Presentation TBS-453_ENG
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This document discusses the TBS-453A 4-bay M.2 SSD NASbook from QNAP. It has a quad-core Intel Celeron processor, supports up to 8GB of RAM and 4 M.2 SSDs for storage. Key features include small size, easy setup, extensive connectivity including 4 USB 3.0 ports and HDMI, and the ability to run multiple operating systems simultaneously via its HDMI ports. It is aimed at providing an affordable yet powerful network attached storage solution using high-speed M.2 SSDs.
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Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
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Presentation TBS-453_ENG
- 1. 4-BAY M.2 SSD NASbook Product Manager Jason Hsu 2016 Feb. 24 TBS-453A Quad-Core N3150 1.6Ghz Built-in Speaker 4 x USB 3.0
- 2. Typical Storage Form Factor 3.5” HDD 2.5” HDD 2.5” SSD mSATA SSD M.2 SATA SSD eMMC
- 3. Source: http://www.flashmemorysummit.com/ Client Market Trend 3.5” 2.5” 3.5”/2.5” mSATA M.2 M.2
- 4. More about M.2 SSDs • Faster Speed • AVG 500MB/s • Small Sizes • 22110 (22 x 110 mm) • 2280 (22 x 80 mm) • 2260 (22 x 60 mm) • 2242 (22 x 42 mm) • Going Mainstream • Declining cost per GB • Getting Green • Better for the environment with less electricity, heat, rare metals 2280 2260 2242
- 5. M.2 SSDs – Getting More Affordable Source: http://www.amazon.com/Samsung-850-EVO-250-MZ-N5E250BW/dp/B00TGIVZTW/ref=sr_1_2?ie=UTF8&qid=1456281566&sr=8-2
- 6. Compatible with M.2 SSD Leaders
- 7. Easy to Set-up. Right Out-of-the-Box • Small in size, just 25 x 230 x 165 mm (H x W x D, B5 size) • Ready to store, share, and play in minutes • 8GB & 4GB RAM models • TBS-453A-8G-960GB, TBS-453A-4G-960GB: • 960GB raw capacity, with 4 x 240G*B M.2 SSDs • TBS-453A-8G-480GB, TBS-453A-4G-480GB: • 480GB raw capacity, with 2 x 240GB* M.2 SSDs • TBS-453A-8G, TBS-453A-4G: • Bring Your Own Storage: Without SSDs
- 8. Hardware I/O Overview 8 USB One Touch Copy USB 3.0 (One Touch Copy) USB 3.0 SDXC Card Reader (up to 128GB) SSD 1-4 Volume Down Volume Up Power Button/ Status LED
- 9. Hardware I/O Overview 9 Kengsinton Security Slot HDMI 1HDMI 2 Line Out Mic In 1 & 2 LAN Port 2-1, 2-2, 2-3, 2-4 LAN Port 1 DC Input 10V-20V Reset USB
- 10. 10 Speaker Events by voice prompt: • System ready • System reset • System update completed • USB device removal • Successful USB backup • System shut down USB 2.0
- 11. All flash storage for optimal performance, light weight, shock-proof 4 heatsink pads included for heat dissipation Tool-less rubber feet & thumbscrew removal 2 RAM slots, up 8GB DDR3L RAM Up to 4 x M.2 2280/2260/2242 SATA 6Gb/s SSDs Built-in Hardware Switch for Network Switch Mode or Private Network Mode
- 12. Embedded SSD Temperature Sensor 12 Monitored via QTS web UI
- 13. Built-in Network Switch IC
- 14. Extensive Connectivity Options • 2 x HDMI v1.4b, up to 4K UHD, 30Hz • 4 x USB 3.0 • 1 x USB 2.0 • 2 x 3.5mm microphone in • 1 x 3.5mm line out
- 15. 14nm Quad-Core 1.6GHz Intel Celeron N3150 Quad-Core 1.6GHz (up to 2.08GHz) Up to 8GB DDR3L-1600, dual-channel support
- 16. Run multiple O.S. on your NAS • Windows 10 • Ubuntu Linux • Connect HDMI monitor, USB keyboard & mouse • Instant switching & without rebooting
- 17. Linux desktop system for IoT Applications 17
- 18. HybridDesk Station & Dual HDMI
- 19. Superior real-time and offline 4K video playback & transcoding • Up to 4K H.264 via HDMI
- 20. An immersive karaoke experience with OceanKTV
- 21. Cloud-ready 24 x 7 Surveillance 21 Channel Licenses Free: 4 Max: 40
- 22. Easily Expand Storage Capacity 22 UX-800P / UX-500P USB 3.0 connection TBS-453A
- 23. 23 Availability: Mid March 2016 for shipping Pricing: Contact your regional QNAP sales representatives