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Assessing Department Of Defense Use Of Data Analytics And Enabling Data Management To Improve Acquisition Outcomes
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Book Synopsis Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes by : Philip S. Anton
Download or read book Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes written by Philip S. Anton and published by . This book was released on 2021-10-15 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Congress asked about acquisition data analytics in the Department of Defense. This report identifies and measures capabilities and recent progress. Barriers to improvement include a culture against data sharing due to security and burden concerns.
Book Synopsis Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes by : Philip S. Antón
Download or read book Assessing Department of Defense Use of Data Analytics and Enabling Data Management to Improve Acquisition Outcomes written by Philip S. Antón and published by . This book was released on 2019 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In the conference report accompanying the National Defense Authorization Act for Fiscal Year 2017, Congress expressed concern that the U.S. Department of Defense (DoD) "does not sufficiently incorporate data into its acquisition-related learning and decision-making" and asked six questions about "the use of data analysis, measurement, and other evaluation-related methods in DoD acquisition programs." In this report, the authors decompose and measure acquisition functions, data governance, and training to assess how data and associated analytics support DoD acquisition decision making. The authors found that the DoD is applying a breadth of data analytics to acquisition. Capabilities range from simple data archives and plotting to archives integrated with commercial analytic tools. The DoD has implemented an array of data governance and management practices, but major challenges remain, including a culture against data sharing and concerns about security and oversight burden. Some commercial breakthroughs in advanced analytics sound promising for DoD acquisition, but some might not be applicable; research is ongoing. Advancement should include developing a data analytics strategy across acquisition domains, expanding data governance and data sharing, and continuing to expand and mature data collection, access, and analytic layers. Also, mechanisms are needed to authorize and ensure protected access to data for both the DoD and external analysts. Improved incentives and understanding of data analytics could encourage decision makers to make better use of capabilities" -- Publisher's description.
Book Synopsis Cyber Security in the Age of Artificial Intelligence and Autonomous Weapons by : Mehmet Emin Erendor
Download or read book Cyber Security in the Age of Artificial Intelligence and Autonomous Weapons written by Mehmet Emin Erendor and published by CRC Press. This book was released on 2024-11-19 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although recent advances in technology have made life easier for individuals, societies, and states, they have also led to the emergence of new and different problems in the context of security. In this context, it does not seem possible to analyze the developments in the field of cyber security only with information theft or hacking, especially in the age of artificial intelligence and autonomous weapons. For this reason, the main purpose of this book is to explain the phenomena from a different perspective by addressing artificial intelligence and autonomous weapons, which remain in the background while focusing on cyber security. By addressing these phenomena, the book aims to make the study multidisciplinary and to include authors from different countries and different geographies. The scope and content of the study differs significantly from other books in terms of the issues it addresses and deals with. When we look at the main features of the study, we can say the following: Handles the concept of security within the framework of technological development Includes artificial intelligence and radicalization, which has little place in the literature Evaluates the phenomenon of cyber espionage Provides an approach to future wars Examines the course of wars within the framework of the Clausewitz trilogy Explores ethical elements Addresses legal approaches In this context, the book offers readers a hope as well as a warning about how technology can be used for the public good. Individuals working in government, law enforcement, and technology companies can learn useful lessons from it.
Book Synopsis Assessing the Use of Data Analytics in Department of Defense Acquisition by :
Download or read book Assessing the Use of Data Analytics in Department of Defense Acquisition written by and published by . This book was released on 2019 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research brief addresses congressional concerns about the use of data analysis, measurement, and other evaluation-related methods in U.S. Department of Defense acquisition programs and decisionmaking.
Book Synopsis Benchmarking Data Use and Analytics in Large, Complex Private-sector Organizations by : Jeffrey A. Drezner
Download or read book Benchmarking Data Use and Analytics in Large, Complex Private-sector Organizations written by Jeffrey A. Drezner and published by . This book was released on 2020 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public and private organizations are increasingly aware of the potential value of data and analytics to improving organizational performance and outcomes. The U.S. Department of Defense (DoD) is one of those organizations. Its size, complexity, security needs, and culture have created a challenging environment for successful use of data in decisionmaking. DoD's acquisition data lay an important part of the foundation for decisions about weapon systems. Because the private sector faces similar data challenges, the authors examined commercial data practices that might translate to the DoD acquisition community in the areas of data governance and analytics. Benchmarking select private-sector data governance and analytics practices helps establish a baseline against which DoD practices can be compared. That comparison can be used to identify areas in which DoD could improve and suggests actions or approaches to make those improvements. The authors determined that functions associated with the office of a chief data officer and associated data governance and data management are foundational requirements to pursue an analytics strategy in any organization.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :0309450810 Total Pages :165 pages Book Rating :4.3/5 (94 download)
Book Synopsis Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions by : National Academies of Sciences, Engineering, and Medicine
Download or read book Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-02-06 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Office of the Under Secretary of Defense (Personnel & Readiness), referred to throughout this report as P&R, is responsible for the total force management of all Department of Defense (DoD) components including the recruitment, readiness, and retention of personnel. Its work and policies are supported by a number of organizations both within DoD, including the Defense Manpower Data Center (DMDC), and externally, including the federally funded research and development centers (FFRDCs) that work for DoD. P&R must be able to answer questions for the Secretary of Defense such as how to recruit people with an aptitude for and interest in various specialties and along particular career tracks and how to assess on an ongoing basis service members' career satisfaction and their ability to meet new challenges. P&R must also address larger-scale questions, such as how the current realignment of forces to the Asia-Pacific area and other regions will affect recruitment, readiness, and retention. While DoD makes use of large-scale data and mathematical analysis in intelligence, surveillance, reconnaissance, and elsewhereâ€"exploiting techniques such as complex network analysis, machine learning, streaming social media analysis, and anomaly detectionâ€"these skills and capabilities have not been applied as well to the personnel and readiness enterprise. Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions offers and roadmap and implementation plan for the integration of data analysis in support of decisions within the purview of P&R.
Book Synopsis Congressional Record by : United States. Congress
Download or read book Congressional Record written by United States. Congress and published by . This book was released on 2017 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Defense Acquisition: DoD Should Clarify Requirements for Assessing and Documenting Technical-Data Needs by : Jack E. Edwards
Download or read book Defense Acquisition: DoD Should Clarify Requirements for Assessing and Documenting Technical-Data Needs written by Jack E. Edwards and published by DIANE Publishing. This book was released on 2011-09 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some DoD weapon systems remain in the inventory for decades. Therefore, decisions that program officials make during the acquisition process to acquire or not acquire rights to technical data (TD) can have far-reaching implications for DoD's ability to sustain and competitively procure parts and services for those systems. DoD needs access to TD to control costs, maintain flexibility in acquisition and sustainment, and maintain and operate systems. This report reviews the extent to which: (1) DoD has updated its acquisition and procurement policies; (2) selected acquisition programs adhered to requirements to document TD needs; and (3) DoD took actions to improve TD decisions by program managers. Illus. This is a print on demand report.
Book Synopsis Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science by :
Download or read book Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science written by and published by . This book was released on 2021 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The effective use of data science (the science and technology of extracting value from data) improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, this book assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education" --
Book Synopsis Defense Acquisitions by : Michael J. Sullivan
Download or read book Defense Acquisitions written by Michael J. Sullivan and published by DIANE Publishing. This book was released on 2010-11 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: This review includes the feasibility and advisability of: (1) estab. a process in which the commanders of combatant commands provide input on the capabilities needed to accomplish their missions over 15 years or more; (2) estab. a materiel solutions process for addressing identified gaps in critical warfighting capabilities; (3) revising the acquisition process by estab. shorter, more frequent acquisition program milestones; (4) requiring the milestone decision authority to specify the period of time that will be required to deliver an initial operational capability; (5) estab. a new office to provide independent cost and performance est.; (6) requiring certifications of program status; and (7) modifying the role played by the Chiefs of Staff of the Armed Forces. Illus.
Book Synopsis Achieving Effective Acquisition of Information Technology in the Department of Defense by : National Research Council
Download or read book Achieving Effective Acquisition of Information Technology in the Department of Defense written by National Research Council and published by National Academies Press. This book was released on 2010-06-01 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the military, information technology (IT) has enabled profound advances in weapons systems and the management and operation of the defense enterprise. A significant portion of the Department of Defense (DOD) budget is spent on capabilities acquired as commercial IT commodities, developmental IT systems that support a broad range of warfighting and functional applications, and IT components embedded in weapons systems. The ability of the DOD and its industrial partners to harness and apply IT for warfighting, command and control and communications, logistics, and transportation has contributed enormously to fielding the world's best defense force. However, despite the DOD's decades of success in leveraging IT across the defense enterprise, the acquisition of IT systems continues to be burdened with serious problems. To address these issues, the National Research Council assembled a group of IT systems acquisition and T&E experts, commercial software developers, software engineers, computer scientists and other academic researchers. The group evaluated applicable legislative requirements, examined the processes and capabilities of the commercial IT sector, analyzed DOD's concepts for systems engineering and testing in virtual environments, and examined the DOD acquisition environment. The present volume summarizes this analysis and also includes recommendations on how to improve the acquisition, systems engineering, and T&E processes to achieve the DOD's network-centric goals.
Book Synopsis Defense Acquisition Workforce by : John K. Needham
Download or read book Defense Acquisition Workforce written by John K. Needham and published by DIANE Publishing. This book was released on 2011-04 with total page 47 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pres. has announced his intention to improve the acquisition process, particularly given the half a trillion dollars the fed. gov¿t. spent in FY 2009 on acquiring goods and services. The DoD spent $384 billion in FY 2009 on goods and services -- double what it spent in 2001. A high-quality workforce with the right competencies and skill sets will be critical to improving DoD acquisitions. This report determined the efficacy of DoD¿s certification training for its acquisition workforce. It assessed: (1) DoD¿s capability to provide certification training; (2) the extent that such training reaches members of the workforce; and (3) the extent that previous training recommendations have been implemented. Charts and tables. A print on demand publication.
Book Synopsis Leveraging Big Data Analytics to Improve Military Recruiting by : Nelson Lim
Download or read book Leveraging Big Data Analytics to Improve Military Recruiting written by Nelson Lim and published by . This book was released on 2019-11-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors identified current, desired, and prospective data-enabled practices that the U.S. Department of Defense and the services might be able to deploy in their outreach and recruiting processes.
Book Synopsis Defense Acquisitions: Managing Risk to Achieve Better Outcomes by : Paul Francis
Download or read book Defense Acquisitions: Managing Risk to Achieve Better Outcomes written by Paul Francis and published by DIANE Publishing. This book was released on 2011 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a print on demand edition of a hard to find publication. In FY 2009, DoD spent nearly $384 billion on contracts. This investment, representing over 70% of total gov¿t. contract spending, highlights the great need to better manage risk in acquisitions. But DoD has not always managed risks effectively: major systems continue to take longer to develop, cost more, and deliver fewer quantities and capabilities than originally planned. In addition, poorly managed growth in services spending has contributed to disappointing program outcomes. This testimony focuses on: (1) planning of DoD's acquisitions; (2) contract types and the award process, incl. bid protests; (3) outcomes of major acquisition programs; and (4) acquisition and contractor workforce mgmt. It also highlights relevant reforms in each area.
Book Synopsis Department of Defense by : United States. Government Accountability Office
Download or read book Department of Defense written by United States. Government Accountability Office and published by . This book was released on 2009 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since 2001, the Department of Defense's (DOD) spending on goods and services has more than doubled to $388 billion in 2008, while the number of civilian and military acquisition personnel has remained relatively stable. To augment its in-house workforce, DOD relies heavily on contractor personnel. If it does not maintain an adequate workforce, DOD places its billion-dollar acquisitions at an increased risk of poor outcomes and vulnerability to fraud, waste, and abuse. GAO was asked to (1) assess DOD's ability to determine whether it has a sufficient acquisition workforce, (2) assess DOD initiatives to improve the management and oversight of its acquisition workforce, and (3) discuss practices of leading organizations that could provide insights for DOD's acquisition workforce oversight. To do this, GAO analyzed key DOD studies, obtained data from 66 major weapon system program offices across DOD, and interviewed officials from 4 program offices. GAO also met with representatives from six companies recognized as leaders in workforce management. GAO is making recommendations aimed at improving DOD's management and oversight of its acquisition workforce, including the collection of data on contractor personnel.
Book Synopsis Defense Acquisitions by : United States. General Accounting Office
Download or read book Defense Acquisitions written by United States. General Accounting Office and published by . This book was released on 2004 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Defense acquisition : improved program outcomes are possible by :
Download or read book Defense acquisition : improved program outcomes are possible written by and published by DIANE Publishing. This book was released on 1998 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are pleased to be here today to discuss issues facing the Department of Defense (DOD) in its acquisition of weapon systems, related spare parts, and other goods and services. In response to the many changes that have been witnessed in the defense acquisition environment over the last few years, DOD has begun broad-based changes to its acquisition and contracting processes. However, weapon programs continue to have questionable requirements; unrealistic cost, schedule, and performance estimates; and strategies that begin production before adequate testing has been completed. This discussion of acquisition issues is well-timed, as DOD implements plans to increase its procurement budget to $60 billion in fiscal year 2001-a 40-percent increase over last fiscal year's budget. My testimony focuses on a different approach to improving weapon acquisition outcomes based on best commercial practices and an understanding of the acquisition culture. My testimony also includes some observations on (1) DOD'S management of its acquisition workforce and organization, (2) DOD'S experience with commercial pricing of spare parts, (3) the effectiveness of DOD'S mentor-protege pilot program, and (4) federal agencies' use of multiple award task- and delivery-order contracts.
