Data Science and Streaming

Accelerate innovation and achieve a competitive advantage with data science and streaming analytics. Algorithms are only one piece of the advanced analytics puzzle. Being able to access, prepare, visualize, model, deploy, score, monitor, and retrain models within a fully auditable and governable framework is the end-to-end analytics lifecycle that is paramount to success. To outpace the competition, your organization needs to evaluate high-volume, streaming data directly within your business systems and at the edge.

TIBCO im Magic Quadrant for Data Science and Machine Learning Platforms 2019 als Leader eingestuft
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Vorteile

Vereinfachen, zusammenarbeiten und mehr erreichen

Big data technologies are complex. Simplifying the end-to-end analytics lifecycle within big data ecosystems like Spark and Hadoop allows you to use data science techniques at scale. Collaborating across data science, line of business, and IT teams on big data and other advanced analytics projects increases efficiency and productivity for the entire organization.

Anomalien identifizieren und Maßnahmen einleiten

Analyzing high-volume streaming data at the edge and directly within business systems allows you to find anomalies, make decisions, and take action at point of impact. With ever-increasing volumes of data, being able to analyze, filter, summarize, and gain insight in real time reduces the need to move and store every bit of data collected.

Operationalisierung, Monitoring, Verwaltung, Vertrauen

Viele Organisationen haben Schwierigkeiten mit der Operationalisierung von Analysen. Indem Sie Analytics-Modelle trainieren, aktualisieren und neue Modelle automatisch am Netzwerkrand oder direkt innerhalb von Unternehmenssystemen implementieren, erzielen Sie leicht verständliche, vertrauenswürdige Ergebnisse, auf deren Grundlage Sie handeln können. Dies ist insbesondere angesichts permanenter Datenveränderungen und sich verschlechternden Modellen relevant.

Nutzen Sie wertvolle Erkenntnisse für fundierte Handlungen

With full visibility into all data anywhere, your organization can make the best decisions based on real-time, actionable insights and intelligence with our advanced analytics. Improve business outcomes by infusing advanced analytics into the business and automating decisions. Learn more, refine, and build intelligence with a closed-loop solution featuring built-in, continuous feedback.

Customer: University of Iowa Hospitals and Clinics transforms patient care with predictive analytics

Schnellere und einfachere Analysen

Accelerators are reusable business application templates designed to solve specific business problems. From oil & gas drilling and connected vehicles to real-time inventory and risk management, our analytic accelerators solve your challenging problems. They include extensible and re-usable design patterns and reference architectures that are fully documented and freely available on the TIBCO Community.

Schnell und richtig reagieren

Reagieren Sie im Bruchteil einer Sekunde auf Ereignisse und stellen Sie sicher, dass die richtigen Personen zur richtigen Zeit die richtigen Maßnahmen einleiten, um Probleme schnell korrigieren zu können. Nutzen Sie Microservices für Edge-Scoring und moderne serverlose Anwendungen mit einem extrem kleinen Footprint auf Basis von Open-Source-Technologien.

Capabilities

Predictive models

Easily create and deploy predictive models that combine data prep, business rules, and machine learning. Give data scientists templates that can be easily deployed with industry-leading model management, monitoring, and governance to deliver actionable insights.

Maschinelles Lernen für Big Data

Automate analytical models with algorithms that iteratively learn from data and optimize performance. With available machine learning algorithms for big data, you can find new patterns and insights without explicitly programming them where to look.

Streaming-Analysen

Automate action with advanced analytics and predictive models on live data. Use a visual development environment to quickly build and deploy streaming applications to enable systems to score data, send alerts, and quickly take action that is timely and contextual.

Edge Analytics

Build analytics as a service and deploy microservices to analyze and score data at the edge. Reduce data bottlenecks and bring analytics to the data.

Security, governance & auditability

Die Implementierung von Analyse- und Datenpipeline-Lösungen auf der Grundlage von Kerberos, Ranger und Sentry kann eine echte Herausforderung sein; viele Open-Source-Implementierungen sind einfach nicht dazu geeignet. Unsere erweiterten Analyselösungen funktionieren unabhängig von der zugrunde liegenden Technologie und lassen sich mit bestehenden Datensicherheitsrichtlinien innerhalb eines steuerbaren, prüfbaren Frameworks integrieren.

Zusammenarbeit im Team

Deploying analytic pipelines against Kerberos, Ranger, and Sentry can be challenging; many open-source implementations aren’t suited. Our advanced analytics is technology agnostic and integrates with your data security policies within a governable auditable framework.

Zugehörige Produkte