[Links of the Day] 31/10/2019 : Technical Leadership , Agile culture , State of #MachineLearning frameworks

• Technical Leadership decisions : really cool slide deck that provide a quick overview of what encompasses technical leadership. It's just worth to give it a look for the great book and website reference
• Growing an Agile Culture : Belinda Waldock explores what modern agile culture looks and feels like, and the attitudes, values and beliefs needed to grow and sustain a culture of agility in teams and organizations.
• The state of Machine learning Framework : TL;DR: pytorch is heavily represented in academia while tensorflow retain the preference of industry.

[Links of the Day] 15/10/2019 : k8s python operator, Strangeloop notes, Machine learning UI framework

• Kopf : Kubernetes Operator Pythonic Framework— is a framework and a library to make Kubernetes operators development easier, just in few lines of Python code.
• Strange loop notes : some quick and insightful notes on this year strange loop.
• StreamLit : app framework specifically for Machine Learning and Data Science teams. It helps you build quick UI around your ML models and get the result out quick to the end user. [website]

[Links of the Day] 06/12/2018 : NLP summarisation, RPC protobuf framework, API security best practices

• Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting : I would have mentioned this paper on the sole basis that the authors provide a GitHub repo with all the code used. This should be mandatory for any publication in Computer science. Anyway, the summarization tech described in the paper is pretty cool too. [github]
• twirp : RPC framework with protobuf service definitions. If you don't want to go all gRPC, give this framework a serious look. I would consider twirp over gRPC for the sole reason that it uses the standard GO http server over the custom google one. Seriously google, why did you have to re-implement the HTTP server from your own language ?? 
• API Security Best Practices : documentations providing some good security practice when it comes GitHubhub usage. As well as an excellent leak management document describing a fairly efficient process.

[Links of the Day] 25/10/2018 : Distributed AI framework, Reverse proxy API gateway, AirBnB Change data capture service

• Ray : A Distributed Framework for Emerging AI Applications [Github]
• annon.api : Configurable API gateway that acts as a reverse proxy with a plugin system.
• SpinnalTap : Change Data Capture (CDC) service capable of detecting data mutations with low-latency across different data sources, and propagating them as standardized events to downstream consumers.

[Links of the Day] 17/04/2017 : Pedis Redis Clone, Serverless framework, Deep learning best practices

• Pedis : Redis Compatible NoSQL datastore using the Seastar Framework. It's interesting to see that on the single thread benchmark Redis and Pedis are on par while it Redis gets smoked on 8 thread benchmark. However on a side note, the author should probably have chosen another name for project. 
• serverless : Serverless Framework with serverless architectures using AWS Lambda, Azure Functions, Google CloudFunctions [github]
• Best Practices for Applying Deep Learning to Novel Applications : this is pretty much a must read for machine learning expert using deep learning. This report decomposes deep learning project in phases and provides best practice for each phase.

[Links of the day] 28/10/2016 : 3D chip stacking Wireless interconnect, Golem reverse MVC framework, Data Cleaning with R

• ThruChip : The trend is to stack chips to save space and increase bandwidth. Most solution use Thru-Silican Vias (TSV) solution. Instead of using TSV, ThruChip company propose to use wireless interconnect to link the different chips and claims that they can achieve terabytes/s of bandwidth. [video] [slides]
• Golem : Golem turns the MVC app inside out by making the client the intermediary between the application servers and the database.
• Data cleaning with R : data cleaning often take more time than the analysis itself. This paper describe how to do it fast and efficiently with R.

[Links of the day] 09/05/2016: OSS bio metric framework , Deep learning framework comparative study & dropbox magic pocket

• OpenBR : open source bio-metric framework, I can't wait for the first community driven mass recognition system to come out. No more secrets... 
• Inside the Magic Pocket :  really good case study and architecture behind the storage system design to replace AWS S3 after Dropbox moved out of AWS [HN discussion]
• Comparative Study of Deep Learning Software Frameworks : version 3 of the extensive study of deep learning framework. What is interesting is while tensor flow is deemed extremely versatile it seriously lag behind the other framework performance wise. 

Links of the day 20 - 07 - 2015

Today's links 20/07/2015: Optimization tools, lock-free queue, distributed system testing framework, functional programming guide

• Google Optimization Tools : Google's software suite for combinatorial optimization
• SnapQueue : Lock-Free Queue with Constant Time Snapshots
• Conductor : A system for testing distributed systems across a network
• mostly-adequate-guide : Mostly adequate guide to Functional programming (in javascript)
  

Links of the day 11 - 05 - 2015

Today's links 11/05/2015: Openstack reality check, Programming Framework, Open vSwitch design, Real time sessions handling

• Openstack reality check : I agree with a lot of stuff in there. I would even add that if the Openstack comunity doesn't correct its course quickly it might end up like Linux desktop... 
• 5 Billions Sessions/Day : How twitter use kafka, and stream processing for real time sessions handling at scale
• Unison : another new programming framework for functional programming with IDE being the centerpiece.
• Design and Implementation of Open vSwitch : If you ever wondered about the design and internal of open vSwitch

Links of the day 24 - 04 - 2015

Today's links 24/04/2015: iOS fail, Memory Snooping Protection in HW, NVMe/PCIe fabric for storage, High performance server application framework

• Back to the Future With C++ and Seastar : Meetup notes on Seastar, open source server application framework written in C++ that presents a future/promise based API with 7 million requests per second served on a single machine. [slides]
• No iOS zone:  PoC of attack : within WiFi hotspot range iOS devices are rendered unstable / unusable by constant reboots.
• Cloud security reaches silicon : Hardware implementation of method for thwarting memory snooping or inference across VM attacks by disguising memory-access patterns
• NVMe/PCIe as a Storage Interface : an very good overview of the market, future solution and form factors.

Giant curated list of links links!!!

Computer management

• awesome-shell - Command-line frameworks, toolkits, guides and gizmos.
• Bash : everything about bash 
• awesome-sysadmin - Backups, configuration management, DNS, IMAP/POP3, LDAP, monitoring, SSH, statistics, troubleshooting, virtualization, VPN and more.
• Awesome Dev Env - A curated list of awesome tools, resources and workflow tips making an awesome development environment.
• GitHub Cheat Sheet
• Dotfiles
• ES6 tools

Editors

• Vim
• Awesome-Emacs
• Awesome Editors - A curated list of awesome editors and related resources. 

Big Data

• awesome-bigdata - Big data frameworks, resources and other awesomeness. 
• awesome-hadoop - Hadoop ecosystem resources.
• Awesome-Data-Science
• The Hadoop Ecosystem Table : a summary to keep the track of Hadoop related projects, focused on FLOSS environment.
• BigData  : Massive list of Big Data useful stuff and links by Andrea Mostosi
• BigData blog list : This list contains almost all frequently-updated Big Data blogs, belonging to a wide range of categories: Data Science, Data Analytics, Business Intelligence, Machine Leaning, Data Visualization, Data Mining, NoSQL, Hadoop etc.

MachineLearning

• Awesome Machine Learning - A curated list of awesome machine learning frameworks, libraries and software (by language).
• Pattern Classification algorithms : Collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

Platforms Architecture - Design - Algorithms

• Awesome algorithms : Another curated list of places to learn and/or practice algorithms
• Awesome-DDD
• Microservices - 72 resources and links, good place to start if you want to learn about it. 
• Everything about Queues! : Job queues, message queues and other queues. Almost all of them in one place.

Programming languages

• C/C++
• Clojure
• Cobol
• D
• Elixir
• Erlang
• by @0xAX
• by @pyotrgalois
• Fortran
• Go
• Awesome-Grails
• Awesome-Groovy
• Haskell
• Java
• JavaScript
• JavaScript must watch talks
• .NET
• Perl
• PHP
• Awesome-Pipeline
• Python
• Awesome-Puppet
• R
• Ruby
• by @dreikanter
• by @markets
• by @Sdogruyol
• Rust
• Scala
• Shell
• Swift
• by @matteocrippa
• by @Wolg
• from ZEEF by @Edubits

Frontend

• Frontdesk - Community driven list of useful things for Front End Developers
• Frontend Development - A huge list of frontend development resources collected over time. Sorted from general knowledge at the top to concrete problems at the bottom.
• Master List of HTML5, JavaScript, and CSS Resources - Intent of sharing a list of HTML5, JavaScript, and CSS3 resources that were found very useful
• Component kitchen : Components list for building web apps 
• Awesome-CSS
• Web Tools
• Awesome-HTML5

Platforms

• Node JS- A curated list of astonishing Node.js frameworks, libraries and resources
• by @sindresorhus
• by @vndmtrx
• Awesome Rails - A curated list of amazingly awesome open source rails related resource
• Awesome-Drupal
• Awesome-ColdFusion
• Awesome-Wordpress

Cloud

• Awesome-Cloud

Mobile

• Android
• iOS
• Awesome-Cordova

Talks 

• Awesome Talks - List of online talks that you would love to watch 

Miscellaneous

• PostMortem Outages : what happened? what did they learn? and what can you learn in return :) 
• Free programming books
• Papers We Love
• Lists
• Wikipedia

Finally  : Awesomeness

• Awesome Awesomeness : list of curated collections of frameworks and libraries in various languages that do not suck. They solve the problem of “so, I’m new to (language) and don’t want to kiss a lot of frogs before I find the right tool for a particular task” 
• Awesome Awesomeness - A curated list of awesome awesomeness 
• Awesome Awesome - A curated list of awesome curated lists! Inspired by inspiration
• Awesome Awesome Awesome : A a curated list of curated lists of awesome lists.

And since awesome seems to be the theme of the day, here is the song that goes with it: