001440627 000__ 05026cam\a2200577\i\4500 001440627 001__ 1440627 001440627 003__ OCoLC 001440627 005__ 20230309004652.0 001440627 006__ m\\\\\o\\d\\\\\\\\ 001440627 007__ cr\un\nnnunnun 001440627 008__ 211031s2021\\\\sz\a\\\\ob\\\\001\0\eng\d 001440627 019__ $$a1281243771$$a1281649667$$a1281984294$$a1282300386 001440627 020__ $$a9783030788216$$q(electronic bk.) 001440627 020__ $$a3030788210$$q(electronic bk.) 001440627 020__ $$z9783030788209 001440627 020__ $$z3030788202 001440627 0247_ $$a10.1007/978-3-030-78821-6$$2doi 001440627 035__ $$aSP(OCoLC)1281581287 001440627 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dFIE$$dN$T$$dOCLCF$$dOCLCO$$dAUD$$dOCLCO$$dOCLCQ 001440627 049__ $$aISEA 001440627 050_4 $$aHG1709$$b.D54 2021 001440627 08204 $$a332.10285$$223 001440627 24504 $$aThe digital journey of banking and insurance.$$nVolume III,$$pData storage, data processing and data analysis /$$cVolker Liermann, Claud Stegmann, editors. 001440627 24630 $$aData storage, data processing and data analysis 001440627 264_1 $$aCham :$$bPalgrave Macmillan,$$c[2021] 001440627 264_4 $$c©2021 001440627 300__ $$a1 online resource :$$billustrations (chiefly color) 001440627 336__ $$atext$$btxt$$2rdacontent 001440627 337__ $$acomputer$$bc$$2rdamedia 001440627 338__ $$aonline resource$$bcr$$2rdacarrier 001440627 504__ $$aIncludes bibliographical references and index. 001440627 5050_ $$aPart I. Big Data and Special Databases -- Chapter 1. Data Lineage -- Chapter 2. Digitization and MongoDB-The Art of Possible -- Chapter 3. Graph Databases -- Chapter 4. Data Tiering Options with SAP HANA and Usage in a Hadoop Scenario -- Part II. Streaming -- Chapter 5. Kafka-Real-Time Streaming for the Finance Industry -- Chapter 6. Architecture Patterns-Batch & Real-Time Capabilities -- Chapter 7. Kafka-A Practical Implementation of Intraday Liquidity Risk Management -- Part III. Data: A View on Meta Aspects -- Chapter 8. Data Sustainability-A Thorough Consideration -- Chapter 9. Special Data for Insurance Companies -- Chapter 10. Data Protection-Putting the Brakes on Digitalization Processes? -- Part IV. Distributed Ledger -- Chapter 11. Digital Identity Management-for Humans Only? -- Part V. Machine Learning and Deep Learning -- Chapter 12. Overview Machine Learning and Deep Learning Frameworks -- Chapter 13. Methods of Machine Learning -- Part VI. Summary. 001440627 506__ $$aAccess limited to authorized users. 001440627 520__ $$aThis book, the third one of three volumes, focuses on data and the actions around data, like storage and processing. The angle shifts over the volumes from a business-driven approach in Disruption and DNA to a strong technical focus in Data Storage, Processing and Analysis leaving Digitalization and Machine Learning Applications with the business and technical aspects in-between. In the last volume of the series, Data Storage, Processing and Analysis the shifts in the way we deal with data are addressed. Volker Liermann, Partner at ifb group, worked in the banking industry for over two decades, primarily focusing on financial risk management. Throughout his career, he has focused on developing integrated and comprehensive frameworks to help organizations correctly project risk at a strategic and tactical line of business and departmental level. He has also focused on developing frameworks to integrate stress testing and regulatory stress tests. In recent years, his focus has shifted to digitalization, machine learning and digital processes including improvements to classical financial and non-financial risk management. He has a background in economics and a degree in mathematics from the University of Bonn. Claus Stegmann has as Co-CEO of ifb group--an international consulting firm--acquired extensive know-how over the last three decades in the financial industry regarding finance transformation, risk management and regulatory compliance. He is intensively engaged with the current challenges of the financial industry, which result from strong changes to customer behavior, a changing competitive environment and new technologies due to digitalization. He has also co-authored books on Stress Tests in Banks, Basel III as well as Digitalization in the Finance Industry, and graduated from Business School at the University of Passau, Germany. 001440627 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 16, 2021). 001440627 650_0 $$aBanks and banking$$xTechnological innovations. 001440627 650_0 $$aBanks and banking$$xData processing. 001440627 650_0 $$aInsurance$$xTechnological innovations. 001440627 650_0 $$aInsurance$$xData processing. 001440627 650_6 $$aAssurance$$xInnovations. 001440627 650_6 $$aAssurance$$xInformatique. 001440627 655_0 $$aElectronic books. 001440627 7001_ $$aLiermann, Volker,$$eeditor. 001440627 7001_ $$aStegmann, Claus,$$eeditor. 001440627 77608 $$iPrint version:$$z3030788202$$z9783030788209$$w(OCoLC)1250514605 001440627 852__ $$bebk 001440627 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-78821-6$$zOnline Access$$91397441.1 001440627 909CO $$ooai:library.usi.edu:1440627$$pGLOBAL_SET 001440627 980__ $$aBIB 001440627 980__ $$aEBOOK 001440627 982__ $$aEbook 001440627 983__ $$aOnline 001440627 994__ $$a92$$bISE