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Overview
Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing by Tyler Akidau, Slava Chernyak, Reuven Lax Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way. Expanded from Tyler Akidau’s popular blog posts “Streaming 101” and “Streaming 102”, this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You’ll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax. You’ll explore: How streaming and batch data processing patterns compare The core principles and concepts behind robust out-of-order data processing How watermarks track progress and completeness in infinite datasets How exactly-once data processing techniques ensure correctness How the concepts of streams and tables form the foundations of both batch and streaming data processing The practical motivations behind a powerful persistent state mechanism, driven by a real-world example How time-varying relations provide a link between stream processing and the world of SQL and relational algebra
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Living alone at the remote Lost Horse Cabin — beyond the Service Road Only sign, beyond the Locked Gate Ahead sign, beyond the Do Not Enter sign, up the long, winding dirt road flanked by Joshua trees, Mojave yuccas, fields of desert dandelions, occasional stands of purple lupine, blooming cacti, and other desert wildflowers — I spent two weeks as Artist-in-Residence at Joshua Tree National Park in California. This book is the project that resulted from my residency. Songs of Joshua Tree is a work of literary art — using oral history, documented artifacts, and my experience living in the region for several weeks — exploring music over the course of history in the area that now comprises Joshua Tree National Park and its surrounds. During my tenure at the park, I met with descendants of pioneer families and musicians from the three primary Native American tribes that had inhabited the park; I explored the park seeking places and artifacts of musical significance; and I attended local music events. I kept a daily travel journal. Each night I fell asleep to the sound of the wind howling through the park, and awoke in the morning to the who-who, knock-knock-knock of the great horned owl and ladder-backed woodpecker in my yard, which served to underscore that in addition to the music people sang, played, and wrote here, the desert makes its own music. Because there was no Internet connectivity or cell phone reception at the cabin, the lack of digital distractions opened all senses to the desert environment. I felt a heightened awareness of the sounds around me.Here, every sound stands on its own. With no minuscule microphones, and no recording equipment, I recorded the sounds of the desert — both of human musicians and of the landscape itself — in the only way I know: with my words.This book is meant to be neither an exhaustive inventory of every music event nor every song written in the area. It paints the landscape of music that touched and shaped the lives of people here. Each culture brought its own contribution to the history of the park, including music history. Sometimes these groups or individuals influenced each other, but there is not a holistic arc of music progression seen over the course of time; there are pockets of "aha" moments when something in a later era evokes something earlier in history, and there are specific instances of one group borrowing music traditions from another. To a large degree, the progression mirrored what happened musically everywhere in this country, but the specific landscape and events of this desert park contributed a unique slant and mysticism that can only be understood by looking at the physical features of the desert and its oases, and the historic events that took place here.
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A Pillar of Fire by Night by Tom Kratman Book #7 in the popular Carrera military science fiction series.
Carrera's held off his enemies coming by sea from the north, in the process dealing the naval and amphibious forces of the Zhong Empire a stinging defeat. The Zhong won't soon forget the blood-stained waters and the heaped up bodies on the shores of Balboa's Isla Real.
Now, though, his adopted country of Balboa is under assault from the east, from the south, from the west, from the air, and from space. The Zhong, smarting from the butchery around the island, have bounced back and forced a lodgment east of the capital. Their lodgment is still a-building but when it is done Carrera can expect several hundred thousand brave and determined Zhong to show up on his barely defended flank.
The Taurans, remembering their military roots, have assaulted Balboa from the south, taking half the area of, and cutting, the Transitway that joins Terra Nova's Mar Fusioso and her Shimmering Sea. In the process, they've cut off and besieged the second city of the country, Cristobal, trapping inside the city Carrera's Fourth Corps, and overrunning and capturing a large portion of Carrera's artillery train.
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Meanwhile another Tauran Expeditionary force secures Balboa's eastern neighbor, Santa Josefina, as a base against them.
In space, the United Earth Peace Fleet, under the Command of High Admiral Marguerite Wallenstein, keeps as low a profile as possible, all the time spying and feeding intelligence to both Zhong and Tauran.
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