HFT in my backyard

28 Sep 2014

Proud to publish a guest post by Alexandre Laumonier, which appeared earlier on his website sniperinmahwah.wordpress.com. As an anthropologist he is connecting all the dots in the microwaves networks – using public information on communication towers and dishes in Belgium. Reading official documents, visiting the towers and knowledge of microwaves networks for high frequency trading : a very uncommon combination. 

This is insane: more than 28,000 visitors came to read Part I of “HFT in my backyard”. Some of them are inevitably bots, but my logs reveal the majority to be human readers from bank desks, technology providers and so forth. Who would have imagined a simple map would garner such interest? Microwaves have been used for HFT since 2010 after all. Since so many readers want to learn about these networks, allow me now to continue my story. In order to give you a clear picture of what to find on the map and how to locate all these towers, let’s return to Houtem.

Jump in Houtem
FROM FRANKFURT TO LONDON… AND CHICAGO

In the US, the New York Stock Exchange (NYSE) is currently located in Mahwah, in New Jersey. For the Lenape people who originally lived there, the word mahwah meant “Place Where Paths Meet” – a perfect description of a present day exchange. At NYSE, co-located traders meet in a data center, and microwave paths converge on the roof. In Europe, there are two main data centers in England near London: one to the east in Basildon, the NYSE facility housing the Euronext/Liffe exchanges plus Goldman Sachs’s dark pool Sigma-X; and one to the west in Slough, the LD4 data center containing the BATS exchanges. Frankfurt, Germany is home to the Equinix FR2 data center which hosts Deutsche Börse and Eurex.

HFT microwave networks

There are two types of competitors in the very small world of microwaves. First are HFT prop trading firms: Chicago-based Jump Trading (aka World Class Wireless), Dutch companies Optiver and Flow Traders (aka Global Connect) and DRW (aka Vigilant Global). Some of these firms sell part of their bandwidth to other customers. Second are actual providers: McKay Brothers, Custom Connect and, more recently in EU, NeXXCom or Latent Networks. Their customers are banks, hedge funds, even other HFT firms. Some like McKay are only interested in the Frankfurt-London path, while others such as Optiver, Flow Traders, Jump and Vigilant also join the Atlantic Crossing 1 cable landing station in Whitesand Band, Cornwall, England, to allow data to cross over the Atlantic and go straight to Chicago using US microwave networks. Let’s start with Jump Trading.

AN EPIC AUCTION SALE

Contrary to the legend, the Houtem tower featured by Bloomberg was neither used nor owned by NATO; rather the tower was built by and for the US Army in the 1970s. The tower (and two others located in Belgium, one of which is also now used by Jump) was sold to Belgium in 2006. “Closure of these sites will result in an estimated annual savings of over $84,000 based on a comparison of the current annual operations and maintenance costs to an annual replacement commercial communications cost,” wrote the US Department of Defense. In 2012, the Belgium Ministry of Finance used the same money-saving rationale to auction the tower.

The sale took place in Veurne on December 18, 2012. While the auctioneer is now retired and my request for his phone number was refused by the Services Patrimoniaux office, I did speak with someone who attended the auction. Only eight people attended: the auctioneer, his assistant, a government official, and five potential buyers – two or three Americans including a Jump representative, one large Belgian law firm probably acting on behalf of a competitor and a single observer. Prior, the prospective buyers had all visited the Houtem tower in situ so they entered the auction knowing the tower was in poor shape and required renovations my informant estimated would cost the winner $1,000,000. The starting price was €255,000 and the Belgium government would have been very happy with €400,000. The first tick-size was a €5,000 increment, but after half an hour the price was at €700,000 and the tick-size was increased to €10,000 accordingly.

The auctioneer didn’t know who the buyers really were or why they’d have such interest in a lousy old tower; this unexpectedly high price left him perspiring nervously and calling for a break. Collecting himself in the bathroom, he exhaled quietly, bewildered, “What the hell…” The auction resumed, bids climbing to €1,000,000, €1,500,000, €2,000,000. At this point the auctioneer asked for another pause. Finally, after three and a half hours, the tower was sold for €5,000,000. One attendee quickly left, as his car was parked in front of a police station and the meter was long expired. Another losing bidder approached Jump to ask, “Can’t we arrange?” meaning their company would purchase bandwidth or rent some dish space on Houtem tower. I wish I had been a fly on the wall to confirm my suspicions about which competitor attempted to make arrangements with Jump at the auction deep in Flanders that day.

A CRAZY VISIT TO THE HOUTEM TOWER

Jump-Houtem

Since I missed the tower over my early July holiday, I decided to go back to Houtem with my family at the beginning of September. I spoke with different people from the microwaves industry ranging from Jump’s competitors to technology providers, and they explained how I might conduct my field work. I learned to be discreet, parking my car far from a tower, taking binoculars and a camera, checking the GPS of my mobile and then walking – one is obliged to walk far, as most of the towers are in potato fields. Several expeditions to different towers gave me the practice to perfect my technique before I was confident to approach the object of my visit. At Houtem, I parked near a farm and walked along the Chemin des Limites road near the Belgium-France border. Nearing the site, I noted a van and a workman in the tower’s basement. “Not good news,” I told myself, thinking an intelligence officer should always remain unseen. I began to surreptitiously photograph the Houtem tower:

P1010376

P1010381

The Jump tower in Houtem

When the worker came to burn things in the field, I moved closer:

The Houtem tower entrance

There was none “No Trespassing” sign on the railing so of course I entered only to discover an unexpected windfall – the workman left all the doors open! My 63 year old mum stood guard, eyeing down the worker as I visited each room, taking pictures of the equipment until there, right in front of me, was a big red button functioning as the emergency stop. It was amazing to realize I could have cut the Jump microwaves network just by pushing it. But I didn’t want to bother Jump nor Perseus’s customers, and besides, microwave networks have fiber optics backup so any sabotage would have been useless. A message to the jump lawyers: don’t sue me. I know I was on “private property” so I won’t publish the photographs I took, save this one:

It’s fascinating to see the extremely small basement of a 243 meter tower. These kind of towers are engineering marvels. Here the diameter of the foundation is only 25 centimeters and the structure stands erect only thanks to 48 guy wires. Okay, I have to publish one more photo, as the viewpoint is amazing:

P1010386

I was actually more interested in trying to jump and climb the tower than cutting the power, but the worker came back so I disappeared quietly.

The tower has been fully refurbished from top to bottom with all new guy wires, but my goal was to check the dishes. When the Bloomberg story came out, there were two dishes at the top of the tower:

© Bloomberg

My photograph shows three dishes, so Jump added one between early July and early September:

P1010377

This brings me to the question that so flummoxed the auctioneer: why? Why would Jump pay so much for the Houtem tower? The first reason is height; HFT players need tall towers for speed, and the Houtem tower is the fourth tallest tower in Belgium. The list below expands Wikipedia‘s list of the highest structures in Belgium to include my HFT firm entries:

Capture d’écran 2014-09-23 à 12.45.14

Since the Houtem tower was owned by the US army between 1974 and 2006, I dug up this document published by the US Department of Commerce in 1979 and titled “Signal Level Distributions and Fade Event Analyses for a 5 GHz Microwave Link Across the English Channel”. The article contains these two charts:

(Incidentally, Jump uses a frequency between 7.448400 and 7.48401 GHz for this 87.8 kilometer path..)

All the HFT competitors have to cross the English Channel from France or Belgium to England. They mainly go to Swingate in the north of Dover, where there are two old towers housing Optiver, McKay and Vigilant, or to Hougham in the south of Dover where Latent and Custom Connect have dishes:

Houtem-Dunkerque-Swingate-Hougham

The Swingate towers are located on the famed white cliffs of Dover, at about 141 meters above sea level. However, most HFT competitors link to Swingate from Dunkirk, a city which is at sea level elevation:

Capture d’écran 2014-09-23 à 12.53.59

In Dunkirk, dishes have been installed on the Tour du Reuze:

Dunkerque - Tour du Reuze

For the logic, let’s go back to amend the US Department of Commerce chart:

JumpAndTheOthers

Without getting too deep into the physics, microwaves don’t travel in straight lines. Depending on atmospheric conditions they bend more or less and mostly downward. This generally extends the reach of towers beyond the straightforward result that Euclidian geometry would yield. Jump’s tower provides only a very limited advantage because the extra distance is proportional to the square root of its height whereas it’s price is more than linear in height. I have not found anyone who has understood why Jump paid such a large price.

I don’t know if Jump was in Dunkirk before purchasing the tower, or if they used another tower in Calais (Mollien, 50°57’23.31″N | 1°52’19.86″E) to link to Swingate. I do know that their current microwave route in Belgium is divided in two parts from Houtem: the Houtem-Swingate path enabling a way to Slough west of London, and the Houtem-Ramsgate path allowing access to Basildon east of London.

Capture d’écran 2014-09-25 à 12.24.42

THE WAVRE TOWER

Jump uses other towers in Belgium as well. There is a distinct lack of transparency in Belgium radio regulators, but I have found dossier after dossier after dossier after dossier allowing me to piece together some paths:

Custom Connect

In Flobecq, another old US army tower, they co-locate with Flow Traders and Optiver:

Capture d’écran 2014-09-25 à 12.27.36

In Hannut, they co-locate only with Optiver. Comparing this two documents reveals Jump added a third dish in Hannut between February 2012 and February 2013, perhaps after they bought the Houtem tower. In Liège, Jump is alone on a tower but Vigilant and McKay are within 1.07 kilometers:

Capture d’écran 2014-09-25 à 12.28.41

I only visited one other tower housing Jump, in Wavre near Brussels. The Wavre tower is the third tallest structure in Belgium. Once again, I parked my car from the tower and walked through the fields. Some techs were working at the top of the 250 meter tower, but they looked tiny from my vantage point on the ground. Unlike the Houtem tower, which needs guy wires to remain erect, the Wavre tower is a beautiful “standing structure”:

P1010361

Wavre is also used by practitioners of the extreme sport “base jumping”. Here you can see two crazy people jumping from the tower – hope they didn’t damage the Jump dishes during their fall:

03WAVRE006b

My reason for trekking to the Wavre tower was that it made big news in Belgium when it was sabotaged last spring. On the early morning of May 24, 2014, a few people started a fire which caused severe damage to the tower – this video coverage in French actually shows Jump dishes in a shot. The tower is property of the Belgium national TV/radio operator RTBF but also supports many dishes used by mobile operators. The fire received such media attention because May 24 was an important election day in Belgium, and the police wondered whether the fire was related to the election. RTBF quickly erected a temporary tower to install mobile, TV and radio dishes, but the Jump dishes stayed on the tall tower because the 50 meter temporary one wasn’t high enough.

Wavre fire

During my visit to the Wavre tower, there were still some burnt parts on the ground:

P1010336

It is certain that all the cables burned, rendering the Jump network ineffective for some time. I wonder if police interrogated any of Jump’s competitors, or anyone who knew a trading firm was on the Wavre tower. As of early September all the cables were knew so the Jump network is likely in good shape. Following are the three big dishes owned by Jump, two pointing to Hannut and the other facing toward Flobecq or Oostvleteren:

P1010342

HEIGHT AND SPEEED

I would love to know if Jump, Optiver and, above all, Vigilant really use these paths between Newhaven and the Isle of Wight:

Capture d’écran 2014-09-25 à 15.22.36

The Jump competitor who asked, “Can we arrange?” at the auction for the Houtem tower may not have been asking to install dishes on the tower; rather his proposal might have been to share bandwidth. Despite the small world of financial microwave networks being as silent as the potato fields in which stand their towers, I have discovered that Jump is sharing its network with Perseus and another data provider I’m not at liberty to name. The facts are as follows:

  • A microwave link can split bandwidth up into 10Mbps increments.
  • The microwave link has an aggregate of 100Mbps. Every 64 byte packet send over these links takes 6 microseconds and change to serialize.
  • Each participant sends 64 byte frames of trade data to the service.
  • At 10Mbps clients can only send 1 packet every 60 or so microseconds.

Now, imagine every customer in a service sends data at about the same time, a somewhat likely scenario due to the likelihood of one customer sending data nano or microseconds before the next customer and so on. In this thought experiment, Customer 1 is first, taking 6 microseconds to serialize into the 100Mbps microwave link. Customer 2 sends their trade data 2 microseconds later, so they wait 4 microseconds to serialize and another 6 to actually serialize. Customer 3 sends trade data 1 microsecond after Customer 2, waiting 3 microseconds for Customer 1, then 6 microseconds for Customer 2, then 6 more microseconds to actually serialize. Customer 4 is quicker; they send their data 1 nanosecond after Customer 3. And wait 2.999 microseconds for Customer 1, then another 6 for Customer 2, then another for Customer 3, then another 6 microseconds to actually serialize.

This example illustrates the supremacy of the owner of network in terms of speed in a shared bandwidth agreement. Jump shares its bandwidth with Perseus. While Perseus has additional customers, none will be as fast as Jump. This doesn’t mean Jump is the fastest operator in the HFT world, however. Despite purchasing a tall tower in a strategic place, they still aren’t as quick as contenders like….well, I’ll detail the fastest of the HFT competitors in Part III.





This is bowlingA lot of discussion in the option market of Imtech. The troubled company with a billion debt will start a rights offering worth EUR 600 million. The offering if fully guaranteed by a consortium of banks.  As the current market cap of the company is some modest EUR 200 million, the dilution will be heavy. New rights will be offered with a huge discount, as the banks want to avoid the risk as possible to be stuck with millions of Imtech shares nobody wants.

Arbitrage

As usual, the rights will be trading at a discount and the arbitrage game is on. Sell the shares, buy the rights at a discount and lock in a profit. You won’t be able to borrow the shares as soon as the rights start trading. If you own the shares before the offering, you’ll be receiving rights. But everybody wants to own the shares, without the rights. In-the-money calls start trading at a premium. Be long the itm put and itm call – and exercise the call as soon as the rights start trading.

Short squeeze risk

Another issue is the availability of the shares. The option contracts get a huge contract size, due the recalculation options get a contract size of 400 or even 1000 instead of just 100. When options get a contract size of a 1000, the availability of shares to cover the delta may run out of supply. A short squeeze in Imtech was widely anticipated. The new shares from the offering will take some weeks to arrive.

Other rules

Euronext realized this, and decided to change the rules of the game. Instead of the fixed rulebook for right offerings – the rights will now be seen as a “spin off” company. Options will have a basket of claims and shares as underlying  (package method).  Investors unaware of the risks have been selling deep itm calls with a big premium, and can keep the profit after Euronext stepped in.

Then again, these new rules can be changed again and can only be seen as guidelines. Difficult to trade without a fixed set of rules.





UitgegrilldThe European branch of Texas based high frequency firm RGM Advisors is shutting the doors. The European office was based in London, and the firm is still a member of LSE, Liffe, Euronext and Eurex. Those memberships will be terminated.

RGM is around since 2001, and the company is named after the founders (Robinette, Gorelick, Melton). Their London office had a headcount of less than twenty, and they’re not the most well known HFT around – but their comments on leaving the old continent are interesting.

“Europe is a fragmented and expensive place to trade with limited opportunities in a low volume, low volatility environment.”

Sounds like a tourist who wants to have exactly the same food as he’s used to in his hometown. Nevertheless, the increasing burden of regulation is weighting heavy on prop trading firms. The possibility of financial transaction tax madness isn’t helping either.

If trading firms and market makers are leaving markets for more promising opportunities elsewhere, liquidity could be hurt. At Euronext some option classes only attract just one market maker. In Australia both Optiver and IMC have left the option market – leaving SIG on their own in several stocks.





Plain VanillaBig news from the clearing business. InterContinental Exchanges, ICE, has bought the majority of Holland Clearing House from ABN AMRO. The clearing house HCH has been created by ABN AMRO to clear the trades on TOM. ABN AMRO remains a minority shareholder.

End of June Euronext was spun off from ICE by an IPO. Apparently, the Atlanta based exchange didn’t sell Euronext to leave Europe. With buying Holland Clearing House it’s back in the game in Europe. It supports TOM in their battle against Euronext.

It isn’t the only US institution backing TOM. Nasdaq OMX is the biggest shareholder in TOM. It owns 25% and has an option to buy an additional 25,1% in TOM. As long as both American exchanges are committed to supporting TOM, the Dutch option market could be used as bridgehead for the rest of Europe. It makes sense to work with a new exchange without too much old expenses (buildings, employees).





Leuk dierA bright day for the Dutch football this weekend during the annual Financial Football Tournament. After Eurex (2013) and EEX (2012) it was finally online broker Lynx keeping the title in The Netherlands for a year.

As usual, the final was a close call. The game between Eurex Frankfurt and Lynx was undecided after regular time.

A penalty series was required, and after seven (!) penalties Lynx won the cup. Unsure if Karel Mercx was allowed to take a penalty. Congrats to Lynx and thanks to Bennington for organizing the event.





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