Spanner is Google's scalable, multi-version, globally-distributed, and synchronously-replicated database. It is the first system to distribute data at global scale and support externally-consistent distributed transactions. This paper describes how Spanner is structured, its feature set, the rationale underlying various design decisions, and a novel time API that exposes clock uncertainty. This AP
論文解説 Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation (GNMT) - ディープラーニングブログ
こんにちは Ryobot (りょぼっと) です． Google 翻訳の中身である GNMT (Google's Neural Machine Translation) [Wu, 2016] は良くいえばニューラル機械翻訳の王道を征 (ゆ) く手法であり，悪くいえば既存手法のいいとこ取りである．また，大規模対訳コーパス + モンスター級に巨大なモデル + 大量の GPU が一般化する契機にもなった．2016 年までの NMT を素早く把握するのに最適な教材と言える． WMT'14 の BLEU スコアは英仏: 39.9, 英独: 24.6 で第 5 位 (登場時 1 位) Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation [Yonghui Wu,
Monday, September 1, 2008Google Chrome, Google’s Browser Project Today there was a comic book in my mail, sent by Google and drawn by no less than Scott McCloud, creator of the classic Understanding Comics. Within the 38 pages, which I’ve scanned and put up, in very readable format Google gives the technical details into a project of theirs: an open source browser called Google Chrome. The book po
Debugging Incidents in Google’s Distributed Systems - ACM Queue
June 6, 2020 Volume 18, issue 2 PDF Debugging Incidents in Google's Distributed Systems How experts debug production issues in complex distributed systems Charisma Chan and Beth Cooper Google has published two books about SRE (Site Reliability Engineering) principles, best practices, and practical applications.1,2 In the heat of the moment when handling a production incident, however, a team's act
Google's Master Plan The Master Plan has many paths. Some turn to the dark side of Skynet, and most lead to user happiness… (Text is more readable at full size, or next frame) Done
I Was Google’s Head of International Relations. Here’s Why I Left.
Ross LaJeunesse, Democratic Candidate for U.S. Senate in Maine.When I walked out the door on my last day as Google’s Head of International Relations, I couldn’t help but think of my first day at the company. I had exchanged a wood-paneled office, a suit and tie, and the job of wrestling California’s bureaucracy as Governor Schwarzenegger’s deputy chief of staff for a laptop, jeans, and a promise t
Zero-Shot Translation with Google’s Multilingual Neural Machine Translation System
Posted by Mike Schuster (Google Brain Team), Melvin Johnson (Google Translate) and Nikhil Thorat (Google Brain Team) In the last 10 years, Google Translate has grown from supporting just a few languages to 103, translating over 140 billion words every day. To make this possible, we needed to build and maintain many different systems in order to translate between any two languages, incurring signif
TL;DR; We are changing std::sort in LLVM’s libcxx. That’s a long story of what it took us to get there and all possible consequences, bugs you might encounter with examples from open source. We provide some benchmarks, perspective, why we did this in the first place and what it cost us with exciting ideas from Hyrum’s Law to reinforcement learning. All changes went into open source and thus I can
Google’s look, evolved
Google's 'Don't Be Evil' Mantra Is 'Bullshit,' Adobe Is Lazy: Apple's Steve Jobs (Update 2)
After a big public announcement of the sort Apple had this week for the iPad CEO Steve Jobs often takes time in the day or two afterwards to have a Town Hall at One Infinite Loop, making himself available for questions from employees bold enough to stand up and take one right between the eyes. […] After a big public announcement of the sort Apple had this week for the iPad CEO Steve Jobs often tak
Googleは、Google検索ホームページを含む同社のさまざまなs所有物を対象に、SEO（検索エンジン最適化）を評価した、49ページにわたる詳細な報告書を発表した。調査の結果、いくつかのカテゴリで同社ページの評価が低いことがわかった。 良い面として同社は、この情報に基づいて自社のSEOの改善に取り組む予定であり、また、他社にも役立ててもらうために同社が使用した指標の一部を公開したと述べている。 報告書は、100種類のGoogle製品を対象としている。同社は、ローカライズされた世界各地の同社ページを対象とした、次の調査も計画中である。 調査項目のうち、同社の評価が最も低かった分野の1つは、「検索結果の表示」である。同社の評価は、3つのカテゴリで100点中33点以下で、「タイトルタグの形式と長さ」において最も評価が低かった。これは、大きな青色の検索結果リンクとその下の説明文に表示する情報量の
$200K 1 10th birthday 4 abusive ads 1 abusive notifications 2 accessibility 3 ad blockers 1 ad blocking 2 advanced capabilities 1 android 2 anti abuse 1 anti-deception 1 background periodic sync 1 badging 1 benchmarks 1 beta 83 better ads standards 1 billing 1 birthday 4 blink 2 browser 2 browser interoperability 1 bundles 1 capabilities 6 capable web 1 cds 1 cds18 2 cds2018 1 chrome 35 chrome 81
Androidケータイ，Webブラウザー「Chrome」，ストリート・ビュー…。現在もGoogle社は，次々と業界を驚かせる製品やサービスを投入し続けている。以下は，その背景にある同社の目的や原動力を探った，日経エレクトロニクスの特集記事である。ベンチャー企業から大企業へ脱皮しつつあった当時から2年半あまりが経過した今でも，同社の根本的な姿勢は変わらない。従来のビジョンを着々と現実に変えながら，確固たる足取りで自ら思い描いた未来へ突き進んでいる。（以下の本文は，『日経エレクトロニクス』，2006年2月13日号，pp.83-87から転載しました。内容は執筆時の情報に基づいており，現在では異なる場合があります） （写真：林幸一郎） 2006年1月3日，米国である特許が成立した。タイトルは「BASEBAND DIRECT SEQUENCE SPREAD SPECTRUM TRANSCEIVER」
Build Get to market quickly and securely with products that can scale globally
The latest news from Google on open source releases, major projects, events, and student outreach programs. Go started in September 2007 when Robert Griesemer, Ken Thompson, and I began discussing a new language to address the engineering challenges we and our colleagues at Google were facing in our daily work. The software we were writing was typically a networked server—a single program interact
Google Doodles - Google’s Search Logo Changes for Every Occasion
Explore interactive Doodles Fun awaits! Unlock interactive worlds built around sports, animals, heroes from around the world, and so much more! Discover video Doodles Dive into our video archive to discover immersive stories about musicians, food, science, and other interesting topics!
Google's Colossus Makes Search Real-time by Dumping MapReduce - High Scalability -
As the Kings of scaling, when Google changes its search infrastructure over to do something completely different, it's news. In Google search index splits with MapReduce, an exclusive interview by Cade Metz with Eisar Lipkovitz, a senior director of engineering at Google, we learn a bit more of the secret scaling sauce behind Google Instant, Google's new faster, real-time search system. The challe
GitHub - googleapis/google-api-nodejs-client: Google's officially supported Node.js client library for accessing Google APIs. Support for authorization and authentication with OAuth 2.0, API Keys and JWT (Service Tokens) is included.
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Put your coding skills to the test as you work your way through multiple rounds of algorithmic coding puzzles for the title of Code Jam Champ and 15,000 USD.
Peeking into the neural network architecture used for Google's Neural Machine Translation
Peeking into the neural network architecture used for Google's Neural Machine Translation November 17, 2016 The Google Neural Machine Translation paper (GNMT) describes an interesting approach towards deep learning in production. The paper and architecture are non-standard, in many cases deviating far from what you might expect from an architecture you'd find in an academic paper. Emphasis is plac
How to Use Google's Productivity Tools to Maximize Your Time
Until someone puts more hours in the day or days in the week, many of us are stuck with a 40-hour work week. Tackling everything that needs to be done can be quite a struggle. To find the best way to manage your time as well as your productivity, look no further than the tools from Google. While we've based our tips on Google's tools, you can adapt many of the ideas to other productivity tools as
By Ilya Grigorik on June 13, 2009 Benchmarking, profiling and debugging are all areas where better tool support could really benefit the Ruby community. Built in benchmark library and extensions such as ruby-prof provide us with a minimal level of introspection to help identify the common bottlenecks, but they still fall short of the available tools for the JVM, or other dynamic runtimes. If you'r
Posted by Jeff Dean, Senior Fellow and Google AI Lead, on behalf of the entire Google Research Community 2018 was an exciting year for Google's research teams, with our work advancing technology in many ways, including fundamental computer science research results and publications, the application of our research to emerging areas new to Google (such as healthcare and robotics), open source softwa
A peek behind Colossus, Google’s file system | Google Cloud Blog
Colossus under the hood: a peek into Google’s scalable storage system You trust Google Cloud with your critical data, but did you know that Google also relies on the same underlying storage infrastructure for its other businesses as well? That’s right, the same storage system that powers Google Cloud also underpins Google’s most popular products, supporting globally available services like YouTube
An AngularJS Style Guide for Closure Users at Google This is the external version of a document that was primarily written for Google engineers. It describes a recommended style for AngularJS apps that use Closure, as used internally at Google. Members of the broader AngularJS community should feel free to apply (or not apply) these recommendations, as relevant to their own use cases. This documen
What webmasters should know about Google’s core updates
accessibility 10 advanced 195 AMP 13 Android 2 API 7 apps 7 autocomplete 2 beginner 173 CAPTCHA 1 Chrome 2 cms 1 crawling and indexing 158 encryption 3 events 51 feedback and communication 83 forums 5 general tips 90 geotargeting 1 Google Assistant 3 Google I/O 3 Google Images 3 Google News 2 hacked sites 12 hangout 2 hreflang 3 https 5 images 12 intermediate 205 interstitials 1 javascript 8 job s
Google's Women Techmakers Program - Google for Developers
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In recent years, Google has published three particularly interesting papers on the infrastructure that underpins its massive web operation -- and the Google infrastructure is often a bellwether for the future of web software. The most intriguing paper is the one that describes a tool called Dremel. Mike Olson is one of the main brains behind the Hadoop movement. But even he looks toward the new br
Google's driverless car
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GitHub - google/eng-practices: Google's Engineering Practices documentation
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Paul Hammant's Blog: Google's vs Facebook's Trunk-Based Development Update: See the new resource site for Trunk-Based Development called, err, TrunkBasedDevelopment.com and make sure to tell your colleagues about it and this high-throughput branching model. I’ve been pushing this branching model for something like 14 years now. It’s nice to see Facebook say a little more about their Trunk-Based De
GitHub - google/or-tools: Google's Operations Research tools:
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Rust fact vs. fiction: 5 Insights from Google's Rust journey in 2022
The latest news from Google on open source releases, major projects, events, and student outreach programs. Reaching version 1.0 in just 2015, Rust is a relatively new language with a lot to offer. Developers eyeing the performance and safety guarantees that Rust provides, have to wonder if it's possible to just use Rust in place of what they've been using previously. What would happen if large co
Today’s Doodle celebrates Google’s 25th year. And while here at Google we’re oriented towards the future, birthdays can also be a time to reflect. Let’s take a walk down memory lane to learn how we were born 25 years ago... By fate or luck, doctoral students Sergey Brin and Larry Page met in Stanford University’s computer science program in the late ‘90s. They quickly learned they shared a simila
Google's Greene Hastens Cloud Expansion to Catch Amazon
Connecting decision makers to a dynamic network of information, people and ideas, Bloomberg quickly and accurately delivers business and financial information, news and insight around the world
Google’s Fuchsia and Area 120 see significant cuts in layoffs
Google Fuchsia Area 120 Google’s Fuchsia and Area 120 see significant cuts in layoffs Among the many divisions impacted by Google’s widespread layoffs, the Fuchsia operating system and Area 120 incubator teams have been cut back significantly. On Friday morning, Google initiated significant layoffs, set to displace 12,000 employees from the company. The full impact of the move is still actively un
F1 - The Fault-Tolerant Distributed RDBMS Supporting Google's Ad Business
Philosophy We strive to create an environment conducive to many different types of research across many different time scales and levels of risk. Learn more about our Philosophy Learn more
Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat melvinp,schuster,qvl,krikun,yonghui,zhifengc,nsthorat@google.com Fernanda Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean Abstract We propose a simple, elegant solution to use a single Neural Ma
Google's Year in Search
Explore the searches that shaped 2019, from Google Trends. #yearinsearch
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Spanner: Google's Globally-Distributed Database
Google Chrome, Google's Browser Project
Google's Master Plan on Flickr - Photo Sharing!
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グーグル、「Google's SEO Report Card」を公開--自社製品のSEOを評価
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あなたの知らないGoogle（第1回） GOOGLE’S MASTER PLAN
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Spanner: Google’s Globally-Distributed Database
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Google's 25th Birthday! Doodle - Google Doodles
[PDF]Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation