Dropbox for Education?
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A presentation for my Business Communications class, when prompted to convince others. Here, me and my team demoed to a hypothetical CMU IT board why they should use Dropbox as a file management tool for students and faculty in replacement of the current Andrew File System, (which in truth absolutely no one uses), if Dropbox hypothetically offered such a product for the education sector. Looking back on it in May 2012, I'm surprised that no cloud service provider has targeted the education market, as there are clear use cases for all kinds of students to utilize such a service. It's worth noting that Google has a strong grasp in Education with Google Apps for Education, and now that they just recently released Google Drive... This presentation was made and presented in March 2011. My PowerPoint skills have improved greatly since then. :)
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“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...Edge AI and Vision Alliance
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.Generating privacy-protected synthetic data using Secludy and Milvus
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Columbus Data & Analytics Wednesdays - June 2024
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Azure API Management to expose backend services securely
How to use Azure API Management to expose backend service securely
Building Production Ready Search Pipelines with Spark and Milvus
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift
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.
Trusted Execution Environment for Decentralized Process Mining
Presentation of the paper "Trusted Execution Environment for Decentralized Process Mining" given during the CAiSE 2024 Conference in Cyprus on June 7, 2024.
Public CyberSecurity Awareness Presentation 2024.pptx
Cyber security awareness slides for a busisness by TreeTop Security
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
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Dropbox for Education?
- 1. @ Carnegie Mellon University
- 2. What is Dropbox? • Cloud Storage and File Synchronization Solution • Founded in 2008, over 4 million users in 2011 • Offering local server licenses for colleges
- 3. “The Simplest, Most Elegant File-Sync Tool Ever” • Synchronize and backup files automatically • Share files with other Dropbox users • Access files anywhere with web and mobile clients
- 4. Current System Inefficient For Student Needs • Files must always be easily accessible • AFS requires students to manually FTP/SSH • Students use e-mail or flash drives instead
- 5. How Dropbox Will Work at CMU
- 6. Innovative Technology for an Innovative Campus • Saves time and reduces stress for students • Enhances student collaboration for projects • Puts CMU at the forefront of on-campus technology Average Time Spent Transferring One File 25 20 seconds 20 15 10 5 Zero seconds! 0 AFS/E-mail/Flash Drive Dropbox
- 7. Absolute File Security and Privacy • Files are heavily encrypted • Administrators cannot access student files • Permissions for shared folders
- 8. Minimal Overhead and Unlimited Scalability • Reasonable price for server licenses • Few variable costs • Easily expandable storage
Editor's Notes
- Message Title from PC Magazine Review
- Students always need files accessibleAFS requires students to manually FTP/SSHStudents use e-mail or flash drives instead
- Local Dropbox servers maintained on campusAll campus computers can access Dropbox2 GB per student, can be increased
- Saves time and reduces stress for studentsEnhances student collaboration for projectsPuts CMU at the forefront of on-campus technologyTime is spent by logging into e-mail and downloading file, and then by sending the file back and redownloading it
- Files transmitted via SSL, files encrypted server side by AES-256
- Reasonable price for server licensesOnly variable costs are server maintenanceCan easily add more storage if necessary