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Computational Simulation: The Next Frontier for Better Decision Making

With recent advances in technology and the explosion in the availability of data, the world is becoming much more interconnected and immensely more complex. Today, society faces a wide range of challenges on an unprecedented global scale. These challenges span financial instability, economic inequality, disease, healthcare, climate change, sustainability, an aging population, migration, pervasive web and information technology, transnational governance, and security.

While there have been advances in analytics in the past decade, we have not seen a step change in our analytical capabilities. On the contrary, a groundbreaking approach that will provide new tools and insights to help society address these challenges comes from complexity science. This field is designed to study emergent properties in complex systems. Emergence is observed in nature through the flocking of birds in the absence of any central coordination. Schools of fish, colonies of ants and life itself are all examples of emergence. The utility of complexity science to humans becomes immediately apparent when it is applied to study large systems such as the stock market and the banking system.

This paper addresses the challenges faced by the financial services industry and shows how new analytical tools can be used to gain greater insight and produce better decision-making capabilities. We show how platforms, such as those developed by Simudyne, can be combined with the power of the Cloudera modern data platform to provide policy makers, regulators, and other key players in the financial services sector with the necessary toolkit to understand the modern financial sector.



CTC Global Singapore, a premier end-to-end IT solutions provider, is a fully owned subsidiary of ITOCHU Techno-Solutions Corporation (CTC) and ITOCHU Corporation.

Since 1972, CTC has established itself as one of the country’s top IT solutions providers. With 50 years of experience, headed by an experienced management team and staffed by over 200 qualified IT professionals, we support organizations with integrated IT solutions expertise in Autonomous IT, Cyber Security, Digital Transformation, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Well-known for our strengths in system integration and consultation, CTC Global proves to be the preferred IT outsourcing destination for organizations all over Singapore today.


Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit www.planview.com.


SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.


HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 


IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.

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