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Inductive Bias

Slides are available

Slides for the last Hadoop Get Together are available online:

Videos will follow as soon as the are ready. Watch this space for further updates.

Inductive Bias

Apache Hadoop Get Together March 2010

Today (or more correctly, yesterday) the March 2010 Hadoop Get Together took place in newthinking store. I arrived rather early to have some time to do some planning for Berlin Buzzwords - got there nearly one hour before the meetup. However it did not take very long until first guests came to the store. So I quickly got my introductory slides in place - Martin from newthinking already had the room setup, camera in place and audio working.

When starting the meetup the room was already packed with some 60 people - we ended up having over 70 people interested in the mix of talks on Hadoop, HBase and Spatial search with Lucene and Solr. Doing the regular “Who are you”-round, we learned that there were people from nurago, Xing, StudiVZ, *lots and lots* of people from Nokia, Zanox, eCircle, nugg.ad and many others.

The meetup was kindly supported by newthinking store (venue for free) and Nokia (sponsored the videos). Steffen Bickel took his chance during the introduction to give a brief overview of Nokia and - guess - explain, that Nokia is a great place to work and yeah - they are hiring!

The first talk was given by Bob Schulze who joined the meetup coming from eCircle in Munich. Given his previous experience with scaling their infrastructure from a regular database/ datawarehouse setup he explained how HBase helped when processing really large amounts of data. Being an e-mail marketing provider, eCircle does have quite a bit of data to process. And yes, eCircle is hiring.

Second talk was by Dragan Milosevic from Zanox on scaling product search and reporting with Hadoop. Just as eCircle, Zanox came from a regular RDMS setup that became too expensive and too complex too scale before switching over to a Hadoop/Lucene stack. He used his chance to make the Lucene developers aware of the fact that there are users who would were actually using Lucene’s compression features. Zanox, as well, is looking for people to hire.

Last talk was by Chris Male from JTeam in Amsterdam on the developments in Lucene and Solr to support for spatial search. There are various development routes being followed: Cartesian tiers as well as numeric range searches. He also explained that most of the features are still under heavy development. He finished his talk with a demo on what can be done with spatial search in Lucene/ Solr. You already guessed so, JTeam is hiring as well ;)

After the talks we went to Cafe Aufsturz for beers, drinks and some food. People enjoyed talking to each other exchanging experiences. A Lucene focussed table quickly formed - main topics: Spatial search, Lucene/Solr merge threads, heavy committing, Mike McCandless (is this guy real or just an alter-ego of the Lucene community?).

At some time around 11p.m. the core of the guests (well - the Lucene part of the meetup, that is Simon, Uwe and the guys from JTeam) moved over to a bar close by next to cinema central for some more beer and drinks. At about 1a.m. it finally was time to head home.

I’d like to say thanks: First of all to the speakers. Without you the meetup would not be possible. Second to newthinking and Nokia for their support. And of course to all attendees for having grown the meetup to its current size.

At least I had a really nice evening with people from the Hadoop, HBase and Lucene community. Special thanks to you guys from JTeam for traveling 6h to Berlin just for a “little”, though no longer that tiny, Hadoop meetup. Promise stands, to visit one of your next Lucene meetups in Amsterdam and present Mahout there - however I need some help finding affordable accomodation ;)

Hope to see you all in June at Berlin Buzzwords.

Inductive Bias

Google Summer of Code starting

As published on the Google Open Source blog the application period for mentoring organizations for GSoC starts now. The ASF is already in the process of applying. If you are a student, looking for an interesting project to work on during the coming summer - you might consider participating in GSoC. It does give you are great opportunity to get in touch with successful free software projects, learn how to work in global teams, improve your communication skills and last but not least show and publish your fantastic coding skills.

If you want to learn more on Why you should contribute to open source, the article by Shalin Shekhar Mangar is a great summary of some of the reasons why people work on open source projects.

klobs weblog system

Function to show complete path to a file.

I often have the problem, that I need the complete path path to a file in my current working directory. (For example to copy&paste it for scp.) This problem is easily solvable: Just put following lines at the end of your .zshrc (in your home directory)
function path() {
echo `pwd`/$1
}
(also works for bash in your .bashrc). After your next login you will be able to call that function with path test. This will print out the whole path to the file test.

klobs weblog system

Spass mit ZSH

Die Shell meiner Wahl ist momentan ZSH.
Ich möchte noch ein paar coole links dazu geben:

kopfueber

Grüner-Pfeffer Nudeln

Ganz schnell ein schnelles Rezept:
- Nudeln kochen
- Knoblauch und Kräuter in Olivenöl andünsten
- Schafskäse (oder Feta) würfeln
- Wenn die Nudeln gekocht haben, abgießen, mit Knoblauch-Kräuter-Olivenöl durchmischen, Schafskäse dazu, vllt noch ein paar frische Basilikumblätter oder so
- Grüne, eingelegte, Pfefferkörner dazu, durchmischen.

Lasst es euch schmecken!


Eingetragen unter:news Tagged: kochen, nudeln, rezept

Inductive Bias

Learning to Rank Challenge

In one of his recent blog posts, Jeff Dalton published an article on currently running machine learning challenges. Especially interesting for those working on search engines and interested in learning new rankings from data should be the Yahoo! Learning to Rank Challenge to be held in conjunction with this year’s ICML 2010 in Haifa, Israel. The goal is to show that your algorithm does not only scale on real-world data provided by Yahoo!. Tasks are split in two. The first one focusses on traditional learning to rank procedures, the second one on transfer learning. Tracks are open to participants from industry and research.

A second challenge was published by the machine learning theory blog. The challenge is hosted by Yahoo! as well and deals with Key scientific challenges in statistics and machine learning.

Both programs look pretty interesting - would be great to lots of people from the community participating and comparing their systems.

Inductive Bias

Early bird registration for Berlin Buzzwords on June 7th/8th open

Silently registration was opened in the past days for Berlin Buzzwords - a conference on scaling search, data processing and storage taking place on June 7th/8th in Berlin/ Germany. First 100 tickets will be sold for 250 Euros + tax. Registration is possible at later dates as well, however expect prizes to rise shortly before the conference starts.

If you clicked on it earlier this week and were wondering what those strange German terms were all about: We have put online an English version as well, so language shouldn’t be much of a problem anymore.

To avoid any confusion: Conference talks will be in English - no German language skills needed for that. It is perfectly well possible to get around in Berlin w/o speaking German, however knowing a few words as always will make it easier to make friends with people in shops and hotels ;)

kopfueber

37cc – Tag 2: Cynical Sense

Während gestern Sr. Aye für spanischen Elektro-HipHop zuständig war, ist heute das erwählte Musikgenre Pop/Songwriting.
Die mir hier in den Ohren hängengebliebene Band ist Cynical Sense.
Bestehen tut sie aus Clementine (Klavier, Cello) und Aurelien (Gitarre) so wie Jonathan.
U.a. hat Jonathan zusammen mit Clement von “Wedding Soundtrack” auf der Compilation “Sweets for the Wild” [Another Record] unter dem Pseudonym “Lost-Minded” veröffentlicht.
Die Alben “Portraits of Happy Times” und “The Dada Weatherman” von Cynical Sense findet man bei Jamendo.


Eingetragen unter:news, pentaMusic Tagged: 37cc, ccmusik, pop, songwriting

kopfueber

37cc – Free! Music! Week! Tag 1 – Sr. Aye

Auf musik.klarmachen-zum-aendern.de ist für diese Woche ein interessantes Projekt geplant: Interessierte (Musik-)Blogger sollen jeden Tag eine Band bloggen, mit Hilfe von identi.ca/twitter.com und dem hashtag #37cc die Welt darauf aufmerksam machen und so allen Leuten da draußen einen Überblick über ihre Lieblings-CC Bands geben.
Da mach ich doch glatt mit :) Und damit es auch interessant und abwechslungsreich bleibt, habe ich mir folgendes überlegt: Obwohl ich ja am liebsten Elektronische Musik höre, möchte ich doch probieren jeden Tag eine Band eines anderen Genres vorzustellen um so auch die Vielfalt der Musik aufzuzeigen.

Los gehts heute mit Sr. Aye.
Er macht eine Mischung aus HipHop und Elektro, dass ganze durchmengt mit Spanischen Einflüssen.
Ein Ohrwurm von ihm ist definitiv Preparados, erschienen beim spanischen Netlabel Audiovisual Theorem auf der Compilation “Of Men and Machines” in Zusammenarbeit mit dem deutschen Netlabel Rec72.
Sein Debutalbum ist beim Netlabel Imaginery Nonexistent Records (Inrecs) erschienen und trägt den Titel “Nocturnal Habits“.

Happy Listening!

Kommentare gerne auch per Twitter/Identi.ca an
- koeart@identi.ca
- koeart@twitter.com


Eingetragen unter:news, pentaMusic Tagged: 37cc, ccmusik, Sr Aye

Johannes Lötzsch

Links zur Vorratsdatenspeicherung

Nach langer Abwesenheit möchte ich heute mal wieder ein paar Links weiterempfehlen:

Zur Entscheidung des Bundesverfassungsgerichts über die Vorratsdatenspeicherung am Dienstag, gibt es eine sehr gute Berichterstattung durch das ZDF. Die Spezialsendung zur Urteilsverkündung gibt seltene aber interessante Einblicke in diesen wichtigen Bestandteil unserer Demokratie :)

Die Talksendung mit Bosbach, Padeluun und Peter Schaar zeigt mal wieder schön, wie viele Daten anfallen und wie verschieden die Bewertungen dieses Faktes ist. Leider schweifen beide seiten immer wieder von der eigentlichen Vorratsdatenspeicherung ab und schaffen es (wie so oft) nicht über einzelnen genannten Argumente im Detail zu sprechen. So zum Beispiel die extrem hohe Zahl der Fälle, in denen auf die Daten zugegriffen wurde — Aus meiner Sicht bestätigt sie einmal mehr die Kritik der Sachverständigen.

Im Zusammenhang mit dem genannten Prozess um die Sauerland-Gruppe möchte ich nochmal auf das hörenswerte Feature des DLF dazu erinnern…

PS: Eine Einschätzung über das Urteil, die mir sehr gut gefällt, gibt es vom FIfF.

PPS: Ich freue mich bald wieder häufiger mit euch über solche Themen diskutieren zu können :)

Tags: Vorratsdatenspeicherung, Bundesverfassungsgericht, Sauerland-Gruppe

Inductive Bias

Chemnitzer Linuxtage

Title: Chemnitzer Linuxtage
Location: Chemnitz
Link out: Click here
Start Date: 2010-03-13
End Date: 2010-03-14

Next week the Chemnither Linuxtage take place in - well - Chemnitz. It is the second largest Linux event after Linuxtag Berlin. However only obvious for speakers and exhibitors: It is one of those events that are known for its fantastic organisation. Nearly no problems, be it WiFi, admission to the exhibitors area, food or any help in general.

I will be at the event again. You can find me at the FSFE booth, telling people what the FSFE is all about and trying to convince them to become fellows (and yes, since last summer, I am a fellow myself and own one of those really cool green crypto cards).

www.c3d2.de Newsfeed

Pentacast 9: Echtzeit-Audio

Was in den 1990er Jahren noch eine teure Zusatzerweiterung für den heimischen PC war, ist heute eine Selbstverständlichkeit: Sound.

In diesem Podcast besprechen wir die Aufgaben und Funktionsweise einer Soundkarte, verschiedene Realisierungen von Soundsubsystemen in verschiedenen Betriebsystemen und gehen grundsätzlich auf Probleme aus dem Audiobereich im Zusammenhang mit dem Computer ein.

Die Shownotes entstehen (hoffentlich) so nach und nach im Wiki: https://wiki.c3d2.de/(((c3d2)))/Pentacast-9-(Echtzeit-)Audio

kopfueber

Einen TP Artikel hab ich noch…

Korrupte Politiker unterminieren Soziales Vertrauen. Nicht nur Vertrauen in die Politik. Auch Vertrauen in die Mitmenschen.
Deshalb: Mehr Transparenz, öffentliche Partizipation, Offenlegung aller Nebeneineinkünfte von Politikern, einführung einer Kündigung, die Wähler Politikern gegenüber aussprechen können.


Eingetragen unter:news Tagged: Telepolis

kopfueber

Die Krise, welche Krise?

Das es keine Krise gibt, sieht man schön an diesem Artikel:
TP: Zahl der Selbstmorde übersteigt Zahl der Verkehrstoten. Gut, in Spanien. Die mit dem Rücken zur Wand und so. Aber bin mal gespannt wie viele unserer Hatz4 Empfänger und den Krankenversicherten unsere Schwarz-Geld Christlich-Liberale Regierung überleben…


Eingetragen unter:news

Inductive Bias

Mahout at Berlin ignite

This evening the first Berlin ignite event took place in the “Festsaal” in Berlin X-Berg. Organiser of the event was Matt Biddulph from Nokia Gate 5. We had eleven fantastic talks (ok, to be more precise: At least ten fantastic ones, my own can only be judged by the audience ;) ).

Topics included things you can learn when starting to collect data, themes from (agile) project management, RepRap machines (see also the Rep Rap FOSDEM 2010 talk), bots and robots. The talks finished with a presentation of a Part time scientist’s vision of getting to the moon - an article on the project is available on heise newsticker.

The room was filled with more then 120 people resulting in a location packed with interested attendees. It was great seeing the talks on such diverse topics. Hope to have more events of this format here in Berlin. Thanks go to Matt, all speakers and everyone involved in generally making the event a big success.

For those who didn’t make it to the event, slides and audio should go online soon. At least the slides on Mahout are available online.

kopfueber

Kopfpauschale und PKVen VS FDP Lobbyismus

Vor kurzem ist bei Wikileaks eine Studie aufgetaucht, die die Auswirkungen der Kopfpauschale für die private Krankenversicherung (PKV) untersucht – und das Modell der Kopfpauschale als Aus der privaten Krankenversicherung diagnostiziert. Für die Mövenpick-Partei der absolute GAU, finden sich in ihr Lobbyisten der Kopfpauschale so wie Nutznießer der PKV wieder.
Das Dilemma beschrieben und aufgezeigt hat Jens Berger in diesem Telepolis-Artikel: Die Gesundheitsbombe tickt.


Eingetragen unter:news Tagged: fdp, kopfpauschale, krankenversicherung, Telepolis

kopfueber

ZOE.LEELA in Dresden

Vor einiger Zeit habe ich eine begnadete Künstlerin vorgestellt: ZOE.LEELA
Wenn euch die Musik gefallen hat, habt ihr JETZT die Chance, ZOE.LEELA auf ihrer Queendom Come Tour LIVE zu sehen – und zwar am Samstag, den 27. Februar 2010 im Arteum in Dresden.
Karten kosten 5€.

Und da ZOE.LEELA schon mal in Dresden ist, werde ich es mir nicht nehmen lassen, mit ihr die nächste Folge pentamusic zu machen – als Entschädigung für die ganze lange Zeit ohne Musik des Heute.


Eingetragen unter:news, pentaMusic Tagged: arteum, konzert, live, pentaMusic, zoe.leela

Inductive Bias

Preliminary schedule online for ignite Berlin

Today first talks scheduled for ignite Berlin were published. If you yourself would like to give a talk: Submission seems to still be open.

www.c3d2.de Newsfeed

pentaradio24: Back to the roots - The new Time Sharing Computing on the Horizon.

In der guten alten Zeit war das Time Sharing Verfahren eine Revolution. Nutzer konnten quasi parallel per Terminal auf Kisten hacken, die heute locker von einer Armbanduhr emuliert werden können. Danach kam eine Epoche, in der sich Leute hochgezüchtete GHz-Boliden unter den Schreibtisch stellten. Mit dem Web 2.0 und deren Bedienelementen wie Smartphones, Netbooks oder neuen Geräteklassen wie dem angekündigten iPad scheint dieses Benutzungsmodel zurück zu kommen. Der Großrechner ist die Cloud und das Terminal das Netbook.

Über diese Entwicklung möchten wir mit Euch reden. Welche Chancen bietet sie, welche Risiken? Wie arbeitet Ihr heutzutage mit Eurem Computer, Handy, ...? Ihr seid herzlich eingeladen anzurufen (0351/32 05 47 11) oder im c3d2 Channel mit uns zu chatten.

Falls Euch irgendwas an den Sendungen der freien Radios in Sachsen liegt, unterstützt diese bitte im Kampf um deren Erhalt. Freie Radios müssen sein!

Das ganze ist Live am Dienstag, 23. Februar von 21:30 bis 23:00 Uhr und zuhören geht NOCH im Radio bei Coloradio auf den Frequenzen 98,4 und 99,3 Mhz und im Internet unter stream.coloradio.org. Viel Spaß! #pentaradio

Die Wikiseite zur Sendung findet ihr hier, wir bitten um Feedback

Tigions Blog

Foto: Endloser Gang

Foto: Endloser Gang

… ein schier endloser Gang in der HTW Dresden. Ich hab zwar auch noch eine Version in schwarz und weiß, aber hier gefällt mir die farbige besser.

kopfueber

Fremde Kulturen: Indien

Wer an fremden Kulturen interessiert ist, den kann ich den Blog “drunterdrueber” meines Bruders ans Herz legen. Der ist gerade in Indien Praktikum machen, in Pune um genau zu sein.

Viel Spaß beim Lesen!


Eingetragen unter:diverses Tagged: indien

Inductive Bias

Alan Atlas at Scrumtisch Berlin

At the last Berlin Scrumtisch, @AlanAtlas gave a presentation on how he introduced Scrum at Amazon (starting as early as back in 2004). Introducing Scrum at Amazon by that time seemed natural due to a few factors:

  • Amazon was and is always very customer centric. The original methodology of working backwards in time - that is starting with the press release, from there writing the FAQ and manual and finally get to the code - really made people concentrate on the product.
  • Teams were sized according to the two-pizza rule: Each team is supposed to be no larger than can reasonably be fed for lunch with two pizzas. Turns out that is about five to ten people, given regular american pizzas.
  • Management didn’t really care exactly *how* the job of software development was done. They only cared *that* it was done. This proved as both - an advantage as it gave quite a bit of freedom - and a disadvantage - as indifference leads to impediments in the process that cannot be easily resolved.

The goal of Alan’s team was to build an infinitely scalable, zero downtime storage system that had a web service based interface - it was the S3 team. Given the task at hand, it was clear that the task wasn’t going to be anything even close to trivial. Alan’s idea: Try Scrum on that.

He himself came to the idea after attending an Agile conference and hearing about Scrum for the first time there. Alan requested a Scrum training from his manager, who approved it, provided it took place in Seattle - close to Amazon HQ that is. Turns out, the Scrum trainer available in Seattle happened to be Ken Schwaber.

The idea of Scrum basically was spread by word of mouth propaganda: In the hallways, in the smokers lounge, close to the coffee machine. People started adopting it - with some teams doing better, some worse. Allan himself got two days a quarter to give people an introduction to this funny new methodology called Scrum.

18 months later, S3 was shipped - as a side effect, the number of subscribers to the internal scrum mailing list had increased from three to 100, there were 150 CSM graduates, still three teams using XM, reputation of scrum was mostly positive.

In January 2007 others started giving their own introductions to Scrum. Developers generally liked it, there were significant failure cases, lots of resistance and misunderstanding mostly on the management side who sometimes confused it with lean production.

In June 2008 Allen became a fulltime internal Scrum trainer. First thing organised was a Scrum gathering - in an open spaces like setup people were invited to discuss their issues and questions on Scrum.

In January 2009, about 50% Scrum usage was reached, their were 600 subscribers on the Scrum mailing list, 450 CSM graduates, reputation of Scrum was as good (or bad) as months before. However it became more and more clear that further restructuring would only be possible against a lot of resistance.

There were a few lessons learned from introducing Scrum in other companies as well:

  • You cannot introduce Scrum if there is no notion of comparably stable teams (as in for at least six months, not five projects at a time per developer).
  • You need permission and ownership of committments to really get going.
  • You need to know at least the basics of Scrum.

There are a few factors that make introduction easier: Community matters. People need to be able to talk to each other, exchange experiences and learn from one another. Coaching matters. More support, immediate success in lots of cases is the result of getting a coach on the team. Credibility for management increases, Scrum implementation is easier understood that way, skepticism and resistance reduced. Management matters. Middle management must be part of the process. They will mess up scrum if not educated correctly. Going bottom-up works up to a point - but to go the whole way, you do need management.

For Amazon, that is the point where implementation got stuck for Allan: Management was neither interested nor really involved in Scrum. However there are some impediments that cannot be fixed w/o. Still Scrum is working to some extend - teams are still trying to get better and improve the process. So it is not really “Scrum, but”. Even going only part of the way helped a lot already.

As for the questions: There were a few unusual ones - e.g. on what to do with a team that is itself skeptical about Scrum introduction - especially if that was done by higher management. There are a few ways to remedy that: Point out success to the negative team member. Make that member a Scrum master to let him go through the process and really understand what is going on. And above all make the reasons for going that way clear and transparent. Including promises and wishes from that change.

Another question dealt with how to convince management of Scrum. Clearly better performing teams with happy developers (”you cannot buy developers with money only”) are some valid reasons.

Yet another question dealt with convincing customers. Allan’s way is to sneak Scrum into the process: Speak the customers language. If he does not like spring planning, call it a project status meeting.

Asked for cases of developers feeling like they work in a hamster wheel when doing Scrum, the general consensus was that it needs to be made sure that people do not only get more responsibilities but get the benefits from Scrum as well. Otherwise Scrum with all its numbers and measurements can be perfectly abused and turned into an amazing micro management tool.

Asked for other bay area companies using Scrum - yes, apple does so, Microsoft at least tries to. Google certainly uses the ideas, without calling it Scrum. Facebook seems not to use it. Xing (not bay area) uses Scrum. There seem to be about 50% of all software development companies worldwide who are using Scrum.

After the talk there was time to gather and have some pizza and pasta, time for drinks and discussions. I really appreciated the comments and ideas exchanged after the talk. Hope to see you all next time around.

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