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News : Citigroup Profit Beats Estimates as Stock Trading Gains. Source : Bloomberg

Citi CEO, Michael Corbat
Citi CEO, Michael Corbat

Citi CEO, Michael Corbat

[Photo of Citi CEO, Michael Corbat]

Citigroup Inc. (C), the third-biggest U.S. bank by assets, posted a 42 percent increase in second-quarter profit that beat analysts’ estimates as stock-trading revenue surged and losses on unwanted assets declined.

Net income climbed to $4.18 billion, or $1.34 a share, from $2.95 billion, or 95 cents, a year earlier, the New York-based bank said today in a statement. Excluding an accounting adjustment, earnings were $1.25 a share, beating the $1.18 average estimate of 27 analysts surveyed by Bloomberg…

Source:  Bloomberg. Donal Griffin – Jul 15, 2013 3:11 PM GMT+0100

See on www.bloomberg.comSee on Scoop.itBest Execution

By David Chapel

2008 年9月、東京証券取引所(東証)は「リモート取引参加サービス」についての計画を発表しました。これは日本に支店を持たない海外の機関投資家が直接日本の 市場に参加できるようになる、画期的な提案です。当初、入札段階では東証は新Arrowhead システムにFIXゲートウェイの搭載を検討していましたが、取引所参加者に対するアンケートで、会員はグローバル・コミュニケーション・プロトコルに対し てほとんど興味を示していないという結果が出ました。
こ のアンケート結果に多くの人が驚きましたが、東証の会員を詳しく見てみると、国内の小規模プレーヤーに大きく偏っていることがわかりました。現在、東証に は106社の証券会社(現地支店を「国内全般取引所参加者」として登録している外資系証券会社も含む)および11社の国外証券会社が会員として登録されて います。そのうち、約40社のみ(日本法人を通して登録している外資系証券会社と、国際的な取引を行っている国内の証券会社とはほぼ同数に分かれる)が FIXゲートウェイの必要性を感じていると推測されます。
標 準化された取引所API を通し、現地の取引所と相互取引できるプロトコルに興味を持っているArrowheadの将来のリモート会員に対してFIXゲートウェイを導入するメリッ トを考えると、現在国内の会員の間ではニーズが低いとしても、東証はその決定を再考するべきだと私たちは考えています。
なぜFIX なのか?
FIX は日本では新しいコンセプトではありません。メタビットにおいては、2004年から日本の主要な証券取引所接続にFIX / 取引所APIを変換する取引所ゲートウェーを提供しています。Arrowhead の開発によって、当社では低レイテンシーと拡張性に重点を置いた既存のFIXゲートウェイの再構築が促進されました。スピードに対するこうした需要は、 FIXは遅いと取引所の間で思われていることを考慮すると特に重要性を持ちます。私たちの目標は、継続的な負荷がかかる状態でFIX / 取引所APIを変換するゲートウェーと取引所までのレーテンシーを500マイクロ秒以下にすることでしたが、私たちはこの目標よりも低いレーテンシーを持 続することに成功しました。さらに私たちは、Orc CameronFIX Universal Serverを広範囲に活用しFIXの確かな接続性を実現しました。

FIXの技術的課題と解決策
FIXゲートウェイのアップグレード版を開発している際、FIXを取引所に直接接続するためには、次のような技術的課題が検討対象となりました。

  • パ フォーマンスが最重要:リクエスト・レイテンシー(取引所までの電文処理時間)とリクエスト・スループット(1秒あたりのリクエスト数)が主な指標となり ます。世界中の会員の多くが1,000分の1秒以下のレイテンシーと1秒当たり1,000件以上のスループットを要求しています。
  • 拡 張性については、日本のほとんどの取引所システムアーキテクチャでは物理的に複数の接続が求められています(仮想サーバ)。各仮想サーバは特定数のスルー プットが上限として取引所で定められています。スループットを高くするには、証券会社が仮想サーバの割り当て枠を多数確保する必要があります。費用の問題 から、大手の証券会社は取引所あたり100個以上の仮想サーバの枠を持っているのに対し、中小の証券会社は通常20~40個の仮想サーバしか確保していま せん。効率的な運用とそうした大量の接続にかかるロードバランシングによって複雑性はかなり高くなっています。
  • そ れぞれの取引所APIは、固有のメッセージ・プロトコルとメッセージ・ストラクチャを有しています。様々な商品を開発するには導入案件ごとにFIXマッピ ングを行うことが必要です。目的はグローバルなFIXプロトコルに準拠しつつカスタムFIXタグを最小限に維持することです。
  • FIX APIはシンプルな非同期型モデルで、ハイスループットで双方向のメッセージングに適しています。しかし、日本における多くの取引所APIは同期型のデリ バリーモデルを使用しており、スループットを上げるために注文のバッチ処理リクエスト(バッチあたり20注文)が提供されます。これにより、FIXによる ものと取引所API との間のマッピングが複雑になり、導入の複雑性が高くなります。
  • 会員は多くの異なったハードウェアやオペレーティングシステム(OS)を使うことがあります。そのため、ベンダーはできる限り多くのシステムをサポートする必要に迫られています。



これらの課題については、これまでの経験から、以下のように対処することを考えています。

  • 当 社のシステムは100% 純粋なJava 1.6 を使用しています。「一度書いたプログラムはどの環境でも使える」JVM技術によってプラットフォームの独立性が保たれます。たとえば、共通 OS(Solaris/Unix/Linux/Windows)、CPU(Intel/Sun/AMD)およびアドレッシングモード(32/64 bit)は変更せずにどの製品でもサポートできます。
  • Java はサーバサイドの開発プラットフォームであり、従来のC++システムに近い、場合によってはそれを上回るパフォーマンスを提供します。最近のJVMが提供 するランタイム・メモリ管理および再コンパイル/最適化は安定性が向上したパフォーマンスの高いシステムを実現しています。低レイテンシーを実現するため に、メタビットではFIXベースの取引所接続コードの最適化によって、変換、データのシリアライゼーション、パーシスタンス、ロギングといったハイコス ト・オペレーション(執行スピードの面で)をターゲットとしてきました。
  • 一 貫したパフォーマンスを実現するためには、レイテンシーのスパイクを低減しなければなりません。一般にスパイクの原因となるのは通常スレッドの相互作用と ガーベジコレクションです。当社のスレッドモデルではスレッドの競合性を確実に最低限に維持します。ガーベジコレクションも、メモリ割り当ての最適化とオ ブジェクトプーリングなどの技術の使用を通して劇的に低減されています。
  • 並行コードを慎重に使うことによって、パフォーマンスを損なうことなく数個の仮想サーバから100個の仮想サーバのスケールを保ちつつ、システムをスレッドセーフに維持することができます。
  • コアシステムに対して包括注文オブジェクトモデルを使用することによって拡張性が実現できます。FIX(現在バージョン4.0から4.4)および日本の取引所の特性に合った接続可能なアダプターが提供されます。

2008 年以降、日本の取引所では低レイテンシー取引アクセスが重視されるようになりました。FIX プロトコルは海外からのアクセスを刺激して日本の市場への直接取引アクセスを増やそうと努力してきました。その結果、業界にコスト効率のよい取引所プロト コルの提供能力、およびFIXが遅いという悪評を払拭できる低レイテンシーのスループット提供能力があることを証明するに十分な機会を得ることができまし た。
現在では東京工業品取引所(TOCOM)でFIXを 利用するようになりましたが、FIXコミュニティでは、東証などの組織がハイパフォーマンスFIXゲートウェイをその取引所システムに提供しないという自 身の決定の再検討を望んでいます。当社は、FIXプロトコルは世界中の市場からの支持を得て、さらに流動性を高め、安定した価値あるものと信じています。


事例研究
東京工業品取引所でのFIX導入
東 京工業品取引所(TOCOM)は、新取引所システムのネイティブAPIに加え、会員にFIXゲートウェイを提供する日本で初めての取引所となりました。 TOCOMはその取引所システム構築のため、世界最大の取引所システムプロバイダーであるNASDAQ OMXを選びました。その選定のポイントとなったのはTOCOMの国内のサポートパートナーであるNTTDデータとの融合とパフォーマンス、拡張性、安定 性があげられます。

メタビットは2008年に NASDAQ OMXによって取引所システムにFIXゲートウェイを組み込む日本でのパートナーとして指名されました。その使命はパフォーマンスとレイテンシーの増大を 最小限に留めた取引所APIと適合するFIX取引所ゲートウェイを構築しNASDAQ OMXの新取引所システムに国内外のTOCOM会員のFIXオーダーフローを直接つなぐ機会を提供することでした。
メ タビットは現在の東京証券取引所、大阪証券取引所およびJASDAQで使用されている接続性と同じ技術のフレームワークを使用したFIXゲートウェイを構 築しました。アーキテクチャのコアにはOrc 社CameronFIXエンジンを採用しています。完成したTOCOMのFIXゲートウェイは現在、安定した低レイテンシーで高スループットのパフォーマ ンスを提供しています。
FIXをベースとしたマーケット アクセスを支持するTOCOMの決定、および海外のベンダーによる取引所プラットフォームを採用するという決定は、TOCOMの会員に最先端の執行場所を 提供するだけでなく、TOCOMを日本の取引所の中で指導的立場に押し上げることになります。
2009年5月7日、TOCOMの新取引所システムは順調に稼動を開始しました。取引時間はすでに午後11時まで延長されており、次のステージでは24時間の取引サービスに移行することが予定されています。

Death of the Dark

Rebecca Healey
Rebecca Healey

TABB_Rebecca.Healey_640x250

Regulators are preparing to drive a stake in European cash markets in the form of a volume cap on dark trading. Without the sanctity of the dark, achieving effective execution will require increased technology, leading to a two-tier system open to only those who can afford to play and creating yet more fragmentation.

The death knell has just been sounded for European cash markets. Under Article 4, point 14a, of the latest version of MiFIR released yesterday, European regulators have re-introduced a volume cap mechanism that will have a draconian effect on dark trading in Europe. Read more

Source tabbforum.com

News: Banks must adapt to the growth of Fixed Income electronic trading. Source : FX-MM

GreySpark_Frederic-Ponzo
Fred Ponzo, GreySpark.

BANKS MUST ADAPT TO THE GROWTH OF FIXED INCOME ELECTRONIC TRADING.

According to a new piece of research from GreySpark Partners, a London-based capital markets consultancy, banks must adapt to the growth of Fixed Income Electronic Trading. Published today it examines the state of electronic trading in fixed income markets… Source FX-MM.

See on www.fx-mm.com

News : Nomura moves traders to combined floor. Source : FT

Steve Ashley, Nomura
Steve Ashley, Nomura

NOMURA MOVES TRADERS TO COMBINED FLOOR

The FT reports that Nomura is set to become one of the first global investment banks to move its fixed-income and equities traders on to combined trading floors, in a stark reminder of the pressure to reduce costs in the sector.

Steve Ashley, Nomura’s head of global markets, said the bank’s 1,500 sales and trading staff across its London, New York and Hong Kong offices would move to combined trading floors in the next few months. Mr Ashley said he was also assessing the prospect of merging Nomura’s fixed-income electronic trading platform with Instinet, its electronic brokerage.

See on www.ft.com

 

Upgrading Emerging Markets Trading Infrastructure

By Seth Merrin, Founder and CEO of Liquidnet.
Emerging equity markets, such as Thailand, continue to offer global investors the opportunity for the higher returns that asset managers are seeking to beat their benchmarks. The combination of attractive demographics, stabilising governments and rising GDP is a lure for funds, certainly compared to the issues facing markets such as Europe or the US.
For emerging markets, increased interest from outside investors presents an enormous opportunity. International capital inflow supports the development of companies and economies. Yet despite compelling growth stories, some emerging markets still face a significant challenge in attracting investment flows of any material size.
Currently, there is much more demand to invest in these fast growing developing markets than there is capacity to efficiently handle the investment. It’s estimated that 85% of investable assets are derived from the US and Europe and have historically been invested in western markets, where the investment infrastructure is mature and well developed. It’s the equivalent of five lane highways; the infrastructure of stock markets in emerging markets, on the other hand, is not as developed and unable to efficiently handle the institutional equity flows. These markets can be compared to country roads: very functional yet not able to handle heavy traffic.
In Asia, for example, the average trade size on domestic exchanges is around US$6,000. This compares to an average transaction size of more than US$1 million in Asia on Liquidnet, designed for large blocks of shares. The scarcity of liquidity in emerging markets forces up transaction costs as investors have to execute multiple trades to enter or exit a large position. Spreads between bids and offers, in some cases, can be over 100 basis points. On April 30, Liquidnet launched the trading of Thailand equities, which is the company’s 10th market in Asia and 42nd globally. The decision follows Liquidnet’s move to trade other emerging markets including the Philippines, Malaysia, Indonesia, Turkey and Mexico.
Thailand is one of the best performing equity markets in Asia in 2013 with the SET 50 Index surging 16.55% since the start of the year. The Thai economy is also growing strongly with Q4 GDP climbing 3.6%, while Standard & Poor’s raised the country’s debt rating to BBB+ , one notch below investment grade. At the same time, investors in the west are seeking diversification and access to new opportunities.
As we have seen when Liquidnet launched trading in Indonesian equities in January 2011, building better roads can lead to more traffic. The average trade size on Liquidnet in Indonesia in Q1 2013 neared US$1 million, which is around 300 times greater than average trades on the Jakarta Stock Exchange. Indonesia, an emerging economy, remains one of our most actively traded markets in Asia. We have similar hopes for Thailand. In actual fact the first Thai trade executed through us was only four minutes after opening, and was US$1.8 million.
Improved trading infrastructure also allows domestic investors the ability to access investment opportunities abroad. Many emerging markets, including Thailand, Philippines, Indonesia and Malaysia, are amassing large pools of capital as their economies develop. From sovereign wealth to pension funds and insurance, savings are growing. Local fund managers also seek diversification away from home markets, and as infrastructure improves capital from emerging markets today is certainly proving in high demand among the established markets in the west.

Dialled In: Dark Pools And HFT

Australian Securities and Investment Commission’s (ASIC), Senior Executive Leader, Markets & Participant Supervision, Greg Yanco, discusses dark pools and HFT, on a recent GlobalTrading conference call, with market participants Matt Saul, Head of Trading Asia ex. Japan at Fidelity Investment Managers, Rob Liable, Division Director at Macquarie, and Nathan Lewis, Sales Trader at CLSA.
Greg Yanco 1Greg Yanco, ASIC: The one part of dark liquidity where I think we are still concerned regards the impact of too much business going into the dark, to the point where it might impact the quality of the lit market. However, we have recently made the rule to require meaningful price improvement in the dark, which we think will arrest the drift of a lot of business into the dark or reverse the trend. We have seen some promising data from Canada where they already have this rule in place. So the dark liquidity task force we have established is looking at the impact of both of those developments on the quality and integrity of the market. We have undertaken a thematic review of dark pools and high frequency trading. A thematic review is a term that for a regulator means we are looking for misconduct as well as looking at the market quality issues.
So, with the dark pools, one of our concerns was about the impact on market quality. We have found research suggesting that we are already seeing some impact, but I believe that the proposal regarding meaningful price improvement will address that. We are still looking at the concept of a minimum order size in dark pools. I think that will come out again in our consultation. Tick size is an interesting area, as there are a number of stocks always used as examples where it’s said that the tick size is too big. Really the key is if the spread is too big people don’t want to jump over, so they trade in the dark within the spread. So we are looking at other markets, looking at different tick sizes. We are also finding a lack of transparency in dark pools; there is a lot of high frequency trading in there, but it isn’t described as high frequency trading. We have been looking at whether there should be obligations requiring transparency about what is in a dark pool. I did a presentation recently in Singapore with some of our findings. We are seeing some predatory trading but the dynamic here is that the buy-side clients are pretty big, and they have taken an active interest in their brokers’ other clients, as in what high frequency traders they have got in the dark pools.
On high frequency trading generally I think the brokers here are alert to the fact that the high frequency clients aren’t always their best clients, so they have been very responsive to our enquiries about some of the unwelcome behaviour that we have seen. There are not that many high frequency traders that are large enough to cause problems, so we are really dealing with that using our existing powers. We might look at some of the guidance around manipulation but we think that the tools we have got are sufficient. We are sending a few matters through to enforcement, so most of these have been about disorderly conduct. We are also looking at what we can do about noisy small orders. I don’t think we will eliminate them, but we may do something to actively discourage very small orders.
Nathan LewisRob and Nathan, are you finding the same as well with your buyside clients coming in and asking about your other clients and asking about that HFT data?
Nathan Lewis, CLSA:
Our traditional clientele is the big long-only fund, as we are an agency-only broker without the hedge fund focus in the past. So yes, the guys who are looking down into our crossing engine want to know who is in it, and we don’t have any HFT or aggregators inside, because that’s what suits our clientele best [laughter].
Rob Laible, Macquarie Bank: We do not have HFT clients in general, or aggregators inside our dark pool either. In general, clients want the flexibility to control who they trade against – principal risk or agency. I am just wondering, when you talk about dark pools and them potentially affecting the quality of the lit market, what’s your observation around the overall volume that is done off exchange? Has that been pretty much flat and are dark pools taking some of that liquidity from the upstairs market or is something else happening?
Greg: Well there are two things, one is that last point you made is correct. But the upstairs trades are getting smaller and being executed using broker algorithms in dark pools and on the lit market as well, which is another issue. Another thing we found is that a lot of the disruption that we hear the buy-side is concerned about is actually caused by other similar buy-side algorithms. But the second part of the thing about the market share of dark liquidity is the lit market, even though overall I think there has been a reduction, conditions have been bad, there has been increase in electronic trading on lit markets. So if high frequency trading wasn’t in the lit market, I think if it didn’t exist there would be a much bigger appearance of growth in the dark pools. But what we have seen is growth in dark pools taking business from the lit market, but also from the upstairs market.
Matt SaulMatt Saul, Fidelity Investments Management: Just to that point, did you query why people want to use the dark, and in terms of just rather than trying to force people out of the dark, understanding why people are in the dark and then looking to tackle some of those issues? Because, I mean these products and these demands didn’t spring up for no reason.
Greg: Well, I think there are a number of things happening, one is brokers being enterprising. Another is I think broker algorithms are directing business to the dark. We are looking more at that because we have seen a very good example in our market where a whole lot of buy-side business is being done in the dark, and then immediately being replicated in the lit markets. And the replication is being done at a couple of basis points profit. So the question remains who is causing those dark trades? There are also people saying that they are not happy with the high frequency trading in the lit market. Of course there is always a reason for dark liquidity, participants say that they don’t want to expose themselves to the lit market and flag their intentions. All their trades are big enough that they would cause lots of market impact in the lit market and they are better off being done in the dark. Now that last bit is what we encourage, some of the other stuff concerns us so we are alert to the argument that you want to trade in the dark because you don’t like what’s happening in the lit market.
But then in the dark market we are seeing a lot of those conditions that people say they don’t like in the lit.
Matt: Yeah, that’s good. Well as an additional to that, I think there would be a lot of comfort if you are tackling concerns in the dark, and that’s probably well and good, but this was done in conjunction with some measures to try and improve the quality of the lit market. We have been having discussions with the ASX about providing net settlement data and net market share data, things like that. Just to improve some information; the lit market has become the last place you want to go if you have to.
Greg: Well I work around the individual high frequency traders that exhibit what you would call unwelcome behaviour. Our focus there has been successful in eliminating some behaviour with the help of the participants. We are not saying at all that high frequency trading is bad for the market, what we are saying is there is two things happening, one is that there has been some unwelcome behaviour that we have dealt with, but what we have really found is a lot of the behaviour that’s complained about is actually buy-side algorithms on the other side as well. So a bit of this is about the market being made aware of the nature of the market itself. There are algorithms being used by everyone. The shape of the buy-side algos is not dissimilar to the shape of the high frequency traders, they are just a little bit faster. In one slide of the aforementioned presentation that shows the number of orders in the market, 20 of the high frequency traders, who do about 80% of the HFT business, generate about 45% of orders: the rest of the orders are being produced by the other part of the market, their volume is close to 55%.
That’s an awful lot of orders and it is buy-side algorithms, and a lot of them are run by brokers.
Matt: The discussions I have had with some of my peers as well, the way the structure of the market has evolved in the last couple of years is why, and whether it’s the participants or the changes to the structure, that’s why people have moved away from it. They will adapt their behaviours once the new regs come in, but I don’t think it changes what people see is the problem with the lit. I know everyone says that spreads are narrower, but spreads on the stocks being one or two cents, for only one or two shares doesn’t make the market.
Greg: Well, that’s not our measure. Spread is not ours, ours is depth; particularly in the smaller stocks. So those numbers; the HFT accounts are a tiny proportion of the percent of the accounts in the market, about 28% of turnover and about 45% of all the book changes.
Rob LaibleHow do you see ASIC as a global regulator?
Rob:
I learnt a lot of my business in the US, and what I could say is that when regulatory changes occurred, there was a huge ripple effect in the underlying market microstructure and operating models. People that were technologically sophisticated and able to move quickly and really spent the time going through the requirements were able to create an advantage for themselves. The market got so far ahead of the regulators each time one of these major initiatives took place. Speaking for myself, I would say that ASIC seems to be very deliberative and consultative and that’s always a good thing because the best surprise is no surprise. You don’t want to be disruptive to a market, that’s for sure.
Nathan: I have spent a vast majority of my time trying not to talk to ASIC but I do know that our compliance team head has been on numerous steering committees with ASIC on these topics and has always found them useful and commercial.
Rob: Greg was mentioning before the dark pool taskforce and possible registration; in Hong Kong they have a Type7, and it’s a fairly rigorous process you have to follow including things like questionnaires and face to face meetings and follow-ups, and a fair amount of due diligence. I think that a lot of what your operating model is technically then becomes on record. Then if something does occur there is a blueprint on file that the regulator can pull out and make sure that you’ve got some best practice policies. I think as someone who has spent pretty much an entire career broking and using innovative technology, you would like to be able to see some consistency across the regulatory environment because you don’t want to create a whole new kind of order designation, risk limits and governance and all the other stuff for each individual market. You would love to see consistency so you only write the code once, instead of 10 times for the various markets in Asia for instance. So if there is more collaboration between the regulators in Asia, I think that would be great.
Is there an appetite for global regulatory push?
Greg:
Well it’s already here. We are strong proponents of IOSCO, we adhere to the IOSCO principles of securities regulation and a lot of our policy thinking is based on the IOSCO principles. For example the direct electronic access principles help form our views about what we are going to do on high frequency trading. With the recent changes we have done within that framework, the other rules about the participants are based around the principles for regulation of market intermediaries. It is the same on the market side, my colleague in the Financial Market Infrastructure Group is on the committee that looks at exchange regulatory principles. So we are already there in that space.
I think we have a fairly robust regulatory environment at the moment and with the high frequency traders, a lot of the behaviour that was unwelcome we have been able to use existing powers to deal with. Otherwise we think the market is efficient and one where people can invest with confidence.
On the funding for regulators, what are your thoughts on how to pay for what the regulators need?
Rob:
Well, I think everybody understands that you need good risk management controls. As I mentioned before, what you would like to do is see as much consistency as possible. I think everybody along the food chain has some responsibility and you don’t want to just dump it all on the brokers because they are perceived to have unlimited deep pockets. That’s just not true, particularly in this environment. So I do think everybody has responsibility and I think the focus really should be on individual bad behaviour as opposed to trying to root out a particular kind of category of trading.
For instance, I remember when program trading had this “black eye” associated with it and people didn’t understand what program trading was! There was index arbitrage, there was sector rebalances, there was monetisation of cash flows, but during a crash in the US everybody just attacked it. I think we need to be a little bit careful about how we describe high frequency trading because it tends to be a catchall phrase. Certainly if you could look back at the innovation of the industry from a specialist with an order book making the market, that’s not so efficient.
So of course you want to automate that process. Automated market making is different from the kind of predatory spoofing and techniques that could be used within a high frequency trading strategy. I would like to see the regulators really focus on the bad apples if you will, and not try to over-regulate a particular kind of trading without distinguishing between the two.

The Future Of FX Trade Execution: Marching Along A US Equity-Like Path

By Gary Stone, Chief Strategist, Bloomberg Tradebook.
Gary StoneThe French phrase déjà vu literally means, “already seen.” Have you ever gone to the cinema and felt that you have seen the story before in a different film? Well, Dances With Wolves (1990), FernGully (1992), Last Samurai (2003), District 9 (2009) and Avatar (2009) are different films, however their plots all resemble one another.
Sequels are another example. Story or plot “resemblance” is actually a common occurrence in the film industry — perhaps because producers believe that if the story was successful before, it will be successful again. Over the past 19 years, the equities markets have evolved and transformed. Now, a similar evolution is under way in the Foreign Exchange market. Will the FX story resemble the equities experience? Of course, the market structure and the details will be different but, like films, this story feels eerily similar.
The evolution of the equity market started in 1996. Over the ensuing 17 years, trading technology became more sophisticated. Now, other asset classes and markets across the globe appear to be following a similar evolutionary trajectory (Figure 1).
Progression of TradingEquities started as a manual market where orders were communicated to voice brokers. Market makers in the OTC Nasdaq marketplace and members of the NYSE used electronic bulletin boards to display their IOIs or “axes.” Sell-side brokers developed and distributed in-house electronic platforms to communicate to their buy-side customers to capture their flow.
The FIX Protocol, emerged — standardising how platforms could “communicate” with one another. This enabled vendors to develop broker-neutral platforms and solve fragmented buy-side workflows. Electronic order routing then began as a workflow and straight through processing solution.
As transparency improved, so did trust and empowerment. The buy-side sought greater control over orders. Different pricing models (maker/taker) and innovative order-type algorithms (e.g. Iceberg, Pegging and Discretion) to help control execution were developed. Competition in the marketplace emerged, thus fragmenting liquidity. Soon “smart order routing” aggregated the fractured liquidity and the early adopters on the buy-side started to deal directly in the marketplace.
The empowered marketplace that we now know in the equity markets gained significant momentum when algorithms that controlled all aspects of the execution were released. The buy-side and sell-side, rather than controlling each slice of a large order, were able to use algorithms to try to achieve a desired result. Early adopters significantly reduced implementation costs with these algorithms. The Association for Investment Management Research (AMIR/The CFA Institute) and mutual fund boards began to discuss electronic trading and algorithmic execution as part of “best practices” in buy-side trading rooms.
FX is standing on the shoulders of the equity experience. Many of the execution innovations developed in the equity market are being “tropicalised” and are starting to be adopted by FX market participants. During 2012, FX electronic trading grew both in usage and sophistication. According to a 2012 Streambase Systems survey of more than 240 institutional FX traders primarily located in EMEA and the United States, 69% of participants said that they used multibank platforms for execution, up 17% from 2011. However, the marketplace is now starting to make the leap beyond simple order routing. This is why the FX “film” is starting to feel eerily similar to the equity evolution.
Both the Streambase survey and the Bloomberg Tradebook FX experience suggest that that buy-side and sell-side participants are demanding more algorithmic execution capabilities to enable them to control how they want their orders to be transacted in the market.
The FX market is a highly fragmented market of different pools of liquidity. Banks have developed their own pools of liquidity and many ECNs have emerged as alternative sources. The Streambase survey noted that “liquidity aggregation algorithms” (smart order routing) were among the most commonly used execution algorithms by buy-side (54%) and sell-side (64%) survey participants. More advanced order handling execution management algorithms — algorithmic trading strategies that manage all aspects of an order to achieve a desired result — are also starting to gain traction.
Algorithmic trading strategy usage topped 48% in 2012, a 14% increase from a year earlier. The survey also suggested that further growth can be expected as 75% of the buy-side participants said that they plan to use or increase their use of algorithms for execution. Algorithms can be tactical or benchmark driven. The survey noted that the buy-side has begun to leverage the more sophisticated algorithms including; (passive) Floating (30%), time-slice (29%), TWAP (22%) and VWAP (29%).
Tradebook’s experience is consistent with the Streambase’s findings. More and more traders are using algorithmic trading strategies with increasing degrees of sophistication to implement their institution’s investment approach. Tradebook’s clients’ total notional executed with algorithms grew by more than 23% from Q1 2012 to the end of Q1 2013. Buy-side traders used tactical algorithms such as IF/Done, One-Cancels-Other, Economic Event and Target orders that control when an order is released into the market. Usage of more sophisticated algorithms such as Reserve Scale Back (efficiently manages the accumulation/distribution of a position/order), Discretion, Passive Pegging, Time Slice and TWAP also grew significantly.
<--break->The increased adoption of multi-bank trading portals and execution algorithms also indicates a growing buy-side demand for transparency and control. Whereas in the past, FX was a transaction that occurred as a settlement/back office function, institutions are now empowering their FX traders to take a more active role in execution. We believe that there are two reasons for the migration of FX trading to the front office.
First, reducing slippage. For example, a US-based fund buying a non-US stock must convert dollars to another currency for settlement and clearance. With the challenging investment environment, many funds found that if the stock was purchased in the morning, the currency could move significantly by the time the FX was done in the afternoon. The stock could be executed efficiently but significant transaction costs could emerge from currency slippage. Many on the buy-side became aware of this and, as a result, the FX portion is becoming less of an afterthought. Second, the lawsuits filed by two large pension funds claiming that their custodial banks took advantage of their FX orders were a catalyst for institutions to tighten their FX execution practices.
ResemblingThe progression of trading sophistication in FX resembles the equity plot. If you overlay the FX evolution with the equity experience, possibilities of where FX may end up begin to emerge. It could be argued that the evolution of the equity markets had five distinct stages: fragmentation, algos, the rise of high-frequency trading, dark pools and re-regulation (Figure 2). After liquidity fragmentation, smart order routing aggregated liquidity into a virtual marketplace. Then, algorithms that managed execution results in a complex ecosystem emerged. Algorithms sped up the market, while decimalisation regulation caused spreads to narrow — making manual market making untenable. High-frequency market makers stepped into the void created by the exit of the profit-challenged manual market makers.
Many equity market structure analysts point to Regulation NMS as the catalyst for high-frequency trading and dark pools. In our opinion, this isn’t exactly accurate as the rise of HFTs and dark pools was occurring in the OTC Nasdaq marketplace prior to the regulation. Regulation was needed, however, to eliminate rules that enabled manual market makers to hold up the faster electronic markets in the NYSE-listed markets. Once Regulation NMS harmonised the rules of the road, HFTs started to make markets in NYSE-listed stocks and brokers began to internalise their NYSE-listed flow (prior to Reg NMS, dealers were only allowed to internalise their OTC Nasdaq flows).
In the FX market, surveys show increasing use of algorithmic trading strategies. Spreads are narrowing. Manual market makers are getting squeezed. Bloomberg Tradebook’s experience is that more high-frequency market makers are entering the market. Analysts from research firm Celent estimate that high-frequency trading currently accounts for about 28% of FX trade volume. It is expected to grow.
Over the coming years, using the equity experience as a backdrop (Figure 2), it is somewhat easy to see how the FX market may become more automated with new and different types of liquidity centers vying for market share and how traders will become reliant on algorithmic trading to implement investment strategies.
For many FX market participants who witnessed the equity evolution, it feels like we have seen this film before. The details will be different but the resemblance may be uncanny. As New York Yankee great Yogi Berra said, “It’s déjà vu, all over again.”
Communication

Technology Update From HKEx

Jonathan Leung, Vice President, Head of Hosting Services at Hong Kong Exchanges and Clearing Limited details the ongoing developments at the exchange.
Jonathan Leung2013Two years ago we launched a major technology upgrade program called HKEx Orion. It is a major upgrade and enhancement of our IT platform capability with a committed investment of around HKD3 billion. Out of the HKD3 billion, a large proportion of it will be invested into two major projects. First is the new data centre in Tseung Kwan O, while the second is our hosting services, which are being delivered on the data centre infrastructure. We completed the construction of the data centre in Q4 last year. The current Hong Kong Exchanges and Clearing company is a result of a merger between The Stock Exchange of Hong Kong and the Hong Kong Futures Exchange and three related clearing houses that operated in multiple data centres. Those data centres are a bit old and not able to meet our new initiatives’ needs because they don’t have the capacity to support installation of new systems. So we wanted to consolidate the existing data centres, to support our new business growth and, of course most importantly, maintain Hong Kong’s strong position leadership in the global market.
We have built our new data centre to meet the highest quality Tier-4 standard; quite a number of exchanges are only running their markets in the next level down Tier-3 -data centres. We decided to do this because we believe delivering robust and reliable market infrastructure is very important, especially in Hong Kong.
Phased migration
The first phase of the migration, the cash market, was completed in October and the production system is already running in the Tseung Kwan O data centre. Last December, right after the migration of the cash market, we launched our Hosting Services to support cash trading inside the same facility. The data centre itself is a very environmentally friendly building. We achieved the LEED Gold certification by the US Green Building Council. To achieve such stringent certification we have implemented a number of energy saving features.
One of the simplest examples is the deployment of LED lighting throughout the whole building.
We built 320 racks for Phase 1 of Hosting Services. Currently, about 60 users are using our services with over 100 racks deployed. That is about one-third of the capacity taken up just in the past few months. Currently about 20 per cent of the cash market’s daily turnover is generated from brokers using our Hosting Services, which is quite significant. A second major milestone will be the migration of the derivatives market to the new data centre around June this year. Hosting Services users will be able to have access to both markets after the migration. This is particularly important for clients who have the need to arbitrage across both markets.
The ecosystem
Another significant feature of the Hosting Services is that, unlike some other exchanges that only offer co-location services, we have adopted a more open approach.
We call this an ecosystem approach. In addition to brokers, we also allow information vendors, technology vendors and connectivity providers to offer services to the brokers inside our data centres. Brokers are able to subscribe for different services such as global connectivity and market data feeds through this Hosting Services Ecosystem very conveniently.
We are also a carrier neutral data centre. Currently, we already have 14 telecom network providers set up in our Hosting Services facility. That means end users have complete freedom to choose which connectivity provider they want to use. Some other exchanges operate telecom services themselves. They prefer users to use their services and restrict the users’ choices of third party connectivity providers. For us, providing telecom services is not our core business and we want to partner with those companies who are really experts in the area to provide the best service to our brokers.
Market data
Another major project of the HKEx Orion initiative is the HKEx Orion Market Data Platform (OMD). Phase one of the OMD project, the cash market part, is targeted to launch in the third quarter of 2013. Hosting Services users will be able to directly connect to the OMD in a low latency manner.
The major benefit of the OMD is that it will improve transparency in the sense that we are able to provide a full order book, compared to the current provision of up to 10 market depths. In terms of system capacity and choices of products, the OMD will offer data-feed products, disseminating market data in streaming mode in addition to the basic conflated data-feed, versus the single data-feed product sending snapshot updates supported by the current market data system.
We will extend the OMD’s footprint to Mainland China by establishing our Mainland Market Data Hub (MMDH) in Shanghai. The MMDH is tentatively targeted for rollout in the last quarter of 2013. For the cash market another major project we plan to launch this year is the Orion Central Gateway (OCG).
A major benefit of OCG is that brokers will no longer be required to install and maintain the current Open Gateway hardware. For Hosting Services users, this also means that they can utilise their subscribed rack space more efficiently; they can connect to the OCG with a low latency network provided by us and we can support up to 10 gigabits per second physical port speed.
Derivatives update
For the derivatives market we will upgrade to the Genium platform by the end of 2013. It also supports a central gateway architecture, so it will cost the derivatives participants much less to use our Hosting Services, as they will not need to install gateway hardware inside their racks.
HKEx Data Centre Green Feature

What’s Next For Brazil?

By Christian J. Zimmer and Hellinton Hatsuo Takada, Itaú Asset Management.
Christian and HellintonThe electronic trading landscape in Brazil is highly connected to BMFBovespa. Fortunately, BMFBovespa uses FIX as their communication protocol. However, the adoption of FIX does not imply the possibility of electronic execution of an order of any security and any size. At BMFBovespa, mostly equities, a few futures and some option contracts have significant liquidity for electronic trading. Obviously, when executing large orders electronically, it is necessary to have liquidity to avoid price distortions and, at BMFBovespa, possible unscheduled auctions.
On the other hand, BMFBovespa recently introduced the PUMA trading environment which reduced the execution time significantly. This system was developed by BMFBovespa together with the CME and started at the end of 2011 as the new platform for derivatives. During the first half of 2012 the migration of stocks and stock derivatives was concluded too. In the future, the fixed-income platforms Bovespa FIX and Sisbex (from the Central Bank) are supposed to migrate to the unified PUMA platform.
Additionally, the BMFBovespa’s market data feed is now faster with UMDF/Fast FIX. In the marketplace, we can state with confidence that there is now a mature technology setup for exchange-traded assets.
But there is more – especially, when it comes to the question of liquidity and the integration of other markets and functionalities. Firstly, let’s take a broader view of the trading environment. When it comes to government bonds, two platforms are the most relevant in Brazil: CETIP-Trader and Bloomberg. Additionally, there is the BovespaFIX environment with focus on corporate bonds, which is under reformulation and a new service is to be launched in mid 2013.
Many broker-dealers display their prices via individual Bloomberg screens or they can be aggregated into a Bloomberg function. The same happens for many options: broker-dealers offer screens where the clients can also follow the morning and afternoon auctions.
Finally, even in the equity space trading of big blocks is still a manual process where the brokers look for counterparties. Information leakage is potentially very high.
The Darkstone project
In order to achieve better results in big blocks for equities, Itaú Asset Management (IAM) started at the end of 2012, the Darkstone project. IAM is one of the largest asset managers with a focus on Latin America with approximately USD300 Billion AUM. Big asset managers outside of Brazil typically access dark pools and other alternative venues for executing big positions. The lack of alternatives to Bovespa for stock trading has made it common practice to find counterparties for blocks via phone/chat with the broker-dealer. After agreeing on the price they cross the parties and inform the exchange of the trade. The trade is thus a Bovespa direct cross, not a broker internalisation. Unfortunately, this manual process opens the door for operational errors – following about 20 chat windows and negotiating terms with all of them is not easy when the market becomes nervous. Therefore, in 2013 we started to connect our brokers and to negotiate big blocks with them based on the IOI-platform from Raptor Trading Systems.
By now, three alternatives, all based on the FIX Protocol, are possible for arranging the trades:

  1. Acceptor approach: This alternative represents the typical IOI flow where the broker basically sends an IOI and receives a NOS as a response. In order to better guide the brokers, at the beginning of the day, IAM sends a list of stocks we intend to trade. Then, during the day, at any time, the brokers can send actionable IOIs. If our traders have posted a corresponding order into Darkstone, immediately a NOS is created and sent to the broker. A fill execution report is expected from the broker. The advantage of IAM is the reduction of footprint in the market.
  2. Initiator approach: Following a performance based ranking per stock, IAM sends IOIs to the first broker. The IOI has a 5-10 minutes lifetime with price replaced as the markets move. If the sell-side trader finds a counterparty, he sends a referring IOI and the flow continues as in case 1. If the sell-side trader does not find a counterparty, the IOI is canceled and sent to the next broker in the ranking. As this alternative creates a certain footprint, our traders observe the participating brokers’ market behavior. Any misbehavior has the consequence of excluding the broker from our list.
  3. Broadcasting approach: Like in a classical auction, we invite our brokers via RFQ to give us a price for a defined position. If no satisfying price is received, IAM’s traders may step back and not trade at all. Once again, the market footprint is a critical concern.

As Brazilian laws do not allow for internalisation, this is not a dark pool setup and all the trades are sent to the exchange and registered there. The prices and quantities we promote are constantly controlled within the Raptor system to avoid unscheduled auctions going to the market.
Of course, making direct crosses is already very popular in Brazil. But it is based on chatting, and making it FIX-based allows for a relevant increase in efficiency. Further, we expect in the near horizon the maintenance of the total trading volume from direct crosses and a fair performance-based evaluation of our brokers.
Internal messaging
It is not by occasion that the Darkstone project is FIX-based. In 2012 at Itaú Asset Management, we reformulated our electronic trading environment using FIX. FIX allows us to work in a modular form.
Now, our OMS is focused on OM-tasks. At the trading level, each trader can use the EMS he likes, as long as it talks FIX. The traders send the orders to our FIX-based risk module from there they go to our router that manages all the connections. As the risk and the routing modules are also from Raptor, the integration with the Darkstone project was seamless. Being able to individually treat every piece of our ET-architecture allows us to switch to newer technologies without affecting other parts of the workflow. But, in order to make the internal FIX-communication a success, some points have to be observed:

  1. At the OMS-level, neither the execution broker nor the (mother) accounts are known. This information comes back from the EMS. So, the OMS must allow for possible changes of these points when it receives response messages from the EMS. For example, tag 1 and 453 must be changeable.
  2. In order to correctly check trading risk limits, the EMS must send the individual accounts to the risk module in repeating group 78. And the risk module must process the repeating group correctly. The importance of the rep group 78 goes beyond pre-allocation in this case. For more details on risk controls and FPL guidelines, please refer to http://www.fixprotocol.org/ working_groups/riskwg/documents.

FIX for post-trade is another key area we will be focused on in the second half of 2013: (see http://www.fixprotocol.org/ for links to the most recent guidelines). Today, FIX-allocation is still very rare in Brazil, even in the equity space. Allocations are still confirmed via the exchange of Excel files. This is a slow and failure prone process.
If the buy-side OMS has an integrated post-trade module, emitting FIX-allocations is straight forward. But even if not, it is not too much of an effort to get the executed trades and follow the process proposed by FPL.
The problems of using FIX-allocations in Brazil are mainly due to the sell-side, which does not seem to be prepared. Nowadays, the brokers extract their clients’ trades from the exchange’s Sinacor database. A few brokers created web-services where the buy-side can access their confirmations. Instead, a FIX-session should be made available.
We hope to see FIX-allocations become reality in the Brazilian equity space by the end of 2014.
As a final point, here is a short list of potential FIX usages that should receive further attention in the next years:

  1. Government bonds trading
  2. Individual sell-side feeds for illiquid and OTC products, not only for market data, but also for trading.
  3. Stock-lending/borrowing platform

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