2011 Annual Report
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SMART: Making DB2 (More) Autonomic
SMART: Making DB2 (More) Autonomic Guy M. Lohman Sam S. Lightstone IBM Almaden Research Center IBM Toronto Software Lab K55/B1, 650 Harry Rd. 8200 Warden Ave. San Jose, CA 95120-6099 Markham, L6G 1C7 Ontario U.S.A. Canada [email protected] [email protected] Abstract The database community has already made many significant contributions toward autonomic systems. IBM’s SMART (Self-Managing And Resource Separating the logical schema from the physical schema, Tuning) project aims to make DB2 self- permitting different views of the same data by different managing, i.e. autonomic, to decrease the total applications, and the entire relational model of data, all cost of ownership and penetrate new markets. simplified the task of building new database applications. Over several releases, increasingly sophisticated Declarative query languages such as SQL, and the query SMART features will ease administrative tasks optimizers that made them possible, further aided such as initial deployment, database design, developers. But with the exception of early research in system maintenance, problem determination, and the late 1970s and early 1980s on database design ensuring system availability and recovery. algorithms, little has been done to help the beleaguered database administrator (DBA) until quite recently, with 1. Motivation for Autonomic Databases the founding of the AutoAdmin project at Microsoft [http://www.research.microsoft.com/dmx/autoadmin/] and While Moore’s Law and competition decrease the per-unit the SMART project at IBM, described herein. cost of hardware and software, the shortage of skilled professionals that can comprehend the growing complexity of information technology (IT) systems 2. -
Minutes of the January 25, 2010, Meeting of the Board of Regents
MINUTES OF THE JANUARY 25, 2010, MEETING OF THE BOARD OF REGENTS ATTENDANCE This scheduled meeting of the Board of Regents was held on Monday, January 25, 2010, in the Regents’ Room of the Smithsonian Institution Castle. The meeting included morning, afternoon, and executive sessions. Board Chair Patricia Q. Stonesifer called the meeting to order at 8:31 a.m. Also present were: The Chief Justice 1 Sam Johnson 4 John W. McCarter Jr. Christopher J. Dodd Shirley Ann Jackson David M. Rubenstein France Córdova 2 Robert P. Kogod Roger W. Sant Phillip Frost 3 Doris Matsui Alan G. Spoon 1 Paul Neely, Smithsonian National Board Chair David Silfen, Regents’ Investment Committee Chair 2 Vice President Joseph R. Biden, Senators Thad Cochran and Patrick J. Leahy, and Representative Xavier Becerra were unable to attend the meeting. Also present were: G. Wayne Clough, Secretary John Yahner, Speechwriter to the Secretary Patricia L. Bartlett, Chief of Staff to the Jeffrey P. Minear, Counselor to the Chief Justice Secretary T.A. Hawks, Assistant to Senator Cochran Amy Chen, Chief Investment Officer Colin McGinnis, Assistant to Senator Dodd Virginia B. Clark, Director of External Affairs Kevin McDonald, Assistant to Senator Leahy Barbara Feininger, Senior Writer‐Editor for the Melody Gonzales, Assistant to Congressman Office of the Regents Becerra Grace L. Jaeger, Program Officer for the Office David Heil, Assistant to Congressman Johnson of the Regents Julie Eddy, Assistant to Congresswoman Matsui Richard Kurin, Under Secretary for History, Francisco Dallmeier, Head of the National Art, and Culture Zoological Park’s Center for Conservation John K. -
The Cio's Guide to Quantum Computing
THE CIO’S GUIDE TO QUANTUM COMPUTING November 2020 COPYRIGHT ©2020 CBS INTERACTIVE INC. ALL RIGHTS RESERVED. THE CIO’S GUIDE TO QUANTUM COMPUTING TABLE OF CONTENTS 3 Introduction 3 Quantum computers are coming. Get ready for them to change everything 10 Research: Quantum computing will impact the enterprise, despite being misunderstood 12 What is quantum computing? Understanding the how, why and when of quantum computers 23 Quantum computing has arrived, but we still don’t really know what to do with it 26 CIO Jury: How quantum computing will affect the enterprise 28 Quantum computing: Five ways you can get involved 31 Quantum computers could soon reveal all of our secrets. The race is on to stop that happening 36 8 companies leading in quantum computing endeavors in 2020 41 What classic software developers need to know about quantum computing 50 Quantum computing meets cloud computing: D-Wave says its 5,000-qubit system is ready for business 2 COPYRIGHT ©2020 CBS INTERACTIVE INC. ALL RIGHTS RESERVED. THE CIO’S GUIDE TO QUANTUM COMPUTING INTRODUCTION Quantum computers offer great promise for cryptography and optimization problems, and companies like IBM, Google, and D-Wave are racing to make them practical for business use. This special feature from TechRepublic and ZDNet explores what quantum computers will and won’t be able to do and the challenges we still face. QUANTUM COMPUTERS ARE COMING. GET READY FOR THEM TO CHANGE EVERYTHING Quantum computers are not yet creating business value, but CIOs should nonetheless lose no time in getting involved. BY DAPHNE LEPRINCE-RINGUET/ZDNET Supermarket aisles filled with fresh produce are probably not where you would expect to discover some of the first benefits of quantum computing. -
Quantum Computing
QUANTUM COMPUTING U N D E R S T A N D I N G Q U A N T U M C O M P U T I N G T O P R E P A R E F O R T H E U N E X P E C T E D Y R 0 A 2 U R 0 B E 2 F FEBRUARY 2020 Quantum Computing Understanding quantum computing to prepare for the unexpected Intellectual copyright All Cigref publications are made freely available to the general public but remain protected by the applicable laws on intellectual property. QUANTUM COMPUTING Editorial Just a few years ago, quantum computing was a utopian dream. Today, however, it is beginning to take root in people's minds. It promises to replace the law of Gordon Moore, a cofounder of Intel who predicted that computing capacity would double every year...up to the physical limit of the atom. Atoms are the starting point of quantum computing, which uses nanometric (10-9) resources to solve problems that current computers cannot tackle. The fields of application for quantum computing range from encryption, metrology, optimisation, simulation, data analysis and artificial intelligence, using a future 'universal quantum computer'. Led by several key players like Google, IBM, Microsoft and Atos, the emerging quantum computing ecosystem also includes many start-ups (primarily in North America but in France as well) and is growing. While companies are currently undergoing profound transformations to prepare for and adapt to unexpected technological developments, they cannot ignore the quantum revolution that will undoubtedly shake up IT: first sequential, then parallel, computing will become 'co-occurrent'1 and impact programming, algorithms, applications and computer security, resulting in new use cases. -
The Evolution of Ibm Research Looking Back at 50 Years of Scientific Achievements and Innovations
FEATURES THE EVOLUTION OF IBM RESEARCH LOOKING BACK AT 50 YEARS OF SCIENTIFIC ACHIEVEMENTS AND INNOVATIONS l Chris Sciacca and Christophe Rossel – IBM Research – Zurich, Switzerland – DOI: 10.1051/epn/2014201 By the mid-1950s IBM had established laboratories in New York City and in San Jose, California, with San Jose being the first one apart from headquarters. This provided considerable freedom to the scientists and with its success IBM executives gained the confidence they needed to look beyond the United States for a third lab. The choice wasn’t easy, but Switzerland was eventually selected based on the same blend of talent, skills and academia that IBM uses today — most recently for its decision to open new labs in Ireland, Brazil and Australia. 16 EPN 45/2 Article available at http://www.europhysicsnews.org or http://dx.doi.org/10.1051/epn/2014201 THE evolution OF IBM RESEARCH FEATURES he Computing-Tabulating-Recording Com- sorting and disseminating information was going to pany (C-T-R), the precursor to IBM, was be a big business, requiring investment in research founded on 16 June 1911. It was initially a and development. Tmerger of three manufacturing businesses, He began hiring the country’s top engineers, led which were eventually molded into the $100 billion in- by one of world’s most prolific inventors at the time: novator in technology, science, management and culture James Wares Bryce. Bryce was given the task to in- known as IBM. vent and build the best tabulating, sorting and key- With the success of C-T-R after World War I came punch machines. -
WIKINOMICS How Mass Collaboration Changes Everything
WIKINOMICS How Mass Collaboration Changes Everything EXPANDED EDITION Don Tapscott and Anthony D. Williams Portfolio Praise for Wikinomics “Wikinomics illuminates the truth we are seeing in markets around the globe: the more you share, the more you win. Wikinomics sheds light on the many faces of business collaboration and presents a powerful new strategy for business leaders in a world where customers, employees, and low-cost producers are seizing control.” —Brian Fetherstonhaugh, chairman and CEO, OgilvyOne Worldwide “A MapQuest–like guide to the emerging business-to-consumer relation- ship. This book should be invaluable to any manager—helping us chart our way in an increasingly digital world.” —Tony Scott, senior vice president and chief information officer, The Walt Disney Company “Knowledge creation happens in social networks where people learn and teach each other. Wikinomics shows where this phenomenon is headed when turbocharged to engage the ideas and energy of customers, suppli- ers, and producers in mass collaboration. It’s a must-read for those who want a map of where the world is headed.” —Noel Tichy, professor, University of Michigan and author of Cycle of Leadership “A deeply profound and hopeful book. Wikinomics provides compelling evidence that the emerging ‘creative commons’ can be a boon, not a threat to business. Every CEO should read this book and heed its wise counsel if they want to succeed in the emerging global economy.” —Klaus Schwab, founder and executive chairman, World Economic Forum “Business executives who want to be able to stay competitive in the future should read this compelling and excellently written book.” —Tiffany Olson, president and CEO, Roche Diagnostics Corporation, North America “One of the most profound shifts transforming business and society in the early twenty-first century is the rapid emergence of open, collaborative innovation models. -
Q International Business Machines Corporation
Table of Contents UNITED STATES SECURITIES AND EXCHANGE COMMISSION WASHINGTON, DC 20549 FORM 10 - Q QUARTERLY REPORT PURSUANT TO SECTION 13 or 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 FOR THE QUARTER ENDED JUNE 30, 2017 1-2360 (Commission file number) INTERNATIONAL BUSINESS MACHINES CORPORATION (Exact name of registrant as specified in its charter) New York 13-0871985 (State of incorporation) (IRS employer identification number) Armonk, New York 10504 (Address of principal executive offices) (Zip Code) 914-499-1900 (Registrant’s telephone number) Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section l3 or l5(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes _ No Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files). Yes _ No Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act. -
The Operating Model: Business Process Standardization And
UVA Center for the Management of Information Technology March 6, 2009 Strategy Execution and the Role of the CIO/IT Jeanne W. Ross Director & Principal Research Scientist Center for Information Systems Research (CISR) MIT Sloan School of Management Phone: (617) 253-2348, Fax: (617) 253-4424 [email protected]; http://mitsloan.mit.edu/cisr/ This research was made possible by the support of CISR sponsors and patrons. Center for Information Systems Research (CISR) © 2009 MIT Sloan CISR - Ross MIT CISR gratefully acknowledges the support & contributions of its Research Patrons and Sponsors. CISR’s Mission Research Patrons • Founded in 1974; CISR has a strong track record of practice-based research on how firms – Boston Consulting Group – Gartner manage & generate business value from IT – BT Group – IBM Corporation – Diamond Management & – Microsoft Corporation • Research is disseminated via electronic Technology Consultants – Tata Consultancy Services research briefings, working papers, research workshops & exec. ed. programs including Research Sponsors http://mitsloan.mit.edu/cisr/education.php – Aetna Inc. – Det Norske Veritas – Mohegan Sun – Allstate Insurance Co. (Norway) – NASA 2009 CISR Research Projects – ANZ Banking Group – DHL Global Management – Nissan North America (Australia) GmbH (Germany) – Nomura Research The View from the Top: IT and Business Value – AstraZeneca – Direct Energy Institute, Ltd. (Japan) Pharmaceuticals, LP – Embraer – Empresa – Parsons Brinckerhoff • Achieving Superior Business Value from IT – Banco Bradesco S.A. Brasileira de Aeronautica – PepsiAmericas, Inc. —A Single Framework of What Matters (Brazil) S.A. (Brazil) – PepsiCo International • Communicating Effectively about IT Value – Banco Itaú S.A. (Brazil) – EMC Corp. – Pfizer Inc. • Maturing and Globalizing IT Governance – Bank of America – ExxonMobil Global – PNC Global Investment – BP Services Co. -
IBM Research AI Residency Program
IBM Research AI Residency Program The IBM Research™ AI Residency Program is a 13-month program Topics of focus include: that provides opportunity for scientists, engineers, domain experts – Trust in AI (Causal modeling, fairness, explainability, and entrepreneurs to conduct innovative research and development robustness, transparency, AI ethics) on important and emerging topics in Artificial Intelligence (AI). The program aims at creating and investigating novel approaches – Natural Language Processing and Understanding in AI that progress capabilities towards significant technical (Question and answering, reading comprehension, and real-world challenges. AI Residents work closely with IBM language embeddings, dialog, multi-lingual NLP) Research scientists and are expected to fully complete a project – Knowledge and Reasoning (Knowledge/graph embeddings, within the 13-month residency. The results of the project may neuro-symbolic reasoning) include publications in top AI conferences and journals, development of prototypes demonstrating important new AI functionality – AI Automation, Scaling, and Management (Automated data and fielding of working AI systems. science, neural architecture search, AutoML, transfer learning, few-shot/one-shot/meta learning, active learning, AI planning, As part of the selection process, candidates must submit parallel and distributed learning) a 500-word statement of research interest and goals. – AI and Software Engineering (Big code analysis and understanding, software life cycle including modernize, build, debug, test and manage, software synthesis including refactoring and automated programming) – Human-Centered AI (HCI of AI, human-AI collaboration, AI interaction models and modalities, conversational AI, novel AI experiences, visual AI and data visualization) Deadline to apply: January 31, 2021 Earliest start date: June 1, 2021 Duration: 13 months Locations: IBM Thomas J. -
The Application Usage and Risk Report an Analysis of End User Application Trends in the Enterprise
The Application Usage and Risk Report An Analysis of End User Application Trends in the Enterprise 8th Edition, December 2011 Palo Alto Networks 3300 Olcott Street Santa Clara, CA 94089 www.paloaltonetworks.com Table of Contents Executive Summary ........................................................................................................ 3 Demographics ............................................................................................................................................. 4 Social Networking Use Becomes More Active ................................................................ 5 Facebook Applications Bandwidth Consumption Triples .......................................................................... 5 Twitter Bandwidth Consumption Increases 7-Fold ................................................................................... 6 Some Perspective On Bandwidth Consumption .................................................................................... 7 Managing the Risks .................................................................................................................................... 7 Browser-based Filesharing: Work vs. Entertainment .................................................... 8 Infrastructure- or Productivity-Oriented Browser-based Filesharing ..................................................... 9 Entertainment Oriented Browser-based Filesharing .............................................................................. 10 Comparing Frequency and Volume of Use -
About the Author
ABOUT THE AUTHOR Dr. Arvind Sathi is the World Wide Communication Sector archi- tect for big data at IBM® . Dr. Sathi received his Ph.D. in business administration from Carnegie Mellon University and worked under Nobel Prize winner Dr. Herbert A. Simon. Dr. Sathi is a seasoned professional with more than 20 years of leadership in information management architecture and delivery. His primary focus has been in creating visions and roadmaps for advanced analytics at lead- ing IBM clients in telecommunications, media and entertainment, and energy and utilities organizations worldwide. He has con- ducted a number of workshops on big data assessment and roadmap development. Prior to joining IBM, Dr. Sathi was a pioneer in d eveloping k nowledge-based solutions for CRM at Carnegie Group. At BearingPoint, he led the development of enterprise integration, master data man- agement (MDM), and operations support systems / business support systems (OSS/BSS) solutions for the communications market, and also developed horizontal solutions for communications, fi nancial services, and public services. At IBM, Dr. Sathi has led several infor- mation management programs in MDM, data security, business intel- ligence, advanced analytics, big data, and related areas, and provided strategic architecture oversight to IBM’s strategic accounts. He has also delivered a number of workshops and presentations at industry con- ferences on technical subjects, including MDM and data architecture, 202 ABOUT THE AUTHOR and he holds two patents in data masking. His fi rst book, Customer Experience Analytics , was released by MC Press in October 2011, and his second book, Big Data Analytics , was released in October 2012. -
Interconnect 2017 IBM Watson Iot Journey
IBM Watson IoT InterConnect Journey Map 2017 March 19 – 23 MGM Grand & Mandalay Bay Las Vegas, Nevada It all adds up! This is the conference you cannot afford to miss. 3 2/17/2017 The most influential thinkers, leaders, and innovators will join Ginni Rometty and IBM’s greatest minds to show you everything you need to know about cloud. Amy Wilkinson Bruce Schneier Dr. Sabine Hauert Mike McAvoy Prof Nick Jennings CEO of Ingenuity, Professor at Security Expert and CTO, President and Co-Founder President and CEO – Onion, Inc., CB FREng, Stanford Business School, Resilient of Robohub.org, Asst. Prof in EVP of Sales – Fusion Media Vice-Provost (Research), Author of The Creator's Code Robotics at Univ of Bristol Group (FMG) Imperial College London Adrian Gropper Don Tapscott Wayne Brady Daniel Hoffman Robert S. Mueller III, Former MD CTO, Patient Privacy Co-author, Emmy Winning Actor, Singer, Former Intelligence Officer, CIA Director, FBI and Partner, Rights Foundation Blockchain Revolution Dancer, Comedian, and WilmerHale Cyberbullying Activist 4 Asset Management Keynotes & Sessions This guide provides the comprehensive view of Asset Management journey at 2017 InterConnect. Review the complete sessions and build your personalized agenda with the Watson Sessions Expert Tool. Asset Management Keynotes & Sessions Time Session Title Location Sunday, March 19 Facilities Management Maximo Users Group 13:00 - 13:30 IAB-4388 Facilities MUG: Facilities Management Maximo User Group Business Meeting Mandalay Bay North, Level 0-South Pacific D 13:30 - 14:15