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Data Analytics
See Also: Data, Predictive Analysis
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Data & Analytics
With the Software AG Data & Analytics Platform, you can become that agile enterprise, ready for any real-time challenge. Count on a complete set of tools: world-class, real-time technologies across every component in the stack. And with integration out of the box, there’s no more building, testing and maintaining multiple integration points across multiple products.
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Data Analytics
KLA’s data analytics systems centralize and analyze the data produced by inspection, metrology and process systems. Using advanced data analysis, modeling and visualization capabilities, our comprehensive suite of data analytics products support applications such as run-time process control, defect excursion identification, wafer and reticle dispositioning, scanner and process corrections, and defect classification. By providing chip and wafer manufacturers with relevant root cause information, our data management and analysis systems accelerate yield learning rates and reduce production risk.
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Engineering Data Analytics
ESI’s Data Analytics solution platform INENDI is a specialized set of solutions that combines state of the art Engineering Data Analytics and management approaches, intuitive visualization and efficient investigation methodologies to allow for a fast discovery of the unknown in large high-dimensional datasets.With INENDI, ESI brings its long-standing innovative capability and its expertise in designing solutions tailored for professionals who need to solve difficult high-value problems into the Cyber Security market.
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High Performance Big Data Analytics
Apache Kudu
The Apache Software Foundation
Kudu is a columnar storage manager developed for the Hadoop platform. Kudu shares the common technical properties of Hadoop ecosystem applications: it runs on commodity hardware, is horizontally scalable, and supports highly available operation. Fast processing of OLAP workloads. Integration with MapReduce, Spark and other Hadoop ecosystem components.
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Big Data & Analytics Testing
Big Data is a collection of both structured and unstructured data in large volumes. These huge volumes of data provide an opportunity for businesses to take smart decisions by using appropriate analytics.
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Design-for-Test And Semiconductor Data Analytics
Mentor’s comprehensive solution for IC test, including best-in-class design-for-test tools and test data analytics that help ensure the highest test coverage, accelerate yield ramp and improve the quality and reliability of manufactured parts.
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Suite Of Data Analytics Software
Umetrics®
The Umetrics® Suite of data analytics software gives you access to powerful yet easy-to-use tools to optimize your manufacturing processes and bring quality products to market faster. Use the data analytics software to develop robust, high-quality products, continually improve processes and maintain control during manufacturing. These tools support regulatory compliance, enable digital transformation and facilitate quality by design.
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Process Analytical Technology (PAT) And Data Analytics
Biopharmaceutical production processes have changed significantly due to overall titer improvements and the increasing development of single-use technologies. The introduction of robust and reliable single-use sensors further enhances the benefits of single-use processing concepts. They enable you to use Process Analytical Technology (PAT) approaches for effective automation and optimization.
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Data and Statistical Services
Science, Technology, Engineering and Math (STEM) along with Data Analytics look at raw data and convert it into useful information. Data often has missing fields, invalid entries, and duplicate records. Data can also be in multiple files or formats that need to be decoded and merged together, so it can be used successfully. We use Excel, Python, R, and SAS to process these multiple files to extract useful information our customers can use, making their businesses more profitable.
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Azure Data Explorer
Azure Data Explorer is a fast, fully managed data analytics service for real-time analysis on large volumes of data streaming from applications, websites, IoT devices, and more. Ask questions and iteratively explore data on the fly to improve products, enhance customer experiences, monitor devices, and boost operations. Quickly identify patterns, anomalies, and trends in your data. Explore new questions and get answers in minutes. Run as many queries as you need, thanks to the optimized cost structure.
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PCIe 4.0 Ethernet Controller
BCM57504
Based on Broadcom’s scalable 10/25/50/100/200G Ethernet controller architecture, the NetXtreme®-E Series BCM57504 100G PCIe 4.0 Ethernet controller is designed to build highly-scalable, feature-rich networking solutions in servers for enterprise and cloud-scale networking and storage applications, including high-performance computing, telco, machine learning, storage disaggregation, and data analytics.
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Dimensional Metrology
Fleet Connectivity & Control Family
Nova’s Fleet Management and Performance Monitoring Center simplify the management and enhance the productivity of Nova tools in the fab. The platform’s ability to process and analyze large amounts of fleet and metrology data using advanced data analytic tools provides our customers with intelligent and predictive insights on tool performance and process trends.
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Simulation Software and Test Solutions
Simcenter Software
Siemens Digital Industries Software
The Simcenter portfolio uniquely combines 1D simulation, 3D CAE and test to help you predict performance across all critical attributes earlier and throughout the entire product lifecycle. By combining physics-based simulations with insights gained from data analytics, Simcenter helps you optimize design and deliver innovations faster and with greater confidence.
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Big Data Analytics Solution
Kyvos
Delivering fastest Big Data Analytics on Hadoop, Spark and Cloud Platforms. With Kyvos’ integration to all major BI tools, the benefits of Big Data can now be extended to all of your analysts whether their favorite BI tool is Excel, Tableau, Power BI or any other. Fastest query response. Unprecedented scalability. No learning curve. Simplified data preparation.
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Data Sharing Software Framework
Adlink DDS
ADLINK DDS is a ubiquitous data sharing software framework based on the open and proven DDS standard that supports a wide range of device technologies, operating systems and programming languages. Combining deterministic data delivery, system-wide data sharing and support for data analytics, ADLINK DDS helps system integrators, OEMs, device platform vendors and Cloud service providers (SaaS, PaaS and DaaS) deliver software solutions for many vertical markets, including: Aerospace and Defense, Energy, Robotics, Healthcare, Transportation / Automotive and Industrial Automation.
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Chip Manufacturing
KLA’s advanced process control and process enabling solutions support integrated circuit manufacturing. Using KLA’s comprehensive portfolio of defect inspection, review, metrology, patterning simulation, in situ process monitoring and data analytics systems, IC manufacturers can manage yield and reliability throughout the chip fabrication process - from research and development to final volume production. SPTS provides deposition process solutions for insulating materials and conducting metals that cover a range of chip manufacturing process steps. IC manufacturers use KLA's array of products and solutions to help accelerate their development and production ramp cycles, to achieve higher semiconductor die yield and improved IC quality, and to improve overall profitability in the IC manufacturing process.
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High Content Screening Instruments
Get the sensitivity and throughput you need to image more samples and analyze more parameters with high content screening. Our high content screening instruments help you answer the most complex biological questions. With powerful yet simple imaging and analysis capabilities for a wide range of applications -- from basic research to assay development and screening -- these powerful high content screening microscope systems produce the highest possible image quality to take your research further, in less time than ever before, especially when combined with PerkinElmer's robotic systems and advanced data analytics.
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Spectro UV-Vis Double Beam PC Scanning Spectrophotometer
UVD-2950
Spectro UV-Vis Double PC is a high performance UV-Vis double beam automatic scanning spectrophotometer. Spectro UV-Vis Double has a brand new optical system design, microcomputer controlled. It is capable of processing data, from analytical and spectrum testing. Precise with high accuracy of measurement and stability are also provided by the powerful built in software and large LCD screen, which can display the screen menu and other functions. It can also be linked to a computer and a printer to show Photometric and Spectral data in the PC monitor.
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Reflow / Wave Solder Process Dashboard
Vantage
Real-time dashboard for all reflow ovens in the factory. Accessible from all authorized PCs and mobile devices anywhere. KIC Vantage is a factory level Industry 4.0 smart factory system for reflow and cure data management and analytics. It truly does give you the best vantage, gaining insight into your reflow and cure processes throughout the factory.
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Advanced Natural Gas Leak Detection Platform
ABB Ability Series
Altogether, the complete ABB Gas Leak Detection Platform makes it possible to find leaks throughout the entire natural gas infrastructure – upstream, midstream, downstream, and from utilities – with far higher reliability and speed than ever before by combining leading-edge, cybersecure measurement technology, with advanced data analytics.
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PCIe 3.0 Ethernet Controller
BCM57417
Based on Broadcom’s scalable 10/25/50/100/200G Ethernet controller architecture, the NetXtreme®-E Series BCM57417 10GBASE-T PCIe 3.0 Ethernet controller is designed to build highly-scalable, feature-rich networking solutions in servers for enterprise and cloud-scale networking and storage applications, including high-performance computing, telco, machine learning, storage disaggregation, and data analytics.
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Power System Operations
Schweitzer Engineering Laboratories, Inc.
Automate data collection, concentrate phasor data, and analyze data with real-time analytics.
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Azure Cosmos DB
Azure Cosmos DB is a fully managed NoSQL database service for modern app development. Get guaranteed single-digit millisecond response times and 99.999-percent availability, backed by SLAs, automatic and instant scalability, and open-source APIs for MongoDB and Cassandra. Enjoy fast writes and reads anywhere in the world with with turnkey data replication and multi-region writes. Gain insight over real-time data with no-ETL analytics using Azure Synapse Link for Azure Cosmos DB.
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Constant Temperature Humidity Battery Test Chamber
Guangdong Test EQ Equipment co., Ltd.
- Battery-Specific Thermal Management: Dual-compressor cascade cooling (-40°C stability) and ceramic heaters for rapid high-temperature recovery.- Precision Electrochemical Control: Integrated battery cyclers with CAN/Modbus protocols, supporting SOP (State of Power), SOH (State of Health), and DCR (Direct Current Resistance) monitoring.- Safety-Centric Design-meet Hazard Level: Chambers are designed with Fire-resistant stainless steel interior, fire suppression,nitrogen purge system, and emergency power cutoff for thermal runaway prevention .- Data Acquisition & AI Analytics: Real-time logging of voltage, current, temperature, and pressure via LabVIEW/Python APIs. AI-driven anomaly detection reduces test cycles by 30%.- Energy Efficiency and Energy Storage: Heat recovery during discharge cycles cuts energy use by 25% (ISO 50001 compliant).
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Packaging Manufacturing
KLA’s extensive portfolio of packaging solutions accelerates the manufacturing process for outsourced semiconductor assembly and test (OSAT) providers, device manufacturers and foundries for a wide range of packaging applications. Innovations in advanced packaging, such as 2.5D/3D IC integration using through silicon vias (TSVs), wafer-level chip scale packaging (WLCSP), fan-out wafer-level packaging (FOWLP) and heterogeneous integration as well as a wide range of IC substrates create new and evolving process requirements. KLA offers systems for packaging inspection, metrology, die sorting and data analytics focused on meeting quality standards and increasing yield before and after singulation. SPTS provides a broad range of etch and deposition process solutions for advanced packaging applications. Orbotech offers a portfolio of technologies that includes automated optical inspection (AOI), automated optical shaping (AOS), direct imaging (DI), UV laser drilling, inkjet/additive printing and software solutions to ensure manufacture of the highest quality of IC substrates.
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Software
IRMS
Elementar Analysensysteme GmbH
The most advanced software ever created for the stable isotope community, the IonOS® has been designed uniquely for stable isotope analysis and aims to save analysts time and money while at the same time facilitating consistent data generation. It provides exceptional automation and sophistication for GC and EA data processing. ArDB analytics software extends the envelope of data analysis beyond simply data processing. Perhaps more so than any other analytical technique, stable isotope ratio mass spectrometry is about comparison. Comparisons of one stable isotope to another; comparisons of a sample to a standard, and comparison of unknown samples to known samples within a database. With ArDB, we provide powerful new stable isotope data analytics tools.
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Azure Time Series Insights
Improve operations and decision-making with decades of IoT data delivered with rich visualization and a turnkey experience. Use time series data insights and interactive analytics to accelerate IoT analytics data use throughout your organization.
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FactoryTalk DataMosaix For Data And Analytics
FactoryTalk® DataMosaix™ enables controlled access to relevant and contextualized data. It’s an Industrial DataOps solution that provides flexible and scalable tools to accelerate data usability by domain experts and analysts. FactoryTalk DataMosaix is cloud-based for multi-site, enterprise-wide access for people and applications.
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Azure Time Series Insights
Improve operations and decision-making with decades of IoT data delivered with rich visualization and a turnkey experience. Use time series data insights and interactive analytics to accelerate IoT analytics data use throughout your organization.
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25GbE PCIe OCP 3.0 Ethernet Adapter
N425G
Based on Broadcom’s scalable 10/25/50/100/200G Ethernet controller architecture, the NetXtreme®-E Series N425G 4x25G OCP 3.0 adapter is designed to build highly-scalable, feature-rich networking solutions in servers for enterprise and cloud-scale networking and storage applications, including high-performance computing, telco, machine learning, storage disaggregation, and data analytics.
