GOLD - IEEE GOLD Volunteer Information Evening Nov 2013
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On Nov 4, 2013 the IEEE SCV Graduates of the Last Decade held their Volunteer Information Evening at LinkedIn which brings in a number of organizations from the local San Francisco Bay Area to talk about their organizations. Each organization is given 5 minutes to present, and after the event they set up a booth in which the attendees can gather more information on, and volunteer with their organizations. These are the slides for IEEE SCV GOLD.
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This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Presentation of the OECD Artificial Intelligence Review of Germany
Consult the full report at https://www.oecd.org/digital/oecd-artificial-intelligence-review-of-germany-609808d6-en.htm
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
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.
Dandelion Hashtable: beyond billion requests per second on a commodity server
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
Main news related to the CCS TSI 2023 (2023/1695)
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Public CyberSecurity Awareness Presentation 2024.pptx
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“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
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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.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.
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GOLD - IEEE GOLD Volunteer Information Evening Nov 2013
- 1. IEEE SCV GOLD LinkedIn – November 4, 2013 Tim Worboys, Chair, IEEE SCV GOLD 1 11/3/13
- 2. 2013 Officers Chair Secretary Tim Worboys Marie Weber Treasurer Vice Chair Aytug Karalar Jean-François Merckling http://www.ieee-scv-gold.org/ 2 11/3/13
- 3. 2014 Officers Chair Secretary Treasurer Vice Chair ???? Also seeking members for non-board positions, for 2014 and now! http://www.ieee-scv-gold.org/ 3 11/3/13
- 4. What is IEEE? ! ! ! World’s largest professional organization Headquartered in New York City Dedicated to advancing technological innovation and excellence ! Advancing technology for humanity ! ! ! 425,000 members in 160 countries 4 Not-for profit Merger of AIEEE and IRE 11/3/13
- 5. What is SCV GOLD? ! Monthly events – Professional development – Technical – Networking ! ! ! 5 Planning Committee Monthly newsletter Always welcome students! 11/3/13 http://www.ieee-scv-gold.org/ ieee.gold.scv@gmail.com
- 7. Chapter Membership 2012 2013 Fellows - 1 Seniors 26 48 476 1104 - - 151 106 Associate Members 7 21 Affiliate Members - - 660 1280 Members Student Members Graduate Student Members Total 7 11/3/13
- 8. 2012 Events Title Date Venue Guests Committee Meeting 1st Thursdays Carl’s Jr ~5 Bowling Jan 26, 2013 AMF Missions Lanes 12/4 Laser Tag Feb 16, 2012 Laser Quest 6/4 Brewery Tour May 3, 2012 Gordon Biersch Brewery 14/10 Wine Tasting June 16, 2012 Vino Tabi Winery 6/7 Volunteer Info Evening Aug 8, 2012 Qualcomm 31/21 High Impact Interpersonal Comm. Sept 22, 2012 Qualcomm 52/5 Laser Tag Oct 30, 2012 Laser Quest 4/6 Financial Management Dec 4, 2012 Mass Mutual, Milpitas 2/3 8 11/3/13
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- 10. 2013 Events Title Date Venue Guests GOLD/NPU LAN Party Sep 28, 2013 NPU 29 Student Talks Ongoing UCSC, NPU, Stanford, SCU ~45 each school Global Humanitarian Technology Conference Oct 20, 2013 San Jose Airport Garden Hotel 97 Volunteer Information Evening Nov 4, 2013 LinkedIn ? Bowling Dec 9, 2013 Homestead Lanes ? 10 11/3/13