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 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…
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.
I’m an OB/GYN, passionate about adventuring beyond what’s expected. This has led me to pivot multiple times in my career, now focusing on writing. I’ve written a play, The Post-Roe Monologues, to elevate women’s stories. I cherish the curiosity that drives outer and inner exploration, and I love memoirs that skillfully weave the two. The books on this list feature extraordinary women who took risks, left comfort and safety, and battled vulnerability to step into the unknown. These authors moved beyond the stories they’d believed about themselves–or that others told about them. They invite you to think about living fuller and bigger lives.
Tap Dancing on Everest, part coming-of-age memoir, part true-survival adventure story, is about a young medical student, the daughter of a Holocaust survivor raised in N.Y.C., who battles self-doubt to serve as the doctor—and only woman—on a remote Everest climb in Tibet.
The team attempts a new route up the East Face without the use of supplemental oxygen, Sherpa support, or chance for rescue. When three climbers disappear during their summit attempt, Zieman reaches the knife edge of her limits and digs deeply to fight for the climbers’ lives and to find her voice.
The plan was outrageous: A small team of four climbers would attempt a new route on the East Face of Mt. Everest, considered the most remote and dangerous side of the mountain, which had only been successfully climbed once before. Unlike the first large team, Mimi Zieman and her team would climb without using supplemental oxygen or porter support. While the unpredictable weather and high altitude of 29,035 feet make climbing Everest perilous in any condition, attempting a new route, with no idea of what obstacles lay ahead, was especially audacious. Team members were expected to push themselves to their…
