Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide. THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains: * a complete hypertext version of the full printed book. * the source code and URLs for all cited implementations. * over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.

    You can think of this problem as a variant of the well known "telephone game", where some trivial rumor is repeated from one person to the next until it has become distorted beyond recognition and blown up out of all proportion.Unfortunately, the objects of this telephone game are generally considered cornerstone truths of the discipline, to the point that their acceptance now seems to hinder further progress.In this short ebook, we will take a look at some of those "ground truths": the claimed 10x variation in productivity between developers; the "software crisis"; the cost-of-change curve; the "cone of uncertainty"; and more. We'll hone our scholarship skills by looking up the original source for these ideas and taking a deep dive in the history of their development. We'll assess the real weight of the evidence behind these ideas.And we'll confront the scary prospect of moving the state of the art forward in a discipline that has had the ground kicked from under it.

    The author's take on the essence of Java as a new programming language and the thorough introduction to Java's features make this a worthwhile tutorial. Thinking in Java begins a little esoterically, with the author's reflections on why Java is new and better. (This book's choice of font for chapter headings is remarkably hard on the eyes.) The author outlines his thoughts on why Java will make you a better programmer, without all the complexity. The book is better when he presents actual language features. There's a tutorial to basic Java types, keywords, and operators. The guide includes extensive source code that is sometimes daunting (as with the author's sample code for all the Java operators in one listing.) As such, this text will be most useful for the experienced developer. The text then moves on to class design issues, when to use inheritance and composition, and related topics of information hiding and polymorphism. (The treatment of inner classes and scoping will likely seem a bit overdone for most readers.) The chapter on Java collection classes for both Java Developer's Kit (JDK) 1.1 and the new classes, such as sets, lists, and maps, are much better. There's material in this chapter that you are unlikely to find anywhere else. Chapters on exception handling and programming with type information are also worthwhile, as are the chapters on the new Swing interface classes and network programming. Although it adopts somewhat of a mixed-bag approach, Thinking in Java contains some excellent material for the object-oriented developer who wants to see what all the fuss is about with Java.

    Written from a computer science perspective by three leading experts in the field, it gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Although originally designed as the primary text for a graduate or advanced undergraduate course in information retrieval, the book will also create a buzz for researchers and professionals alike.

    This book describes BEAM✲, an agile approach to dimensional modeling, for improving communication between data warehouse designers, BI stakeholders and the whole DW/BI development team. BEAM✲ provides tools and techniques that will encourage DW/BI designers and developers to move away from their keyboards and entity relationship based tools and model interactively with their colleagues. The result is everyone thinks dimensionally from the outset! Developers understand how to efficiently implement dimensional modeling solutions. Business stakeholders feel ownership of the data warehouse they have created, and can already imagine how they will use it to answer their business questions. Within this book, you will learn: ✲ Agile dimensional modeling using Business Event Analysis & Modeling (BEAM✲) ✲ Modelstorming: data modeling that is quicker, more inclusive, more productive, and frankly more fun! ✲ Telling dimensional data stories using the 7Ws (who, what, when, where, how many, why and how) ✲ Modeling by example not abstraction; using data story themes, not crow's feet, to describe detail ✲ Storyboarding the data warehouse to discover conformed dimensions and plan iterative development ✲ Visual modeling: sketching timelines, charts and grids to model complex process measurement - simply ✲ Agile design documentation: enhancing star schemas with BEAM✲ dimensional shorthand notation ✲ Solving difficult DW/BI performance and usability problems with proven dimensional design patterns Lawrence Corr is a data warehouse designer and educator. As Principal of DecisionOne Consulting, he helps clients to review and simplify their data warehouse designs, and advises vendors on visual data modeling techniques. He regularly teaches agile dimensional modeling courses worldwide and has taught dimensional DW/BI skills to thousands of students. Jim Stagnitto is a data warehouse and master data management architect specializing in the healthcare, financial services, and information service industries. He is the founder of the data warehousing and data mining consulting firm Llumino.

    In High Output Management, Andrew S. Grove, former chairman and CEO (and employee number three) of Intel, shares his perspective on how to build and run a company. Born of Grove’s experiences at one of America’s leading technology companies, this legendary management book is a Silicon Valley staple, equally appropriate for sales managers, accountants, consultants, and teachers, as well as CEOs and startup founders. Grove covers techniques for creating highly productive teams, demonstrating methods of motivation that lead to peak performance—throughout, High Output Management is a practical handbook for navigating real-life business scenarios and a powerful management manifesto with the ability to revolutionize the way we work.

    She stared at a long list of logistics--from hiring to firing, from meeting to messaging, from planning to pitching--and faced a thousand questions and uncertainties. How was she supposed to spin teamwork into value? How could she be a good steward of her reports' careers? What was the secret to leading with confidence in new and unexpected situations?Now, having managed dozens of teams spanning tens to hundreds of people, Julie knows the most important lesson of all: great managers are made, not born. If you care enough to be reading this, then you care enough to be a great manager.The Making of a Manager is a modern field guide packed everyday examples and transformative insights, including:* How to tell a great manager from an average manager (illustrations included) * When you should look past an awkward interview and hire someone anyway * How to build trust with your reports through not being a boss * Where to look when you lose faith and lack the answersWhether you're new to the job, a veteran leader, or looking to be promoted, this is the handbook you need to be the kind of manager you wish you had.

    After splitting a monolithic application or building a microservice ecosystem from scratch, many engineers are left wondering what s next. In this practical book, author Susan Fowler presents a set of microservice standards in depth, drawing from her experience standardizing over a thousand microservices at Uber. You ll learn how to design microservices that are stable, reliable, scalable, fault tolerant, performant, monitored, documented, and prepared for any catastrophe.Explore production-readiness standards, including:Stability and Reliability: develop, deploy, introduce, and deprecate microservices; protect against dependency failuresScalability and Performance: learn essential components for achieving greater microservice efficiencyFault Tolerance and Catastrophe Preparedness: ensure availability by actively pushing microservices to fail in real timeMonitoring: learn how to monitor, log, and display key metrics; establish alerting and on-call proceduresDocumentation and Understanding: mitigate tradeoffs that come with microservice adoption, including organizational sprawl and technical debt"

    This new edition of the best-selling PMP: Project Management Professional Study Guide covers the 2005 updates to both the Project Management Body of Knowledge (PMBOK) and the PMP exam. Author Kim Heldman presents the material in a clear and accessible manner, taking you through the process groups in their logical order so you understand the parts and the whole equally well.KEY TOPICS INCLUDE:Project Initiation. Determining project goals, determining deliverables, determining process outputs, documenting constraints, documenting assumptions, defining strategies, producing formal documentation.Project Planning. Refining a project, creating a WBS, developing a resource management plan, determining resource requirements, defining budgets, refining time and costs estimates, establishing project controls, obtaining plan approval.Project Execution. Committing and implementing resources, managing and communicating progress, implementing quality assurance procedures.Project Control. Measuring performance, refining control links, taking corrective action, evaluating effectiveness of corrective action, ensuring plan compliance, reassessing control plans, responding to risk event triggers, monitor project activity.Project Closing. Obtaining acceptance of deliverables, documenting lessons learned, facilitating closure, preserving product records and tools, releasing resources.Professional Responsibility. Ensuring integrity, contributing to knowledge base, balancing stakeholder interests, respecting differences.

    But being a great ScrumMaster, one who truly embodies the principles of servant-leadership and helps move a team to the high performance levels possible with Scrum, is much harder and much more elusive. In his over ten years of coaching numerous Scrum teams, the highly-respected and experienced Scrum coach Geoff Watts has identified patterns that separate a good ScrumMaster from a great one. In this book, he not only illustrates these patterns through stories of his own experiences and those of the many Scrum teams he has encountered but offers practical guidance for you on your own path to greatness.In this book you will learn:The skills and characteristics of great ScrumMastersHow to generate, maintain and increase engagement from the teamHow to increase the effectiveness of the Scrum meetings, such as retrospectives and daily scrums.How to foster a more creative and collaborative teamHow to increase the performance of the teamHow to know when you are a successful ScrumMaster\Scrum Mastery is for practicing ScrumMasters who want to develop themselves into a great servant-leader capable of taking their teams beyond simple process compliance.Comments on the bookMike Cohn, in his foreword for the book, said:"Most books rehash well-trod territory and I don’t finish them any wiser. I am positive I will be referring back to this book for many years" Roman Pichler, author of Agile Product Management with Scrum: Creating Products That Customers Love said:"I am thoroughly impressed with how comprehensive and well-written the book is. It will be indispensable for many people"Jean Tabaka, Agile Fellow, Rally Software:"Geoff brings us a personal and inspired peak into what truly moves us from good to great: great in how we serve; great in how we lead; great in how we create mastery in our teams and organizations; and, great in how we recognize the impediments to our own growth to greatness. Scrum mastery is a skill that can be honed and Geoff gives us rich tools to sharpen our craft."

    Restructured into six parts, this new edition covers a wide spectrum of software processes from initial requirements solicitation through design and development.

    This book is both an example-driven programmer's guide and a keep-on-your-desk reference, with new chapters that explain everything you need to know to get the most out of JavaScript, including:Scripted HTTP and Ajax XML processing Client-side graphics using the canvas tag Namespaces in JavaScript--essential when writing complex programs Classes, closures, persistence, Flash, and JavaScript embedded in Java applicationsPart I explains the core JavaScript language in detail. If you are new to JavaScript, it will teach you the language. If you are already a JavaScript programmer, Part I will sharpen your skills and deepen your understanding of the language.Part II explains the scripting environment provided by web browsers, with a focus on DOM scripting with unobtrusive JavaScript. The broad and deep coverage of client-side JavaScript is illustrated with many sophisticated examples that demonstrate how to:Generate a table of contents for an HTML document Display DHTML animations Automate form validation Draw dynamic pie charts Make HTML elements draggable Define keyboard shortcuts for web applications Create Ajax-enabled tool tips Use XPath and XSLT on XML documents loaded with Ajax And much morePart III is a complete reference for core JavaScript. It documents every class, object, constructor, method, function, property, and constant defined by JavaScript 1.5 and ECMAScript Version 3.Part IV is a reference for client-side JavaScript, covering legacy web browser APIs, the standard Level 2 DOM API, and emerging standards such as the XMLHttpRequest object and the canvas tag.More than 300,000 JavaScript programmers around the world have made this their indispensable reference book for building JavaScript applications."A must-have reference for expert JavaScript programmers...well-organized and detailed."-- Brendan Eich, creator of JavaScript

    Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    Busy executives expect you to respect and managetheir time more effectively than ever. You need to do thegroundwork to make your message tight and to the point. The averageprofessional receives 304 emails per week and checks theirsmartphones 36 times an hour and 38 hours a week. This inattentionhas spread to every part of life. The average attention span hasshrunk from 12 seconds in 2000 to eight in 2012.So, throw them a lifeline and be brief.Author Joe McCormack tackles the challenges of inattention, interruptions, and impatience that every professional faces. Hisproven B.R.I.E.F. approach, which stands for Background, Relevance, Information, Ending, and Follow up, helps simplify and clarifycomplex communication. BRIEF will help yousummarize lengthy information, tell a short story, harness thepower of infographics and videos, and turn monologue presentationsinto controlled conversations.Details the B.R.I.E.F. approach to distilling your message intoa brief presentationWritten by the founder and CEO of Sheffield Marketing Partners, which specializes in message and narrative development, who is alsoa recognized expert in Narrative Mapping, a technique that helpsclients achieve a clearer and more concise messageLong story short: BRIEF will help you gain themuscle you need to eliminate wasteful words and stand out from therest. Be better. Be brief.

    S. Air Force, Dan Ward explored these questions during tours of duty at military research laboratories, the Air Force Institute of Technology, an intelligence agency, the Pentagon and Afghanistan. The pattern he noticed revealed that the most successful project leaders in both the public and private sectors delivered top-shelf products with a skeleton crew, a shoestring budget, and a cannonball schedule. Excessive investment of time, money or complexity actually reduced innovation. He concluded the secret to innovation is to be fast, inexpensive, simple, and small.FIRE presents an entertaining and practical framework for pursuing rapid, frugal innovation. A story-filled blend of pop culture and engineering insight, FIRE has something for everyone: strategic concepts leaders can use as they cast a vision, actionable principles for managers as they make business decisions, and practical tools for workers as they design, build, assess and test new products. Plus, there's a funny story about buying a dishwasher.