Data Analytics
See Also: Data, Predictive Analysis
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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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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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Data Analytics Platform
CISC provides software modules to collect and analyze data from IoT devices. They can easily be integrated into any existing infrastructure. User-friendly reports and visualizations of the data provide comprehensive insight into what is happening in your business. Furthermore, our platform is able to diagnose and even predict failures as well as discover usage patterns or analyze performance.
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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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Data Analytics And Artificial Intelligence (AI)
Data is unlike any other asset your organization owns. It never wears out, it never drains, and it can be used repeatedly. But the value in data is not in having it, it’s in how you use it. Altair enables data-driven enterprises by providing teams the power to use data analytics and AI to gain competitive advantages and drive next-level business results.
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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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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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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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Software Applications
Excalibur Systems provides software utilities and applications programs to manage data communications for our products, which include Bus Controllers, Bus Monitors, Data Recorders and analytical flight Data Reconstructors. There are different applications for single & multi function MIL-STD-1553 and ARINC-429.
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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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Compound Semi | MEMS | HDD Manufacturing
KLA has a comprehensive portfolio of inspection, metrology, and data analytics systems to support power devices, RF communications, LED, photonics, MEMS, CPV solar and display manufacturing. High brightness LEDs are becoming commonly used in solid-state lighting and automotive applications, and LED device makers are targeting aggressive cost and performance improvements, requiring more emphasis on improved process control and yield. Similarly, leading power device manufacturers are targeting faster development and ramp times, high product yields and lower device costs, and are implementing solutions for characterizing yield-limiting defects and processes. KLA's inspection, metrology and data analytics systems help these manufacturers control their processes and increase yield.
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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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Salability and Enterprise Deployment Requirements
Rektrack ™
Rektrack tracks on the level of data and metadata analytics.
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Multi-functional CCTV Testers
GAOTek offers a wide collection of affordable and high quality multi-functional CCTV testers for sale to the United States, Canada and Globally. These simple and convenient multi-functional devices provide monitoring and analytical data when installing and maintaining the CCTV systems for video levels and video signals of the image. The multi-functional CCTV testers capture video images and save the current video frame as JPEG files. Moreover, they are used to record and save current video on a SD card as a record.
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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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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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Software & Informatics
Shimadzu introduced its first digital integrator in 1969. Since then Shimadzu has been a leader in the field of processing of chromatographic data. The microprocessor controlled Chromatopac series starting with the C-R1A and continuing today with the C-R8A is a continuation of that history. Shimadzu has also advanced over the years in the field of PC based data systems, progressing from a DOS-based system to today's Labsolutions Series Workstation. In the pharmaceutical industry, compliance to regulations and guidelines, such as CSV and PIC/S GMP, U.S. FDA 21 CFR Part 11, Data Integrity and so on, and the proper, efficient management of instruments and analytical data are required. With this background, faster, more efficient management of instruments and data is essential. LabSolutions is a network-compatible analysis data system capable of meeting these needs.
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DXC Data and Analytics
Envision, design and modernize your data environment. Our data-driven insights help you protect existing investments and discover future business opportunities.
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Data Lake Analytics
Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data. With no infrastructure to manage, you can process data on demand, scale instantly, and only pay per job.
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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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360° Edge Analytics
360° Edge Analytics fills the gap between location data and the individual business application. The Location Data Analytics technology leverages precise position data augmented by application context information to gain business insights from complex processes. Assessment, optimization as well as process restructuring will be possible with nanotron’s complete solutions based on its Location-Aware IoT Platform with Location Data Analytics.
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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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WDXRF Spectrometer
S8 TIGER Series 2
Thanks to HighSense technology the S8 TIGER Series 2 WDXRF spectrometer delivers for all elements accuracy and precision for industrial quality and process control. With high resolving WDXRF technology and optimal detection of light, medium and heavy elements based on the new HighSense beam path, the XRF2 mapping tool of the S8 TIGER Series delivers best sensitivity, smallest spot size, and highest resolution for small spot applications. Ergonomic and failsafe operation are vital for efficiency and best analytical data. Simple, intuitive start of samples are guaranteed with the multilingual TouchControl interface.
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Pharmaceutical Analysis Contract Services
Specialist pharmaceutical analysis contract services to support development programs (R&D), regulatory submissions, GMP manufacturing and post-marketing requirements Pharmaceutical analysis contract services can play an important role in your the development process and GMP manufacturing. Concerns about drug safety, costly development programs, complex manufacturing, market demands for evidence-based data and increased regulatory requirements are all issues that can be addressed through a better understanding of your drug substance, drug product or manufacturing process which, in turn, can only be achieved through experienced analytical studies and robust analytical data.
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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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Spectro UV-Vis Double PC 8 Auto Cell Scanning Spectrophotometer
UVD-3200
Spectro UV-Vis Double PC 8 Auto Cell 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.
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Data Loggers
Watlow Electric Manufacturing Company
Watlow offers a range of products for time-stamped data collection of critical process data, from Windows®-based software to embedded data loggers. Data loggers reduce labor, increase accuracy and help companies comply with regulatory requirements by automating data collection. These products make it easy to add data acquisition to existing processes, make data available to analytical software in spreadsheet compatible files, allow data to be grouped in user-defined batches and incorporate operator comments and other information into reports. Software solutions record data directly on a computer and data from embedded data loggers is transferred to a computer via universal serial bus (USB), secure digital (SD) card or flash drive.
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LC Software
LabSolutions CS
LCs and GCs are used extensively in quality control and research and development departments in a wide range of industries, including pharmaceutical, chemical, and food. Recently, an increasing demand for food safety and environmental analysis and measurement has led to a dramatic increase in the number of samples being analyzed which, in turn, has resulted in demands for faster, easier-to-use instruments and software. In the pharmaceutical industry, compliance to regulations and guidelines, such as CSV and PIC/S GMP, U.S. FDA 21 CFR Part 11, Data Integrity and so on, and the proper, efficient management of instruments and analytical data are required. With this background, faster, more efficient management of instruments and data is essential. LabSolutions is a network-compatible analysis data system capable of meeting these needs.
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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.
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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.
