Announcing a new @Kaggle competition for optimizing programs for AI model workloads, with winners invited to present at the #NeurIPS2023 ML for Systems workshop! Learn more and enter the competition → https://
kaggle.com/competitions/p
redict-ai-model-runtime
… #Kaggle #AI #ML #efficiency
SYSTEMS
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Kaggle Competition: Optimizing AI Model Runtime Performance
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Dynamic mindset essential for optimal system quality
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Life is a dynamic system, and it requires a dynamic mindset to operate it at optimal quality. A static mindset cannot keep up with what it takes to achieve, maintain, and improve quality in a dynamic system.
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Ant Colony Resilience: Individual Deaths, Collective Survival
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Yes, if you zoom in there's death everywhere (individual ants) but zooming out the ant colony can be around for a very long time…
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Learning Heuristics: ML Systems Symbiosis Approach
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I agree with @finbarrtimbers
: the potential to replace hand-written heuristics with ones that are learned is vast! I gave a talk about this at the 2018 MLSys: "Systems and Machine Learning Symbiosis" (ML for systems part starts at about 17:30). https://
youtu.be/Nj6uxDki6-0?si
=_vHLwDoc4hFuqJ2N
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Building and Operating S3: Major Storage System for AI
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Building and operating a pretty big storage system called S3 https://
bit.ly/43Uyo3r #AI #MachineLearning #DeepLearning #LLMs #DataScience -
OT Zero Trust Security Framework Implementation Guide
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Implementing security controls isn't a one-time task – it's an ongoing commitment to safeguarding your operations. Discover how a foundational security reference framework can help you embrace the #OTzerotrust security approach. https://
ow.ly/3Wxq50PyMou #sponsored #txone_ics #ics -
Video Analytics Enhance Safety Across Cities
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How Analytics Boost Citywide Safety https://
insight.tech/cities/video-a
nalytics-boost-citywide-safety?utm_source=twitter&utm_medium=organic-social&utm_campaign=2023-q3-tdc&utm_content=sinnott
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via @insightdottech #VisionZero #IoT #AI #IntelPartner #Video #Data #Analytics #Infrastructure #SmartCities #ITInfluencer #SDGs #Safety #Security #Health #ISS #5G @Intel @Inteliot @Analytics_699 -
RAG Pipeline Technical Overview and Implementation Guide
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A great overview of what's going on under the hood in a RAG pipeline Thanks for writing this @czue
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Project Lightspeed enhances Structured Streaming with stateful operators
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#ProjectLightspeed is continuing to make Structured Streaming better and better See how its latest enhancements allows users to have multiple stateful operators within a single stream to help reduce latency, complexity, and cost! https://
bit.ly/3YG37jF -
Autonomous Factory: Ultimate Machine Automation Vision
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"we want a machine that is an organism, a combination of machine, of course the ultimate in this will be when men do not control the individual machines, but complete arrays of machines that are complete production plants…a sort of automatic factory" Mkay.