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
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 tracksâŠ
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.
What happens to aid projects after the money is spent? Or the people and communities once the media spotlight has left?
No Dancing, No Dancing follows the return journey of a former aid worker back to the site of three major humanitarian crisesâSouth Sudan, Iraq and East Timorâin search ofâŠ
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 âcan-doâ 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.
In This Together explores how we can harness our social networks to make a real impact fighting the climate crisis. Against notions of the lone environmental crusader, Marianne E. Krasny shows us the power of "network climate action"âthe idea that our own ordinary acts can influence and inspire those closeâŠ
Perhaps an inspiration for Batmanâs Bruce Wayne and Wayne Manner, Alfred Loomisâ 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 Statesâ 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 Loomisâ kin provides a unique insight into the development of modern âBig Scienceâ 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 wasâŠ
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 toolsâincluding spreadsheets, databases, matrices, and graphsâdeveloped 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.
A memoir of homecoming by bicycle and how opening our hearts to others enables us to open our hearts to ourselves.
When the 2008 recession hit, 33-year-old Heidi Beierle was single, underemployed, and looking for a way out of her darkness. She returned to school, but her gloom deepened. AllâŠ
Noam Chomsky has been praised by the likes of Bono and Hugo ChĂĄvez and attacked by the likes of Tom Wolfe and Alan Dershowitz. Groundbreaking linguist and outspoken political dissenterâvoted âmost important public intellectual in the world todayâ in a 2005 magazine pollâChomsky inspires fanatical devotion and fierce vituperation.
