New way delivers 5 alerts per day that actually matter, with full operational context included.
@fogoros
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AI Reduces Alert Noise in Industrial Maintenance Operations
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Old way meant maintenance teams got 200 alerts per day with no context about why the vibration spiked.
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Contextual Data Modeling Transforms Industrial Vibration Sensor Intelligence
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Traditional approach: vibration sensors dump raw data into isolated systems.
— Lucian Fogoros (@fogoros) 13 avril 2026
Modern approach: contextual data modeling creates actionable intelligence by correlating sensor data with operational states.
Partner content with @HighbyteInc. #highbyte_iiot pic.twitter.com/rXUNSp1w8ETraditional approach: vibration sensors dump raw data into isolated systems.
Modern approach: contextual data modeling creates actionable intelligence by correlating sensor data with operational states.
Partner content with @HighbyteInc
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Database Architecture for Autonomous Energy Operations
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The energy industry is moving toward autonomous operations. Your database architecture will determine if you can keep up.
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Smart Grids Platforms Handle Distributed Energy Resources Scale
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Smart grids require platforms that can handle telemetry from distributed energy resources at unprecedented scale and speed.
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Time Series Databases: Essential Infrastructure for Industrial IoT Monitoring
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Time series databases are becoming the foundation for real-time monitoring, predictive maintenance, and grid stability.
— Lucian Fogoros (@fogoros) 13 avril 2026
Without this data infrastructure, your sensors and SCADA systems are just expensive paperweights.
Partner content with @InfluxDB. #influxdata_iiot #InfluxDB pic.twitter.com/B2n35eil7xTime series databases are becoming the foundation for real-time monitoring, predictive maintenance, and grid stability.
Without this data infrastructure, your sensors and SCADA systems are just expensive paperweights.
Partner content with @InfluxDB
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USB Device Security Policy Detection and Blocking
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Which of these USB devices would your current security policy actually catch and block?
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Policy Enforcement Failures in Security Controls Systems
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Three ways policy fails: no policy exists, policy exists but isn't enforced, or privileged users override policy with admin credentials believing they're exempt from security controls.
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Transient Devices Bypass Air Gap Security in Control Networks
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Transient devices like vendor laptops plugged directly into control networks bypass the air gap entirely. The phone charging incident falls into this category with zero malicious intent.
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USB Device Security Threats and Autonomous Attack Vectors
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USB ports accept more than storage devices. Keyboards execute autonomous attacks on contact. Webcams carry embedded payloads. Network adapters create unauthorized connections. Removable media means any USB device. Partner content with OPSWAT. #opswat_ics pic.twitter.com/SZsCq8NOfu
— Lucian Fogoros (@fogoros) 12 avril 2026USB ports accept more than storage devices. Keyboards execute autonomous attacks on contact. Webcams carry embedded payloads. Network adapters create unauthorized connections. Removable media means any USB device. Partner content with OPSWAT. #opswat_ics