Dr. Jeremy Kepner is head and founder of the MIT Lincoln Laboratory Supercomputing Center (LLSC), and also a Founder of the MIT-Air Force AI Accelerator. Lincoln Laboratory is a 4000-person National Laboratory whose mission is to create defensive technologies to protect our Nation and the freedoms enshrined in the Constitution of the United States. Dr. Kepner is one of five Lincoln Laboratory Fellows, a position that "recognizes the Laboratory's strongest technical talent for outstanding contributions to Laboratory programs over many years." Dr. Kepner is recognized as one of nine MIT Fellows of the Society of Industrial Applied Mathematics (SIAM), for "contributions to interactive parallel computing, matrix-based graph algorithms, green supercomputing, and big data."
I wrote...
Mathematics of Big Data: Spreadsheets, Databases, Matrices, and Graphs
Today, the volume, velocity, and variety of data are increasing rapidly across a range of fields, including Internet search, healthcare, finance, social media, wireless devices, and cybersecurity. Indeed, these data are growing at a rate beyond our capacity to analyze them. The tools—including spreadsheets, databases, matrices, and graphs—developed to address this challenge all reflect the need to store and operate on data as whole sets rather than as individual elements. This book presents the common mathematical foundations of these data sets that apply across many applications and technologies. Associative arrays unify and simplify data, allowing readers to look past the differences among the various tools and leverage their mathematical similarities in order to solve the hardest big data challenges.
What do pandemics, climate change, extreme weather, financial crises, wealth inequality, and social media all have in common? They are all well described by heavy-tail statistics, which you may have never heard about and were almost certainly never taught in your introductory statistics class. The Fundamentals of Heavy Tails is the first text that attempts to close this gap in undergraduate STEM education. This well-written text is a wonderful blend of intuition and rigorous results. The reader will be pleasantly surprised to learn that heavy-tail distributions are neither rare nor mysterious and are a natural result of multiplicative random processes.
Heavy tails -extreme events or values more common than expected -emerge everywhere: the economy, natural events, and social and information networks are just a few examples. Yet after decades of progress, they are still treated as mysterious, surprising, and even controversial, primarily because the necessary mathematical models and statistical methods are not widely known. This book, for the first time, provides a rigorous introduction to heavy-tailed distributions accessible to anyone who knows elementary probability. It tackles and tames the zoo of terminology for models and properties, demystifying topics such as the generalized central limit theorem and regular variation. It tracks…
With over one million copies sold this may be the most popular computer science book in the world. This bedrock of computer science education is both a definitive textbook and reference book and is a must-have for anyone in the field of computer science. This latest edition is significantly updated and includes color throughout the text.
Unix/Linux has emerged as the most common operating system in the world. Found on almost every server, smartphone, and network-enabled device, Unix plays a critical role in all aspects of computing. Unix for the Beginning Mage is a fun introduction to Unix for the novice who may be intimidated by other texts.
A British term of endearment for a person engaged in scientific or technical research, Boffins have played a critical role in the development of our modern society. This book is the autobiography of the first Boffin who was essential in developing the radar system that won the Battle of Britain. Although nearly a century has passed, the “can-do” technical spirit of Boffins, Geeks, Nerds, and Hackers remains at the core of modern innovation.
An account of the history of radar, which traces its evolution and vital military role, particularly with regard to Britain's aerial victories in World War II.
Perhaps an inspiration for Batman’s Bruce Wayne and Wayne Manner, Alfred Loomis’ Tuxedo Park mansion in a New York suburb was a hive of scientific innovation in the early days of radio. Inventor of EEG and ultrasound, Alfred Loomis would play a critical role in establishing the United States’ largest research laboratories: MIT Rad Lab (later Lincoln Lab), Los Alamos National Lab, and more which have conducted pioneering scientific innovation for generations. This biography by one of Loomis’ kin provides a unique insight into the development of modern “Big Science” in the United States.
In the fall of 1940, as German bombers flew over London and with America not yet at war, a small team of British scientists on orders from Winston Churchill carried out a daring transatlantic mission. The British unveiled their most valuable military secret in a clandestine meeting with American nuclear physicists at the Tuxedo Park mansion of a mysterious Wall Street tycoon, Alfred Lee Loomis. Powerful, handsome, and enormously wealthy, Loomis had for years led a double life, spending his days brokering huge deals and his weekends working with the world's leading scientists in his deluxe private laboratory that was…
Benghazi: A New History is a look back at the enigmatic 2012 attack on the US mission in Benghazi, Libya, its long-tail causes, and devastating (and largely unexamined) consequences for US domestic politics and foreign policy. It contains information not found elsewhere, and is backed up by 40 pages of citations and interviews with more than 250 key protagonists, experts, and witnesses.
So far, the book is the main -- and only -- antidote to a slew of early partisan “Benghazi” polemics, and the first to put the attack in its longer term historical, political, and social context. If you want to understand some of the events that have shaped present-day America, from political polarization and the election of Donald Trump, to January 6, the US withdrawal from Afghanistan, Russian expansionism, and the current Israel-Hamas war, I argue, you need to understand some of the twists and turns of America's most infamous "non-scandal, scandal.”
I was in Benghazi well before, during, and after the attack as a US diplomat and co-director of a medical NGO. I have written three books, and have been a contributor to The NYT, Foreign Affairs, Forbes, Salon, The Financial Times, Newsweek, and others.
On September 11, 2012, Al Qaeda proxies attacked and set fire to the US mission in Benghazi, Libya, killing a US Ambassador and three other Americans. The attack launched one of the longest and most consequential 'scandals' in US history, only to disappear from public view once its political value was spent.
Written in a highly engaging narrative style by one of a few Western experts on Libya, and decidely non-partisan, Benghazi!: A New History is the first to provide the full context for an event that divided, incited, and baffled most of America for more than three years, while silently reshaping…
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