As trading desks evolve with data science and machine learning, middleware like Informatica UM becomes the key to rapid scaling and distribution.
Version 1 778 View(s) 619 Download(s) 2.83 MB The Role of Machine Learning and AI in trading and execution. WHY AI AND WHY NOW? Interest in Artificial Intelligence (AI) is exploding and all businesses consider it a prime futurereshaping initiative. To understand AI we can first look at the context of Information Technology (IT) history and evolution: IT progress is … Read More
Version 1 313 View(s) 320 Download(s) 219 KB Dark Pool Routing Introduction It is fast becoming accepted wisdom that systemic change has occurred in the Capital Markets. We hear increasingly strident voices telling us that markets are too fragmented; best execution is elusive and investors are being disadvantaged. One of the results of this popular criticism is that regulators, who … Read More
Version 1 170 View(s) 498 Download(s) 480 KB Introduction Trading systems are becoming increasingly fast, complex and interconnected. The US market crash of May 6th 2010, also known as the „Flash Crash‟, was swift, deep and propagated to all open markets and asset classes. Fortunately, both the Asian and European Markets were closed. However, market participants are not the only … Read More
Version 1 156 View(s) 705 Download(s) 2.03 MB Executive Summary This paper discusses the evolving challenge of liquidity fragmentation as a result of business, technology and regulatory pressures within capital markets. Fragmentation has accelerated in the past 24 months in both the US and European equities markets due to the implementation of RegNMS and MIFID. However, the rapid growth of … Read More
Version 1 177 View(s) 499 Download(s) 1.82 MB Introduction The electronic trading market has entered into a new evolutionary phase. This shift is expressed by the change in the nature of liquidity, namely decentralization for asset classes which were typical y organized in a centralized model, whilst creation and consolidation of electronic venues for asset classes which were traditionally OTC … Read More
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