Orange County ACM Chapter
Orange County ACM Chapter
  • Видео 42
  • Просмотров 39 123
Systems and software for averting an energy crisis
The US Department of Energy projects that by the year 2055, given current projected growth, electrical demand for devices including the internet will exceed the capacity of planet Earth to provide that power. The electrical demands on data processing centers in a world of AI and cryptocurrency on top of standard workloads lead the industry down an unsustainable path. Hyperscale systems are feverishly adding processing, memory, storage, connectivity fabric, and communications at an alarming rate. Software engineers need to be part of the total cost of ownership calculation to address this energy crisis.
This talk details some key aspects of the system architectures that are being deployed i...
Просмотров: 94

Видео

2024 ACM student chapter awards
Просмотров 163 месяца назад
2024 ACM student chapter awards Follow us on your favorite platforms: linktree.com/ocacm
Dynamic distributed computing for autonomous vehicles in 5G infrastructures
Просмотров 975 месяцев назад
NOTE: due to low power on one of our microphones during the presentation, short, occasional bursts of loud static were generated on the initial recording between about 00:47:00 and 01:02:00. We've attempted to clip out these parts, so you may see some jumps in the video, but we would still exercise caution with your volume setting if listening with headphones. We apologize for any inconvenience...
Nation's first community AI supercomputer in Orange County
Просмотров 1677 месяцев назад
Doug Sayles and Josh Lindstrom from Trace3 discuss a collaboration with the CEO Leadership Alliance of Orange County (CLAOC), NVIDIA, Chapman University, and Run:ai to establish a framework for the contribution, installation and use of the nation’s first community-focused AI supercomputer. The presentation highlights the potential benefits, collaborative opportunities, and technological advance...
Bitcoin stacks and LLMs YouTube
Просмотров 1589 месяцев назад
One of the most exciting opportunities at the intersection of AI and blockchain is the use of large language models (LLMs) to write code. We're discovering that LLMs have tremendous potential in generating human-quality code and require the development of rigorous processes to use systems such as Open AI to create high-quality software. LLMs can be used to write blockchain code in a number of w...
Natural language analysis - how to understand tons of text in minutes
Просмотров 24011 месяцев назад
The emergence of Large Language Models has led to many breakthroughs in processing text and producing new and innovative products. Generative text is one of many applications in the Natural Language Understanding space. Text analysis, vectorization, and word-embeddings provide another way to analyze text to help drive business decisions in scientifically repeatable ways. The vectorization appro...
2023 ACM student awards
Просмотров 3211 месяцев назад
Follow us on your favorite platforms: linktree.com/ocacm
Programming with AI
Просмотров 777Год назад
We've all seen how ChatGPT and GitHub Copilot can generate code and help programmers. In this talk, we will take a look back at some of the history of programming language tooling and then forward at some cutting-edge research in large language models to prognosticate about what the act of programming might look like in the coming years. Vivek Haldar has been programming for three decades at al...
How large language models work (and why that's why they don't)
Просмотров 29 тыс.Год назад
We are at the precipice of widespread adoption of natural language processing: large language models will fundamentally change how we use and interact with devices. Through examples, we will discuss how language models can be adapted to be classifiers, summarizers, coders, writers, and conversational assistants, with little to no supervision. We will discuss the basics of neural networks, the t...
The next transformation in computing: from the cloud to the global-scale edge
Просмотров 368Год назад
The computing paradigms that support data-intensive applications have been radically transformed many times in the past few decades. In this talk, we will take a closer look at these transformations to have a better understanding of the patterns that drive them. With this understanding, we project how computing evolves to shape the new transformation in computing. We will observe how cloud comp...
Socially assistive robotics right now
Просмотров 344Год назад
The nexus of advances in robotics, natural language processing, and machine learning has created opportunities for personalized robots in a variety of domains of daily life. The current pandemic has both caused and exposed unprecedented levels of health & wellness, education, and training needs worldwide. Socially assistive robotics has the potential to address those needs through personalized ...
A roadmap for regulating AI systems
Просмотров 371Год назад
As AI systems become more powerful and prevalent in our lives, what used to be a questionable behavior in the lab can now have profound impacts to our lives and livelihoods. To this end, governments all over the world have attempted to specify acceptable behaviors of AI systems to prevent harmful applications from damaging our economies and societies. A notable such effort is the ongoing discus...
Smart contracts
Просмотров 84Год назад
The first part of the talk explains the basic workings of Bitcoin and then gives a short introduction to smart contracts on Ethereum. The second part surveys some of the developments that are based on this technology and come under headlines such as decentralization of the internet, web3, metaverse, Decentralized Finance (DeFi), Decentralized Autonomous Organizations (DAOs), Decentralized Appli...
Embattling for a Deep Fake Dystopia
Просмотров 3062 года назад
Recent advances in the democratization of AI have been enabling the widespread use of generative models, causing the exponential rise of fake content. Nudification of over 680.000 women by a social bot, impersonation scams worth millions of dollars, or spreading political misinformation through synthetic politicians are just the footfall of the deep fake dystopia. As every technology is simulta...
NFTs - Fad or Leading Trend ?
Просмотров 1072 года назад
Follow us on your favorite platforms: linktree.com/ocacm In the past year, NFTs have moved into all sectors of the news. In March of 2021, Mike Winklemann, known as Beeple, had his "Everydays: The First 5000 Days" NFT auctioned o by the famous Christie's Auction house for an amazing $69 Million dollars. Facebook became Meta, the Staples Center became Crypto.com Arena, and the Cryptopunk collect...
Deep Learning Hardware
Просмотров 2,3 тыс.2 года назад
Deep Learning Hardware
Dimensions of Change: Measurements for a Metaverse
Просмотров 5612 года назад
Dimensions of Change: Measurements for a Metaverse
Machine Learning Computer Architecture Enhancements
Просмотров 4752 года назад
Machine Learning Computer Architecture Enhancements
Automated Influence (AI) - What Could Go Wrong?
Просмотров 2452 года назад
Automated Influence (AI) - What Could Go Wrong?
GIS, Location Data, Imagery and Machine Learning: Applications and Opportunities
Просмотров 1593 года назад
GIS, Location Data, Imagery and Machine Learning: Applications and Opportunities
Causal Analysis and Software Systems Engineering
Просмотров 2673 года назад
Causal Analysis and Software Systems Engineering
CLIP: Recent legislation on personal data privacy
Просмотров 223 года назад
CLIP: Recent legislation on personal data privacy
Why Your Privacy Matters
Просмотров 1343 года назад
Why Your Privacy Matters
One World, One Internet, Many Futures
Просмотров 573 года назад
One World, One Internet, Many Futures
The Use of AI Diagnostics in Healthcare
Просмотров 993 года назад
The Use of AI Diagnostics in Healthcare
Quantum Computing: State of Play
Просмотров 1253 года назад
Quantum Computing: State of Play
Docker + Kubernetes: Holy Grail for Software Distribution and Deployment
Просмотров 483 года назад
Docker Kubernetes: Holy Grail for Software Distribution and Deployment
Memories of Tomorrow
Просмотров 423 года назад
Memories of Tomorrow
Cybersecurity: How Worried Should We Be ?
Просмотров 223 года назад
Cybersecurity: How Worried Should We Be ?
Cybersecurity: Tales from the Trenches
Просмотров 223 года назад
Cybersecurity: Tales from the Trenches