social impact programs. A new set of environmental initiatives pioneering water solutions will be scaled through the IBM Sustainability Accelerator to benefit local communities across the globe.
Posted November 27, 2023
IBM announced that watsonx.governance will be generally available in early December to help businesses build trust with AI models and eliminate the mystery around the data going in, and the answers coming out. While generative AI, powered by Large Language Models (LLM) or Foundation Models, offers many use cases for businesses, it also poses new risks and complexities, including training data scraped from corners of the internet that cannot be validated as fair and accurate, all the way to a lack of explainable outputs, according to IBM.
Posted November 27, 2023
Sue Laine, director of solution strategists, DI thought leader at Quest Software and Yetkin Ozkucur, professional services director at Quest Software joined DBTA's webinar, Model to Marketplace: Tackling Data as a Product Delivery, to offer their expertise in data products and data cataloging, as well as how automation can be used to propel data product delivery.
Posted November 22, 2023
MinIO Inc., creators of the MinIO object storage suite, is expanding its partnership, along with providing a technical preview to deliver object storage on VMware Cloud Foundation, by integrating with VMware Data Services Manager. According to the companies, this solution will combine VMware Cloud Foundation's more secure enterprise-class infrastructure and the MinIO Object Store to deliver a fully integrated experience for mission-critical workloads running on VMware Cloud Foundation.
Posted November 22, 2023
Rockset, the search and analytics company, is unveiling expanded vector search capabilities that achieve billion-scale similarity search in the cloud. Approximate nearest neighbor (ANN) search, the latest capability, builds off Rockset's investment into supporting machine learning (ML) and AI applications.
Posted November 20, 2023
Snow Software, a provider of technology intelligence, is previewing Snow Copilot, the first-in-a-series of artificial intelligence (AI) capabilities designed to solve large challenges in IT Asset Management (ITAM) and FinOps. Developed in its innovation incubator Snow Labs, Snow Copilot is an AI assistant that empowers users to ask conversational questions and receive natural language responses, according to the company.
Posted November 20, 2023
Redis, Inc. and LangChain are collaborating on the OpenGPTs project, enabling LangChain to utilize Redis Cloud as the extensible real-time data platform for the project. This partnership between Redis and LangChain continues to enable developers and businesses to leverage the latest innovation in the fast-evolving landscape of generative AI, such as the new LangChain Template for Retrieval Augmented Generation (RAG) utilizing Redis.
Posted November 17, 2023
IONIX is extending its industry-leading Attack Surface Management (ASM) platform with Threat Exposure Radar, a threat exposure management capability fully integrated with an attack surface management solution. According to the company, the product innovation provides a unified view of critical exposures from the entire, expanding, enterprise attack surface across cloud, on-premises, SaaS, and third-party systems.
Posted November 16, 2023
Data mesh is still in its infancy, and data personas and organizations are craving clarity and specificity. It is critical to be aware of the "why" and "what" and fully understand the role that knowledge graphs play when considering adopting a data mesh strategy.
Posted November 16, 2023
Velotix, a data security company, announced that Velotix AI-powered data access and policy management is available in the Microsoft Azure marketplace, enabling Microsoft Azure customers to access data while benefiting from scalable, reliable, and serverless analytics.
Posted November 15, 2023
SAP is extending its cloud-native, in-memory database to AWS Graviton-powered Amazon Elastic Compute Cloud (Amazon EC2) instances to take advantage of AWS's price, performance, and energy efficiency benefits. Arm-based AWS Graviton processors leverage AWS's extensive expertise in systems design and cloud infrastructure to deliver the best price performance over comparable x86-based instances for a variety of workloads running in Amazon EC2.
Posted November 15, 2023
Business intelligence and data analytics software enable insurance agencies to better their risk assessment and underwriting processes. Entrinsik's MV platform Informer offers a BI tool that can customize dashboards and pinpoint risks. By examining historical data and distinguishing risk indicators, agencies can accurately measure the risks associated with insuring a particular person or company.
Posted November 15, 2023
OpenELA announced the public release of the Enterprise Linux source code along with important technical and governance milestones. OpenELA is a trade association of open source Enterprise Linux distribution developers originally founded by CIQ, Oracle, and SUSE. It exists to encourage development and collaboration of distributions compatible with Red Hat Enterprise Linux (RHEL) by providing open and free Enterprise Linux (EL) source code.
Posted November 15, 2023
IBM is releasing the new IBM Storage Scale System 6000, a cloud-scale global data platform designed to meet today's data intensive and AI workload demands, and the latest offering in the IBM Storage for Data and AI portfolio. According to the company, the new IBM Storage Scale System 6000 seeks to build on IBM's leadership position with an enhanced high performance parallel file system designed for data intensive use-cases. It provides up to 7M IOPs and up to 256GB/s throughput for read only workloads per system in a 4U (four rack units) footprint.
Posted November 13, 2023
The original intention of surrogate keys across multidimensional database designs was to help optimize joins by keeping all keys, used for joining between facts and dimensions, both numeric and single-columned. Often such surrogates were generated as simple sequential numbers, 1, 2, 3…. Early versions of many relational database products had sub-optimal performance when joining data together via character strings—especially large quantities of data.
Posted November 13, 2023