Intelligent digital infrastructure and data platforms to reduce data center energy consumption and carbon footprint. Expertise to help you uncover insights to enable data-driven sustainability.
Explore Sustainable SolutionsNavigating the private, hybrid, and multicloud landscape can be complex. Ensure your success with an integrated approach to modernizing core infrastructure, apps, and data to achieve your objectives.
See Modernize the Digital CoreAdapt to the needs of future workloads with a modern edge-to-core-to-cloud infrastructure that delivers efficiency, agility, and resilience.
Explore Modern InfrastructureSupport the evolving demands of today’s enterprise workloads with modern data infrastructure.
Explore App InfrastructureDeliver services through a centralized, infinitely scalable platform, providing native S3 integration, faster data access, and reduced TCO across hybrid and multicloud architectures.
See Cloud App InfrastructureManage IT service levels, not infrastructure, with a central operating model across data centers, the edge, and public clouds.
Hybrid Cloud InfrastructureExperience VMware with greater simplicity, resilience, and agility. Your workloads, at the right performance, and the right cost. It's all in the Power of +.
Visit Hybrid Cloud with VMwareMaximize the value, scalability, and flexibility of your data with EverFlex infrastructure, data protection, and storage as a service.
Explore EverFlex XaaSGain visibility, fuel analytics/data-driven decisions, and speed innovation. Data modernization services and DataOps solutions help you take control of your data, from edge to core to cloud.
Explore Data ModernizationProtect customer and user experience with solutions to drive agility and availability to meet fast changing needs, prevent downtime, and guard against cyberattacks and other threats.
Explore Data ProtectionDrive total data quality, and cut time to insight from weeks to hours, with Lumada DataOps. Democratize access, simplify management, reduce costs, automate scalability, and more.
Explore Intelligent DataOpsManage data across cloud environments with DataOps. Enable governance and compliance, reduce risk, and leverage tribal knowledge to drive better decisions, insight, and competitive advantage.
Explore Cloud Data ManagementBuild data lakes and warehouses and make data actionable using DataOps for superior onboarding, cost optimization, protection, and discovery, using accurate, relevant data.
Visit Data Lakes & WarehousesDeliver automated, agile data workflows, from edge to multicloud environments, regardless of data volume, variety, or velocity.
Explore Data IntegrationJump-start your AI-driven enterprise with advanced analytics and trusted solutions for achieving proven business outcomes.
Explore AI-Driven SolutionsBuild, modernize, and manage critical apps across the enterprise and ecosystem with agility, while driving innovation and reducing TCO.
See Application ModernizationComprehensive services to optimize resilience and cost for always-on business. Design, build, run, and operate workloads across private, public, hybrid, and multicloud environments.
Visit App Reliability CentersPlan and migrate to cloud, and build cloud-ready applications while ensuring business agility and elastic scalability.
Explore Cloud ModernizationStay ahead by building a business-centric, customized application portfolio with next-gen technologies, using modern engineering principles, automation, and expertise.
Explore Digital EngineeringMaximize value from SAP ERP applications with our expertise and support. Leverage data to drive insights and create innovative solutions to your toughest business challenges.
Explore SAP ERP ModernizationOptimize your Oracle applications with our expert support. Improve agility, performance, and results through better business decisions and processes.
Visit Oracle ERP ModernizationDigital transformation is accelerating across all industries, driving the need for greater innovation, agility and resilience. Get there faster with data-driven industrial operations.
Visit IoT Solutions OverviewSmart spaces are emerging everywhere. Get started creating yours, leveraging insights from video, Lidar, and IoT to create smart spaces that are healthier, safer, more sustainable, and more.
Explore Smart SpacesCreate competitive advantage via data-driven insight, automation, and processes. Address production challenges, enable visibility, improve loyalty with predictive models, and more.
Explore Manufacturing InsightsLeverage visual intelligence solutions to automate your infrastructure and asset inspection processes to reduce risk, improve public safety, and extend life cycles.
Explore Inspection InsightsDeploy data-driven asset health and performance insights to keep your assets delivering optimum performance, safety, reliability, and value with Lumada Asset Performance Management.
Explore Lumada APMLumada Field Services Management is a scalable, intuitive inspection, maintenance, and repair solutions that equips mobile users to execute work orders with optimal efficiency.
Explore Lumada FSMLumada Enterprise Asset Management enables industrial organizations to optimize outcomes by managing physical assets throughout their life cycle at reduced operating cost and capital investment.
Explore Lumada EAMTransform your business supported by a trusted partner with deep experience in every aspect of data operations, across multiple industries and technologies.
Industry Solutions OverviewThe future belongs to those who capitalize on change. The right partner can help you accelerate digital maturity, create real customer value, and steer your path to success.
Financial Services SolutionsCapitalize on the value of data from across the business ecosystem to enable superior outcomes. Create end-to-end visibility, resilience, and responsiveness to drive industrial digitalization.
Manufacturing SolutionsStreamline operations and accelerate energy transition to create competitive advantage and reduce risk in an increasingly complex and dynamic business environment.
Energy and Utilities SolutionsTurn massive data stores and types into opportunities using intelligent automation. Enable better decisions, gain deeper patient insights, improve lives, and enhance your organization.
Healthcare & Life SciencesIntegrate data from disparate sources to build a foundation for omnichannel retail success. Reveal unique insights, optimize operations and deliver superior customer experiences.
Retail Industry SolutionsLeverage data to build and support successful, healthy communities and economies using innovative data solutions for national, state, and local government.
Solutions for GovernmentEnhance transportation safety, efficiency, and experience, and enable digital innovation and monetization across the passenger travel, transit, freight, and logistics markets.
Solutions for TransportationOur commitment to innovation is why we are consistantly ranked as the most reliable and trusted storage platforms available. Thats why 88% of the worlds leading global banks trust their data to Hitachi Vantara.
Explore MoreFor the last 22 years we offer 100% data availability guaranteed on all VSP models. That’s why 85% of the Fortune 100 trust Hitachi storage.
Explore MoreUnleash the potential of your unstructured data, our integrated approach accelerates the value of data by combining enhanced cloud data management and accelerated performance to meet modern application demands.
Explore MoreTrusted for more than 40 years Hitachi ensures mainframe solutions are helping you get the most out of your data no matter it lives.
Explore MoreHitachi gives you to power to handle any type of workload challenge. From intelligent storage to automated disaster recovery, we have a simple solution for you.
Explore MoreThis is the software that provides all the awesome features for our storage platforms. From data replication to virtualization, SVOS delivers it all!
Explore MoreNow your storage is self-driving with AIOps management, analytics and automation. One management suite for all your storage solution needs.
Explore MoreDistributed applications need the right storage. VSS has full VSP integration with enterprise support running on prem or in the cloud.
Explore MoreEasily enhance data protection to support business continuity and cyber resilience in ways that work best for your business -- in the cloud and on-prem.
Explore MoreAccelerate data-driven transformation. Deliver trusted data by optimizing your data fabric with an intelligent DataOps portfolio, to experience data from edge to multicloud.
Explore MoreIntelligent data discovery and transformation improves productivity by revealing insights more quickly to make your business smarter.
Explore MoreRapidly build and deploy data pipelines for end-to-end data integration and analytics at enterprise scale. Integrate data lakes, data warehouses, and devices, and orchestrate data integration flow across all environments.
Explore MoreTrust in Data by Mastering, Classification, Quality and Governance.
Learn MoreReduce Hadoop infrastructure costs with an intelligent data tiering solution using object storage for seamless application access.
Explore MoreIoT application assembly and enablement for enterprise-wide industrial data operations and information fusion. Power reliable and actionable insights for sustainable performance improvements.
Explore MoreAccelerate and scale operations application deployment with a complete IIoT data platform framework, including core, gateway, digital twins, and machine learning (ML) services.
Explore MoreToolkits that simplify industrial IoT software solutions delivery with packaged digital twins, machine learning (ML) services, and deployable ML models.
Explore MoreXaaS: Your infrastructure, only better. Get the ability to scale as needed, guaranteed SLAs, and pay-as-you-go pricing to align IT costs with your business.
Explore MoreFast and flexible cloud consumption subscription service for storage. Enjoy proven performance of pay-as-you-grow storage and agile storage services with a cloud-based self-service management console.
Explore MoreLevel up data protection quickly and easily with cloud-managed pay-as-you-go, OPEX options for hybrid environments.
Explore MoreHitachi Vantara Professional Services will help accelerate your digital infrastructure deployment, speeding your benefits and providing you the skills to adapt and optimize IT change.
Explore MoreBringing the power of cloud to thousands of customers like you, innovative converged and hyperconverged solutions that increase product release velocity, simplify cloud operations, and reduce TCO.
Explore MoreRedefine enterprise IT with best-in-class performance and availability for your most critical business applications.
Explore MoreSimplify, scale, and save with next-gen HCI appliances delivering low-latency infrastructure and advanced policy-based automation to modernize IT.
Explore MoreIncrease business agility and automation with a seamless hybrid cloud powered by VMware Cloud Foundation.
Explore MoreFlexibility, scale, and performance to make tomorrow's technology work for you today.
Explore MoreAI-driven image-based inspection automates defect detection for equipment assets to lower costs, reduce risks, and enhance worker safety.
Explore MoreComprehensive services to optimize resilience and cost for always-on business. Design, build, run, and operate workloads across private, public, hybrid, and multicloud environments.
Visit App Reliability CentersA range of options to help you reinvent, innovate, transform, and scale. Rely on our global network of experts, supported by powerful assets, platforms, and partnerships.
Explore Consulting ServicesYour digital transformation journey starts here with experts ready to help you drive innovation, superior business outcomes, and value.
See Digital Strategy ServicesRearchitect core applications to optimize resilience and scalability, and drive superior experiences and innovation from the ground-up.
Learn About App ModernizationFast track cloud transformation by moving applications and workloads using our end-to-end cloud modernization services.
Explore Cloud ModernizationBuild exceptional real-time, data-driven experiences to drive customer and brand engagement while improving growth and business value.
Visit Digital Experience Services.Engage experts to create a modern data fabric, institute governance and DataOps, improve decision making, and optimize the value of enterprise data.
Learn About Data ModernizationThe experience, analytics, frameworks, and organizational knowledge to extract superior insight and value from your data, fueling competitive advantage and business growth.
Explore AI & Insights ServicesMaximize value from SAP ERP applications with our expertise and support. Leverage data to drive insights and create innovative solutions to your toughest business challenges.
Explore SAP ERP ModernizationOptimize your Oracle applications with our expert support. Improve agility, performance, and results through better business decisions and processes.
Visit Oracle ERP ModernizationDigitize your physical operations and assets to achieve data-driven modernization and achieve next-level business outcomes and ROI through industry-tested consulting services.
Learn More About IoT ServicesStreamline IT operations, enhance performance and agility, and drive growth with managed services for application and infrastructure management.
Explore Managed ServicesAccelerate depolyments and migration for improved operational efficiency and reduced TCO, with a range of Edge to Cloud Infrastructure Services.
Explore Edge to Cloud ServicesImprove competitive advantage and control of your infrastructure and service levels with expert strategy, design, and operational services.
Visit Infrastructure ServicesDeliver superior uptime while reducing risk with a range of data migration, storage implementation, data protection, and workflow automation services .
Explore Services for StorageSimple, seamless deployment and control of your complex private, hybrid, and multicloud Kubernetes environments and associated enterprise application ecosystems.
Learn About Kubernetes ServiceFree your own people to focus on driving innovation and growth with a variety of service levels and options to proactively prevent issues or disruptions to your business.
See Customer Support ServicesSingle point of contact and VIP support for ongoing guidance, best practices, and managing feature requests. Ideal for complex data management, integration, IoT, and analytics initiatives.
Lumada & Pentaho Support ServicesFlexible, expert tiered service portfolio designed to help you save time, control costs, and accelerate responses to your unique business and technical requirements and challenges
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Login NowHitachi Vantara, a wholly-owned subsidiary of Hitachi Ltd., delivers the intelligent data platforms, infrastructure systems, and digital expertise that supports more than 80% of the fortune 100. Learn how Hitachi Vantara turns businesses from data-rich to data-driven through agile digital processes, products, and experiences.
Explore CompanyHitachi Vantara, a wholly-owned subsidiary of Hitachi Ltd., delivers the intelligent data platforms, infrastructure systems, and digital expertise that supports more than 80% of the fortune 100. Learn how Hitachi Vantara turns businesses from data-rich to data-driven through agile digital processes, products, and experiences.
Explore CompanyThe Open Academic Analytics Initiative (OAAI) at Marist College positively impacts higher education with Pentaho big data integration and analytics
September 24, 2014, — Marist College, a liberal arts college located in Poughkeepsie, New York, has created a portable, open source, predictive analytics model utilizing big data to address the degree completion crisis trending in higher education across America. By utilizing Pentaho's open-source Business Analytics Platform, Marist students, faculty and staff were able to engage in the research, development, and implementation of an early alert system, which is able to identify at-risk students.
The Open Academic Analytics Initiative (OAAI) was founded by Marist College with the support of a $250,000 grant from the EDUCAUSE's Next Generation Learning Challenges program, funded primarily by the Bill and Melinda Gates Foundation. OAAI developed, deployed, and researched the open-source "academic early alert system" that predicts which students in specific courses are not likely to complete the course successfully within two weeks of the start of the course. Pentaho's open-source BI platform was in alignment with Marist's strategic plan to implement and influence new open-source strategies and promote community-source projects, such as OAAI. Further, Pentaho's BI platform is completely open-source and eliminates licensing fees which is a massive cost avoidance in comparison to the available commercial products.
At the heart of the OAAI system is a predictive model that "mines" three historical data sets: student aptitude data, learning management system event-log data, and electronic gradebook data. A rich set of plug-ins and filters to perform various data integration and data mining operations are some of the features in the Pentaho BI platform. These features allow an automated sourcing of data from multiple sources that feed the academic predictive model to achieve accurate scoring. Course-specific Academic Alert Reports are generated, and with this actionable information, faculty can intervene to assist at risk students by deploying one of several interventions, including awareness, tutoring or online educational resources.
By creating a predictive portable model, Marist was able to successfully deploy the academic early alert system to over 2,200 students at community colleges and Historically Black Colleges and Universities (HBCUs) around the United States as a means to research the effectiveness of the predictive analytics and intervention strategies. The accuracy of the predictive model when deployed at these partner institutions was in the 75% - 79% range.
"As a leader in educational applications of technology, Marist is committed to offering students, faculty, and staff the benefit of advanced open-source technologies. The capability to provide a timely intervention to assist a student that is at risk promotes a strong sense of community between student and teacher, illustrates our commitment to service using technology, and provides a provably excellent learning experience," said Bill Thirsk, Vice President and CIO at Marist College. "Not all open source projects are equal or have the same impact on our student's success. Partnering with Pentaho provided us the big data tools we needed to make a difference in student outcomes, one course and one student at a time."
Already, the OAAI has achieved all of its major project objectives, including the release of predictive models under an open-license and the significant research findings on the impact of different intervention strategies on student performance. Thus far, OAAI has been shared and implemented at four colleges and universities, all of varying sizes and demographics. As a contributor to this success, Pentaho's tools have accommodated these different demographics and institution types.
"Marist's 360 degree view of student performance is one of the most common big data use cases Pentaho addresses in the shifting sands of the big data ecosystem," explains Donna Prlich, Vice President, Product and Solutions Marketing at Pentaho. "By harnessing the power of Pentaho's big data integration and predictive analytics capabilities Marist College has successfully reduced college dropout risks before they happen."
Bring your data to life. Attend PentahoWorld October 8-10 in Orlando, Florida. Whether you have extensive experience with Pentaho or are just getting started, PentahoWorld has content to help you unleash potential, unlock insight and deliver value with your data. Learn more and register at www.pentahoworld.com
About Marist College
Marist College was founded in 1929 and is located in the heart of the historic Hudson Valley, midway between New York City and Albany, the state capital. The school has been recognized for excellence by U.S. News & World Report, Time, The Princeton Review. Additionally, Barron's Best Buys in College Education, has noted Marist College for its leadership in the use of technology to enhance the teaching and learning process. Marist reflects the ideals of the founder of the Marist Brothers, St. Marcellin Champagnat: commitment to excellence in education, a pursuit of higher human values, and dedication to the principle of service.
About Pentaho, a Hitachi Group company
Pentaho, a Hitachi Group company, is a leading data integration and business analytics company with an enterprise-class, open source-based platform for diverse big data deployments. Pentaho's unified data integration and analytics platform is comprehensive, completely embeddable and delivers governed data to power any analytics in any environment. Pentaho's mission is to help organizations across multiple industries harness the value from all their data, including big data and IoT, enabling them to find new revenue streams, operate more efficiently, deliver outstanding service and minimize risk. Pentaho has over 15,000 product deployments and 1,500 commercial customers today including ABN-AMRO Clearing, BT, EMC, NASDAQ and Sears Holdings Corporation. For more information visit www.pentaho.com.
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