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Tech Talk: Leo Neumeyer & Anish Nair (Yahoo!) — “S4: Distributed Stream Computing Platform”

S4: Distributed Stream Computing Platform Leo Neumeyer & Anish Nair (Yahoo!) Tuesday, January 25, 2011 ABSTRACT S4 is a general-purpose, distributed, scalable, partially fault-tolerant, pluggable platform that allows programmers to easily develop applications for processing continuous unbounded streams of data. Keyed data events are routed with affinity to Processing Elements (PEs), which consume the events, [...]

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Tech Talk: Kevin Murphy (UBC) — “Probabilistic models for density estimation, structural discovery and semi-supervised learning from video”

Probabilistic models for density estimation, structural discovery and semi-supervised learning from video Kevin Murphy (University of British Columbia) Monday, January 10, 2011 ABSTRACT In this talk, I give an overview of three different projects which my group is working on, all of which involve probabilistic modeling of one form or another. The first project is [...]

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Tech Talk: Benjamin Hindman (Berkeley) — “Mesos: Efficiently Sharing the Datacenter”

Mesos: Efficiently Sharing the Datacenter Benjamin Hindman (Berkeley) Monday, November 8, 2010 ABSTRACT More and more applications are being developed to run primarily in datacenters. Prominent examples include web applications (e.g., using Ruby on Rails) and analytics (e.g., using Hadoop) in addition to the numerous services (e.g., memcached) that support front ends and back ends [...]

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Tech Talk: Nathan Marz — “Clojure at BackType”

Clojure at BackType Nathan Marz (BackType) Tuesday, October 26, 2010 ABSTRACT Clojure has led to a significant reduction in complexity in BackType’s systems. BackType uses Clojure all over the backend, from processing data on Hadoop to a custom database to realtime workers. In this talk Nathan will give a crash course on Clojure and using [...]

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Tech Talk: Anil Madhavapeddy (Cambridge) — “Mirage: A New Multi-Scale Operating System for Clouds and Crowds”

Mirage: A New Multi-Scale Operating System for Clouds and Crowds Anil Madhavapeddy (University of Cambridge) Friday, October 22, 2010 ABSTRACT Applications run on all kinds of environments these days: multicore desktops, virtual cloud infrastructures, smart-phones, and web browsers. These diverse environments make it worth rethinking the long-term future of our software stacks; do we really [...]

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Tech Talk: Steve Blank — “The Secret History of Silicon Valley: How Stanford & the CIA/NSA Built the Valley We Know Today”

The Secret History of Silicon Valley: How Stanford & the CIA/NSA Built the Valley We Know Today Steve Blank Tuesday, September 28, 2010 ABSTRACT How much does an average engineer know about the history of the place he/she works in—Silicon Valley? Come and test your knowledge. Silicon Valley entrepreneur and professor Steve Blank will talk [...]

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Tech Talk: Jonas Bonér — “Akka: Simpler Scalability, Fault-Tolerance, Concurrency & Remoting through Actors”

Akka: Simpler Scalability, Fault-Tolerance, Concurrency & Remoting through Actors Jonas Bonér Thursday, September 23, 2010 ABSTRACT Writing correct concurrent, fault-tolerant and scalable applications is too hard. Most of the time it’s because we are using the wrong tools and the wrong level of abstraction. Akka is here to change that. Akka is using the Actor [...]

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Tech Talk: Klaas Bosteels — “Hadoop at Last.FM”

Hadoop at Last.FM Klaas Bosteels (Last.FM) Monday, June 28, 2010 ABSTRACT This talk is about the usage of Hadoop at Last.fm, a community-driven music discovery website. We will go through the main types of data Last.fm stores in Hadoop, explain why we need Hadoop to store and process our data, give examples of what we [...]

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Tech Talk: Sam Rash (Facebook) — “Low Latency Message Bus With Scribe and HDFS”

Sam Rash from Facebook came by and talked to us about the how they provide near-realtime access to data logged from Scribe into HDFS. Very fascinating. Enjoy! Low Latency Message Bus with Scribe and HDFS Sam Rash (Facebook) Tuesday, August 31, 2010 ABSTRACT This talk covers the Data Freeway project at Facebook, which centers around [...]

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Tech talk: Get your distributed pub/sub on… Ben Reed talks about Hedwig

Hedwig Benjamin Reed (Yahoo! Research) June 7, 2010 ABSTRACT Hedwig is a large scale cross data center publish/subscribe service developed at Yahoo! Research. We needed a scalable, fault tolerant, publish/subscribe service that has strong delivery and ordering guarantees to maintain the consistency of replicas of datasets in different data centers. We found that we could [...]

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