Light Summer Reading: Crowd-sourcing Algorithms to Beat Wall Street

By John Russell

July 27, 2016

Looking to cash in on your algorithm expertise? Join the crowd. A three-year-old hedge fund investment company, Quantopian, that crowd-sources algorithms to guide its investing has just received a new infusion of $250M to play with and continues scanning the crowd for mathematical keys to success. When an algorithm is used by the company and succeeds, the algorithm developer gets a share of the profits.

Computer-driven investing, of course, is hardly new. Nor is smart mathematicians and scientists trying their hand at quantitative investing. Perhaps the most prominent example is David Shaw, whose hedge fund investing success through The D. E. Shaw Group also funded his D.E. Shaw Research, which has been extraordinarily productive in computational biology. Shaw Research designed and built Anton, a special purpose supercomputer for biosimulation (see HPCwire article, Biomedical Simulation at PSC Gets Major Performance Boost with Anton 2).

“Quantopian says it has 85,000 users signed up from 180 countries who have created more than 400,000 algorithms on the company’s free web-based platform. So far, the firm has only selected 10 of those to trade a few hundred thousand dollars on behalf of Quantopian. The platform is only for U.S. equities trading so far, but Quantopian plans to expand to other asset classes,” according to a report in today’s Wall Street Journal (Steven A. Cohen’s Newest Bet: Do-It-Yourself Computer Traders).

That’s a lot of algorithms to sort through – of course there’s an algorithm for that – and no doubt IP issues can be prickly.

The reason for the WSJ article was a new infusion of cash, $250M from investor Steve Cohen, at one time one of the riches persons in the world. His firm S.A.C. Capital Advisors paid a $1.8 billion fine. In January 2016, Cohen reached a settlement with the SEC on the civil charge, in which he is barred from managing money for outside investors until 2018. Now he’s making a bet on Quantopian’s ability to manage money. The WSJ article, written by Bradley Hope, notes Quantopian isn’t alone:

“Several other companies, include a quantitative group within Millenium Management LLC and another startup, QuantConnect, have systems that allow amateur quants to submit their algorithms for potential use in trading. At Quantopian, the creators of winning algorithms include a mechanical engineer with a Ph.D. in computational fluid dynamics in Sydney, a data scientist at an internet mapping company in Denver and a consultant in Malta with a master’s degree in mineral and energy economics, according to the company.

“Once a would-be creator logs into the Quantopian system, they can begin playing with data and code to create an algorithm. They can test it against old data or against live data flowing into the system. Quantopian employees look for successful programs using an algorithm of their own that selects candidates based on some 50 attributes, including profitability and how an algorithm might fit into the hedge fund’s overall trading.”

Link to Wall Street Journal article: http://www.wsj.com/articles/steven-a-cohens-newest-bet-do-it-yourself-computer-traders-146959200

Link to Quantopia: https://www.quantopian.com/

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industry updates delivered to you every week!

2024 Winter Classic: Meet Team UC Santa Cruz

May 4, 2024

It was a quiet Valentine’s Day evening when I interviewed the UC Santa Cruz team. Since none of us seemed to have any plans, it seemed like a good time to do it. But there was some good news for the Santa Cruz team Read more…

2024 Winter Classic: Meet the Roadrunners

May 4, 2024

This is the other team from the University of New Mexico. I mistakenly thought that one of their team members was going to make history by being the first competitor to compete for two different schools – but I was wro Read more…

2024 Winter Classic: Meet Channel Islands “A”

May 3, 2024

This is the second team from California State University, Channel Islands – or maybe it’s the first team? Not sure, but I do know they have two teams total, and this is one of them. As you’ll see in the video in Read more…

Intersect360 Research Takes a Deep Dive into the HPC-AI Market in New Report

May 3, 2024

A new report out of analyst firm Intersect360 Research is shedding some new light on just how valuable the HPC and AI market is. Taking both of these technologies as a singular unit, Intersect360 Research found that the Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market analysis that Hyperion Research is planning on rolling out over Read more…

2024 Winter Classic: Meet Team Jackson State

May 3, 2024

This is the second time we’re seeing a team from Jackson State university. The team features two veterans of the 2023 Winter Classic, which should help, but it’s also a team whose members are involved in a lot of oth Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market anal Read more…

Qubit Watch: Intel Process, IBM’s Heron, APS March Meeting, PsiQuantum Platform, QED-C on Logistics, FS Comparison

May 1, 2024

Intel has long argued that leveraging its semiconductor manufacturing prowess and use of quantum dot qubits will help Intel emerge as a leader in the race to de Read more…

Stanford HAI AI Index Report: Science and Medicine

April 29, 2024

While AI tools are incredibly useful in a variety of industries, they truly shine when applied to solving problems in scientific and medical discovery. Research Read more…

IBM Delivers Qiskit 1.0 and Best Practices for Transitioning to It

April 29, 2024

After spending much of its December Quantum Summit discussing forthcoming quantum software development kit Qiskit 1.0 — the first full version — IBM quietly Read more…

Shutterstock 1748437547

Edge-to-Cloud: Exploring an HPC Expedition in Self-Driving Learning

April 25, 2024

The journey begins as Kate Keahey's wandering path unfolds, leading to improbable events. Keahey, Senior Scientist at Argonne National Laboratory and the Uni Read more…

Quantum Internet: Tsinghua Researchers’ New Memory Framework could be Game-Changer

April 25, 2024

Researchers from the Center for Quantum Information (CQI), Tsinghua University, Beijing, have reported successful development and testing of a new programmable Read more…

Intel’s Silicon Brain System a Blueprint for Future AI Computing Architectures

April 24, 2024

Intel is releasing a whole arsenal of AI chips and systems hoping something will stick in the market. Its latest entry is a neuromorphic system called Hala Poin Read more…

Anders Dam Jensen on HPC Sovereignty, Sustainability, and JU Progress

April 23, 2024

The recent 2024 EuroHPC Summit meeting took place in Antwerp, with attendance substantially up since 2023 to 750 participants. HPCwire asked Intersect360 Resear Read more…

Nvidia H100: Are 550,000 GPUs Enough for This Year?

August 17, 2023

The GPU Squeeze continues to place a premium on Nvidia H100 GPUs. In a recent Financial Times article, Nvidia reports that it expects to ship 550,000 of its lat Read more…

Synopsys Eats Ansys: Does HPC Get Indigestion?

February 8, 2024

Recently, it was announced that Synopsys is buying HPC tool developer Ansys. Started in Pittsburgh, Pa., in 1970 as Swanson Analysis Systems, Inc. (SASI) by John Swanson (and eventually renamed), Ansys serves the CAE (Computer Aided Engineering)/multiphysics engineering simulation market. Read more…

Intel’s Server and PC Chip Development Will Blur After 2025

January 15, 2024

Intel's dealing with much more than chip rivals breathing down its neck; it is simultaneously integrating a bevy of new technologies such as chiplets, artificia Read more…

Comparing NVIDIA A100 and NVIDIA L40S: Which GPU is Ideal for AI and Graphics-Intensive Workloads?

October 30, 2023

With long lead times for the NVIDIA H100 and A100 GPUs, many organizations are looking at the new NVIDIA L40S GPU, which it’s a new GPU optimized for AI and g Read more…

Choosing the Right GPU for LLM Inference and Training

December 11, 2023

Accelerating the training and inference processes of deep learning models is crucial for unleashing their true potential and NVIDIA GPUs have emerged as a game- Read more…

Baidu Exits Quantum, Closely Following Alibaba’s Earlier Move

January 5, 2024

Reuters reported this week that Baidu, China’s giant e-commerce and services provider, is exiting the quantum computing development arena. Reuters reported � Read more…

Shutterstock 1606064203

Meta’s Zuckerberg Puts Its AI Future in the Hands of 600,000 GPUs

January 25, 2024

In under two minutes, Meta's CEO, Mark Zuckerberg, laid out the company's AI plans, which included a plan to build an artificial intelligence system with the eq Read more…

AMD MI3000A

How AMD May Get Across the CUDA Moat

October 5, 2023

When discussing GenAI, the term "GPU" almost always enters the conversation and the topic often moves toward performance and access. Interestingly, the word "GPU" is assumed to mean "Nvidia" products. (As an aside, the popular Nvidia hardware used in GenAI are not technically... Read more…

Leading Solution Providers

Contributors

China Is All In on a RISC-V Future

January 8, 2024

The state of RISC-V in China was discussed in a recent report released by the Jamestown Foundation, a Washington, D.C.-based think tank. The report, entitled "E Read more…

Nvidia’s New Blackwell GPU Can Train AI Models with Trillions of Parameters

March 18, 2024

Nvidia's latest and fastest GPU, codenamed Blackwell, is here and will underpin the company's AI plans this year. The chip offers performance improvements from Read more…

Shutterstock 1285747942

AMD’s Horsepower-packed MI300X GPU Beats Nvidia’s Upcoming H200

December 7, 2023

AMD and Nvidia are locked in an AI performance battle – much like the gaming GPU performance clash the companies have waged for decades. AMD has claimed it Read more…

Eyes on the Quantum Prize – D-Wave Says its Time is Now

January 30, 2024

Early quantum computing pioneer D-Wave again asserted – that at least for D-Wave – the commercial quantum era has begun. Speaking at its first in-person Ana Read more…

The GenAI Datacenter Squeeze Is Here

February 1, 2024

The immediate effect of the GenAI GPU Squeeze was to reduce availability, either direct purchase or cloud access, increase cost, and push demand through the roof. A secondary issue has been developing over the last several years. Even though your organization secured several racks... Read more…

Intel Plans Falcon Shores 2 GPU Supercomputing Chip for 2026  

August 8, 2023

Intel is planning to onboard a new version of the Falcon Shores chip in 2026, which is code-named Falcon Shores 2. The new product was announced by CEO Pat Gel Read more…

GenAI Having Major Impact on Data Culture, Survey Says

February 21, 2024

While 2023 was the year of GenAI, the adoption rates for GenAI did not match expectations. Most organizations are continuing to invest in GenAI but are yet to Read more…

Q&A with Nvidia’s Chief of DGX Systems on the DGX-GB200 Rack-scale System

March 27, 2024

Pictures of Nvidia's new flagship mega-server, the DGX GB200, on the GTC show floor got favorable reactions on social media for the sheer amount of computing po Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire