PredictiveWorks. @Predictiveworks
Welcome to the world of AI Prediction Apps & Recipes! Find out more on https://t.co/VHYiyGtTra predictiveworks.eu Munich Area Joined July 2013-
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SensorBeats and their integrations with Eclipse Ditto and FIWARE context brokers define next generation building blocks for decentralized context recognition, from raw data to knowledge. #ML #AI #IoT #sensors #Fiware #smartcity #data #eclipse
PredictiveWorks. streaming modules seamlessly integrate with #FIWARE context brokers, and e.g. move interpreted context & situations to our IgniteGraph, an @ApacheIgnite ® based #graph #database to get linked wit other context to finally reach the #knowledge level. #IoT #ML #AI
PredictiveWorks. streaming modules seamlessly integrate with #FIWARE context brokers, and e.g. move interpreted context & situations to our IgniteGraph, an @ApacheIgnite ® based #graph #database to get linked wit other context to finally reach the #knowledge level. #IoT #ML #AI
Besides interacting with #Eclipse Ditto in decentralized networks, SensorBeat can also disseminate #NGSI compliant higher level context information to #FIWARE context brokers to aggregate interpreted context into complex entity situations (or states) and changes of situations.
SensorBeats ship with local data storage capabilities, and can be added to, and removed from decentralized "thing networks" without loss of information. #Fiware #IoT #ML #Eclipseditto #sensors #data
SensorBeats can be used standalone, & as pluggable components of decentralized #Eclipse #IoT #Ditto enabled "thing networks". In the latter setup, a #SensorBeat disseminates higher-level context info to Eclipse Ditto, & also acquires context info from other SensorBeats.
SensorBeats can be used standalone, & as pluggable components of decentralized #Eclipse #IoT #Ditto enabled "thing networks". In the latter setup, a #SensorBeat disseminates higher-level context info to Eclipse Ditto, & also acquires context info from other SensorBeats.
SensorBeats are built to support decentralized context modeling & recognition. Interpreted context is derived by applying configurable deep learning models to sensor-specific readings and also cross-sensor readings. #IoT #sensors #data #ml #AI #analytics
PredictiveWorks. set of SensorBeats supports #LoRaWAN sensors from a variety of different vendors, Dragino Technology Co., Limited, Ellenex, ELSYS, Milesight #IoT, Netvox Technology, Sensedge, and others, & supports raw data acquisition from Helium, LORIOT and The Things Network.
Centralized approaches have issues like network traffic, limited resilience when being under #cyber attacks. Researchers propose distributed & decentralized #architectures with dynamic composition capabilities. They are often inspired by paradigms like edge & fog computing. #IoT
Centralized approaches have issues like network traffic, limited resilience when being under #cyber attacks. Researchers propose distributed & decentralized #architectures with dynamic composition capabilities. They are often inspired by paradigms like edge & fog computing. #IoT
#IoT solutions - acquiring context data, recognizing & understanding. Context-aware architectures support almost the same: Track & collect raw data from sensors, move them to centralized platforms, & apply big data computing to obtain higher-level info from amounts of raw data.
This approach enriches information #entities like sensors, devices, gateways, buildings & more with identified attack patterns, malware threat indicators & observables. The result is a cyber threat aware context recognition #architecture & solution for #IoT. #Data #AI #ML
PredictiveWorks. integrated OpenCTI as Threat Intelligence Sensor, and enables NGSI-LD compliant cyber context dissemination via MQTT and FIWARE Context brokers. #IoT #threatintelligence #ML #AI #data #smartcity
PredictiveWorks. integrated OpenCTI as Threat Intelligence Sensor, and enables NGSI-LD compliant cyber context dissemination via MQTT and FIWARE Context brokers. #IoT #threatintelligence #ML #AI #data #smartcity
For 360° cyber resilient situational awareness, this is not enough. Connecting the dots and combining existing #Smart #Data Models and STIX, based on NGSI-LD, is suggested here, to reach a cross-vertical information exchange model for future smart & #cyber resilient applications.
Today the #security domain provides all tools for enabling advanced threat sharing. To our best knowledge, this information remains siloed in this vertical. #Smartcity initiatives often reduce cyber security to authentication, access control or info encryption & integrity. #IoT
Today the #security domain provides all tools for enabling advanced threat sharing. To our best knowledge, this information remains siloed in this vertical. #Smartcity initiatives often reduce cyber security to authentication, access control or info encryption & integrity. #IoT
STIX is an existing and globally used OASIS standard for identifying & sharing cyber threat information. Open-source cyber #threatintelligence platforms like OpenCTI exist to store, organize, visualize & share knowledge about cyber threats. #cybersecurity #cyberattack #fiware
STIX is an existing and globally used OASIS standard for identifying & sharing cyber threat information. Open-source cyber #threatintelligence platforms like OpenCTI exist to store, organize, visualize & share knowledge about cyber threats. #cybersecurity #cyberattack #fiware
Sharing threat info is vital for the protection of today's & future distributed (critical) infrastructures like smart cities. It must be the new "normal" in a cyber threat aware environment. #Opencti #threat #sensors #data #ML #AI #IoT
In 2015, the first known cyber attack against an #electricalgrid turned off electricity for more than 225.000 customers. Then thousands of #cyber attacks against critical infrastructures have been carried out, &, cyber #threats define the new "normal" in our digitized world.
From a solution provider's perspective, implementing smart solutions on a common information exchange model for operational domains only, neither reduces the number of interfaces to implement nor is a cost-effective and flexible. #iot #smartcities #fiware #cyber #cybersecurity
From a solution provider's perspective, implementing smart solutions on a common information exchange model for operational domains only, neither reduces the number of interfaces to implement nor is a cost-effective and flexible. #iot #smartcities #fiware #cyber #cybersecurity
Besides modeling their dynamic operational behavior, shared information entities also ship with threat behavior. #IoT #smartcity #AI #ML #data #sensors
One important building block to make future smart cities resilient, is to share potential & identified cyber threats with all stakeholders as soon as possible. So, where is the #SmartDataModel for Cyber Threat Intelligence? #IoT #AI #ML #data #threat
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