作者別: Hajime Morrita

Airbnb が使っている検索アルゴリズムの一つについて森田が話します。感想などはハッシュタグ #misreading か hello@misreading.chat にお寄せください。

• KDD 2018 | Real-time Personalization using Embeddings for Search Ranking at Airbnb
• [1810.09591] Applying Deep Learning To Airbnb Search

収録の都合でノイズが多くなってしまいましたがご容赦ください。

ML を使った検索技術 Learning To Rank に森田が入門します。感想などはハッシュタグ #misreading か hello@misreading.chat にお寄せください。

• An Introduction to Neural Information Retrieval – Microsoft Research
• Manning | Deep Learning for Search
• Introduction to Information Retrieval: Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze
• Learning to Rank using Gradient Descent – Microsoft Research
  • RankNet: A ranking retrospective – Microsoft Research
• Learning to Rank using Gradient Descent – Microsoft Research
• [1812.00073] TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank
  • tensorflow/ranking: Learning to Rank in TensorFlow
• Learning To Rank | Apache Solr Reference Guide 6.6
  • How Bloomberg Integrated Learning-to-Rank into Apache Solr | Tech At Bloomberg
• We’re Bringing Learning to Rank to Elasticsearch

Follow up

• Kazuyoshi Kato on Twitter: “”We’re using Rust in production in several places, including high-performance metrics capture and communication protocols like CoAP.” https://t.co/orkA3R4AF5 というわけで、Firecracker に限らず AWS で Rust 使われているらしいですよ。 #misreading”

AWS Lambda の新しい Hypervisor である Firecracker について森田が話します。

• Firecracker
• firecracker-microvm/firecracker: Secure and fast microVMs for serverless computing.
• Chromium OS Docs – Running Custom Containers Under Chrome OS
• chromiumos/platform/crosvm – Git at Google
• Virtual I/O Device (VIRTIO) Version 1.0
• google/gvisor: Container Runtime Sandbox

Follow up

• Google AI Blog: Learning to Predict Depth on the Pixel 3 Phones
• MIPS Goes Open Source | EE Times
• Per Buer on Twitter: “Listening to a Japanese podcast discussing unikernels. I have no idea what they are saying but I find listening to the language soothing. From time to time they throw in an English word (“hypervisor”) and I light up.”

KVM など Linux の仮想化技術について森田が話します。感想などはハッシュタグ #misreading か hello@misreading.chat にお寄せください。

• Virtual Machines: Versatile Platforms for Systems and Processes (The Morgan Kaufmann Series in Computer Architecture and Design): Jim Smith, Ravi Nair: 9781558609105: Amazon.com: Books
• QEMU, a Fast and Portable Dynamic Translator
  • Tiny Code Generator
  • TCC : Tiny C Compiler
• Xen and the Art of Virtualization
• x86 virtualization – Wikipedia
• Intel® 64 and IA-32 Architectures Software Developer’s Manual Volume 3C: System Programming Guide, Part 3
• kvm: the Linux Virtual Machine Monitor
• Ten years of KVM [LWN.net]
• Using the KVM API [LWN.net]
• kernel/git/will/kvmtool.git – Stand-alone kvmtool
• Hypervisor | Apple Developer Documentation
• AWS re:Invent 2017: C5 Instances and the Evolution of Amazon EC2 Virtualization (CMP332) – YouTube
• intel/haxm: Intel® Hardware Accelerated Execution Manager (Intel® HAXM)
• virtio: Towards a De-Facto Standard For Virtual I/O Devices
• redox-os / redox · GitLab
• MonaOS – Free Operating System
• KVM/ARM: The Design and Implementation of the Linux ARM Hypervisor

Addendum

• Xen の Linux カーネルへの変更は10年くらい前に大体おわっているようです。(参考)

最近でもなく読んだ本などについて向井と森田が話します。感想などはハッシュタグ #misreading か hello@misreading.chat にお寄せください。

Follow up

• California Hasn’t Seen Fires Like This: Pictures of a State in Flames – The New York Times
• subword vocabulary of chromium class names
  • subwords of chromium class names
• The Commons: The Past Is 100% Part of Our Future | Flickr Blog
• 15-463, 15-663, 15-862 Computational Photography, Fall 2018
• SynthCam
• Extreme imaging using cell phones (PDF)
• ゼロから作るRAW現像 – まとめページ – Moiz’s journal

Mukai’s Reading List

• 形態素解析の理論と実装 (実践・自然言語処理シリーズ)
• SRE サイトリライアビリティエンジニアリング ―Googleの信頼性を支えるエンジニアリングチーム
• The Little Typer | The MIT Press

Morrita’s Reading List

• A Tour of C++ (2nd Edition) (C++ In-Depth Series)
• Computer Vision: Algorithms and Applications (Texts in Computer Science)
  • Computer Vision: Algorithms and Applications – PDF 版がダウンロード可能
• The Manager’s Path: A Guide for Tech Leaders Navigating Growth and Change

Microsoft Azure の Microservices 基盤 Service Fabric について森田が話します。感想などはハッシュタグ #misreading か hello@misreading.chat にお寄せくだ

• Service Fabric: A Distributed Platform for Building Microservices in the Cloud
• Microsoft/service-fabric: Service Fabric is a distributed systems platform for packaging, deploying, and managing stateless and stateful distributed applications and containers at large scale.
• Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications
• Azure Service Fabric—Building Microservices | Microsoft Azure
• Programming Microsoft Azure Service Fabric (2nd Edition) (Developer Reference): Haishi Bai: 9781509307098: Amazon.com: Books
• Episode 241 – Service Fabric & Service Fabric Mesh

 

 

スマホカメラについてくる Portrait Mode のアルゴリズムについて森田が話します。感想などはハッシュタグ #misreading か hello@misreading.chat にお寄せください。

• [1806.04171] Synthetic Depth-of-Field with a Single-Camera Mobile Phone