incubator-general mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Edward J. Yoon" <>
Subject [VOTE] Accept Horn into the ASF incubator
Date Mon, 31 Aug 2015 23:13:34 GMT
Hi folks,

I would like to call a vote to accept Horn, as a new Apache Incubator
project. The full proposal is available at the end of this mail and as
a (the changes from
initial discussion draft are addition of 2 committers from cldi-kaist
team and Rich as a mentor).

The VOTE is open for at least the next 72 hours:

[ ] +1 Accept Horn into the Apache Incubator
[ ] 0
[ ] -1 Do not accept Horn into the Apache Incubator bc ..

I'd like to get the voting started w/ my own +1


== Abstract ==

Horn [hɔ:n] (korean meaning of Horn is a "Spirit") is a neuron-centric
programming APIs and execution framework for large-scale deep
learning, built on top of Apache Hama.

== Proposal ==

It is a goal of the Horn to provide a neuron-centric programming APIs
which allows user to easily define the characteristic of artificial
neural network model and its structure, and its execution framework
that leverages the heterogeneous resources on Hama and Hadoop YARN

== Background ==

The initial ANN code was developed at Apache Hama project by a
committer, Yexi Jiang (Facebook) in 2013. The motivation behind this
work is to build a framework that provides more intuitive programming
APIs like Google's MapReduce or Pregel and supports applications
needing large model with huge memory consumptions in distributed way.

== Rationale ==

While many of deep learning open source softwares such as Caffe,
DeepDist, DL4j, and NeuralGiraph are still data or model parallel
only, we aim to support both data and model parallelism and also
fault-tolerant system design. The basic idea of data and model
parallelism is use of the remote parameter server to parallelize model
creation and distribute training across machines, and the BSP
framework of Apache Hama for performing asynchronous mini-batches.
Within single BSP job, each task group works asynchronously using
region barrier synchronization instead of global barrier
synchronization, and trains large-scale neural network model using
assigned data sets in BSP paradigm. Thus, we achieve data and model
parallelism. This architecture is inspired by Google's !DistBelief
(Jeff Dean et al, 2012).

== Initial Goals ==

Some current goals include:

 * builds new community
 * provides more intuitive programming APIs
 * needs both data and model parallelism support
 * must run natively on both Hama and Hadoop2
 * needs also GPUs and InfiniBand support (FPGAs if possible)

== Current Status ==

=== Meritocracy ===

The core developers understand what it means to have a process based
on meritocracy. We will provide continuous efforts to build an
environment that supports this, encouraging community members to

=== Community ===

A small community has formed within the Apache Hama project community,
universities, and companies such as deep learning startup, instant
messenger service company, and mobile manufacturing company. And many
people are interested in the large-scale deep learning platform
itself. By bringing Horn into Apache, we believe that the community
will grow even bigger.

=== Core Developers ===

Edward J. Yoon, Thomas Jungblut, Jungin Lee, and Minho Kim

== Known Risks ==

=== Orphaned Products ===

Apache Hama is already a core open source component at Samsung
Electronics, and Horn also will be used by Samsung Electronics and
Cldi Inc., and so there is no direct risk for this project to be

=== Inexperience with Open Source ===

Some are very new and the others have experience using and/or working
on Apache open source projects.

=== Homogeneous Developers ===

The initial committers are from different organizations such as,
Microsoft, Samsung Electronics, Seoul National University, Technical
University of Munich, KAIST, LINE plus, and Cldi Inc.

=== Reliance on Salaried Developers ===

Few will be worked as a full-time open source developer. Other
developers will also start working on the project in their spare time.

=== Relationships with Other Apache Products ===

 * Horn is based on Apache Hama
 * Apache Zookeeper is used for distributed locking service
 * Natively run on Apache Hadoop and Mesos
 * Horn can be somewhat overlapped with Singa podling (If possible,
we'd also like to use Singa or Caffe to do the heavy lifting part).

=== An Excessive Fascination with the Apache Brand ===

Horn itself will hopefully have benefits from Apache, in terms of
attracting a community and establishing a solid group of developers,
but also the relation with Apache Hadoop, Zookeeper, and Hama. These
are the main reasons for us to send this proposal.

== Documentation ==

Initial plan about Horn can be found at

== Initial Source ==

The initial source code has been release as part of Apache Hama
project developed under Apache Software Foundation. The source code is
currently hosted at

== Cryptography ==

Not applicable.

== Required Resources ==

=== Mailing Lists ===

 * horn-private
 * horn-dev

=== Subversion Directory ===

 * Git is the preferred source control system: git://

=== Issue Tracking ===

 * a JIRA issue tracker, HORN

== Initial Committers ==

 * Thomas Jungblut (tjungblut AT apache DOT org)
 * Edward J. Yoon (edwardyoon AT apache DOT org)
 * Dongjin Lee ( AT gmail DOT com)
 * Minho Kim ( AT samsung DOT com)
 * Jungin Lee (jilee AT clid DOT io)
 * Kyunghyun Paeng (khpaeng AT kaist DOT ac DOT kr)
 * Chia-Hung Lin (chl501 AT apache DOT org)
 * Behroz Sikander (behroz.sikander AT tum DOT de)
 * Kisuk Lee (ks881115 AT gmail DOT com)

== Affiliations ==

 * Thomas Jungblut (Microsoft)
 * Edward J. Yoon (Samsung Electronics)
 * Donjin Lee (LINE Plus)
 * Minho Kim (Samsung Electronics)
 * Jungin Lee (Cldi Inc.)
 * Kyunghyun Paeng (KAIST)
 * Chia-Hung Lin (Self)
 * Behroz Sikander (Technical University of Munich)
 * Kisuk Lee (Seoul National University)

== Sponsors ==

=== Champion ===

 * Edward J. Yoon <ASF member, Samsung Electronics>

=== Nominated Mentors ===

 * Luciano Resende <ASF member, IBM>
 * Robin Anil <ASF member, Tock>
 * Edward J. Yoon <ASF member, Samsung Electronics>
 * Rich Bowen <ASF member, Red Hat>

=== Sponsoring Entity ===

The Apache Incubator

Best Regards, Edward J. Yoon

To unsubscribe, e-mail:
For additional commands, e-mail:

View raw message