The Fifth Elephant 2015
A conference on data, machine learning, and distributed and parallel computing
Machine Learning, Distributed and Parallel Computing, and High-performance Computing are the themes for this year’s edition of Fifth Elephant.
The deadline for submitting a proposal is 15th June 2015
We are looking for talks and workshops from academics and practitioners who are in the business of making sense of data, big and small.
Track 1: Discovering Insights and Driving Decisions
This track is about general, novel, fundamental, and advanced techniques for making sense of data and driving decisions from data. This could encompass applications of the following ML paradigms:
- Statistical Visualizations
- Unsupervised Learning
- Supervised Learning
- Semi-Supervised Learning
- Active Learning
- Reinforcement Learning
- Monte-carlo techniques and probabilistic programming
- Deep Learning
Across various data modalities including multi-variate, text, speech, time series, images, video, transactions, etc.
Track 2: Speed at Scale
This track is about tools and processes for collecting, indexing, and processing vast amounts of data. The theme includes:
- Distributed and Parallel Computing
- Real Time Analytics and Stream Processing
- MapReduce and Graph Computing frameworks
- Kafka, Spark, Hadoop, MPI
- Stories of parallelizing sequential programs
- Cost/Security/Disaster Management of Data
Commitment to Open Source
HasGeek believes in open source as the binding force of our community. If you are describing a codebase for developers to work with, we’d like it to be available under a permissive open source license. If your software is commercially licensed or available under a combination of commercial and restrictive open source licenses (such as the various forms of the GPL), please consider picking up a sponsorship. We recognize that there are valid reasons for commercial licensing, but ask that you support us in return for giving you an audience. Your session will be marked on the schedule as a sponsored session.
Workshops
If you are interested in conducting a hands-on session on any of the topics falling under the themes of the two tracks described above, please submit a proposal under the workshops section. We also need you to tell us about your past experience in teaching and/or conducting workshops.
Hosted by
The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more
Dead Simple Scalability Patterns
Vedang Manerikar
21 minutes17 July 2015
Keynote: Data Comes in Shapes
Tim Poston
1 hour17 July 2015
Instrumenting your kafka & storm pipeline
Bhasker Kode
39 minutes 6 August 2015
Search at Petabyte scale
Anup Nair
20 minutes17 July 2015
HawkEye: A Real-Time Anomaly Detection System
Satnam Singh, PhD
20 minutes17 July 2015
The many ways of parallel computing with Julia
Viral B. Shah
47 minutes18 July 2015
Harnessing the power of the Erlang VM at Housing
Abhijit Pratap Singh
16 minutes18 July 2015
Call me maybe: Jepsen and flaky networks
Shalin Mangar
41 minutes18 July 2015
Deploying Batch and Streaming Architectures on AWS (sponsored)
Russell Nash
38 minutes18 July 2015
Building tiered data stores using Aesop to bridge SQL and NoSQL systems
Regunath Balasubramanian
41 minutes18 July 2015
Processing large data with Apache Spark
Venkata Naga Ravi
44 minutes18 July 2015
Two Years Wiser: The Nilenso Experiment
Steven Deobald
1 hour18 July 2015
Making a contextual recommendation engine using Python and Deep Learning at ParallelDots
Muktabh Mayank
15 minutes17 July 2015
Keeping Moore's law alive: Neuromorphic computing
Anand Chandrasekaran
43 minutes18 July 2015
Hardware Accelerated Big Data Processing
Reetinder Sidhu
17 minutes18 July 2015
Building a E-commerce search engine: Challenges, insights and approaches (sponsored)
Vinodh Kumar R
37 minutes18 July 2015
Building Recommender system
Swaroop Krothapalli
20 minutes18 July 2015
Recommendation System beyond traditional Collaborative filtering
Gagandeep Juneja
43 minutes18 July 2015
Visualising Multi Dimensional Data
Amit Kapoor
34 minutes18 July 2015
Escher - democratizing beautiful visualizations
Shashi Gowda
28 minutes18 July 2015
Deep Learning for Natural Language Processing
Devashish Shankar
45 minutes18 July 2015
Using Modes for Time Series Classification
Rohit Chatterjee
19 minutes18 July 2015
Keynote: Future patterns in data processing (sponsored)
Amod Malviya
38 minutes17 July 2015
Keynote: "Thinking Machines"
Shailesh Kumar
1 hour18 July 2015
Revolutionizing travel with ML & Analytics – An insight into business optimization using Machine Learning and Advanced Analytics
Raghu Kashyap
44 minutes17 July 2015
Hosted by
The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more