SEC Makes Big Data Push To Analyze MarketsPowered By Amazon Web Services
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Despite the initial emphasis on high-frequency trading, however, Berman says that Midas has a "much wider" focus. Midas could prove invaluable in the SEC's efforts to ensure more data-informed policy-making across the board. "As you can imagine, we hear lots of diverse opinions," Berman said. "Sometimes you get a nice 20-page treatise on why X is the worst thing in the world, followed by a nice 20-page treatise on why X is the best thing in the world. Our own independent analysis can contribute to the debate directly," he said.
Midas won't be able to fill in all of the current holes in SEC's vision. For example, the SEC won't be able to see the identities of entities involved in trades and Midas doesn't look at, for example, futures trades and trades executed outside the system in what are known as "dark pools." However, even without this data, Midas might serve as the necessary foundation for doing much wider analyses in the future.
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Midas is a hosted system, so the SEC can focus on data analysis, not on keeping the lights on. The system is hosted with SEC's vendor, Tradeworx, which is both a high-frequency trading technology vendor and a trading firm itself. Tradeworx uses the cloud -- Amazon Web Services -- to help power Midas. Services used include Amazon S3 storage, Amazon EC2 infrastructure-as-a-service, and Amazon Elastic Block Storage. "The larger your data sets become, the more difficult it becomes to analyze," said Tradeworx CEO Manoj Narang. "This is why Amazon makes an enormous amount of sense. You can fire up 100 servers arbitrarily to analyze data in parallel."
Midas' underlying analytics platform was homegrown by Tradeworx and engineered for fast data transfer and rapid data analytics. "There are a lot of optimized calculations, a lot of work on parallelization of calculations," said Narang.
To the data analyst, Midas isn't fronted by a fancy Web app. Rather, it's accessed through a Unix shell, and the interface requires knowledge of scripting. Berman rattles off the tools of the trade: C++, Perl, Python. Tradeworx has also thrown in its own API and a series of commands to help the SEC manipulate data. "It's sort of like Legos," Berman says. "If you know how to work with Legos, you can build amazing things."
Although Midas isn't graphics heavy, there are rich visualizations to help analysts dig deeper into the data, and Narang said that future updates to the system will focus on rolling out more visual tools so that users don't have to understand Unix to use Midas.
The capability in Midas isn't necessarily novel. Other companies such as Nanex have said that they can offer similar functionality. However, it's the first time that the SEC has had such power at its fingertips, which means that the agency needs to make sure it has the right people in place to make use of the data. Now that the system is live, Berman is on the lookout for that talent. "We brought a few people in, but we need C++ programmers, algorithmic high-frequency trading people, people who worked on trading desks working on models," he said. "We're looking for people with a level of technical and market expertise that's somewhat unprecedented."
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