In 2013, commodity hardware and computing capacity for storing and processing large and small volumes of data are easily available on demand. The bigger issues pertain to questions of how to scale data processing, handle data diversity, manage infrastructure costs, decide which technologies work best for different contexts and problems, and build products from the insights and intelligence that the data is presenting to you.
The Fifth Elephant 2013 is a three-day workshop and conference on big data, storage and analytics, with product demos and hacker corners.
The Fifth Elephant 2013 invites proposals on use cases and real-life examples. Tell us what specific problem you faced, which technology/tools worked for your use case and why, how you have developed business intelligence on the data you are collecting, and analytics tools and techniques you employ. Our preference is for showcasing original work with clear take-aways for the audience. Please emphasize these in your proposal.
The conference will have two parallel tracks on 12th and 13th July:
- Storage: OLTP, messaging and notifications, databases and big data, NoSQL
- Analytics: Metrics and tools, cloud computing, mathematical modelling and statistical analysis, visualization
This year we are adding a preliminary day of workshops, on 11th July, to provide attendees more in-depth, hands-on training on open source frameworks and tools (Pig, Hadoop, Hive, etc), commercial solutions (sponsored), programming languages such as R, and visualization techniques and tricks, among others.
We have a demo track for startups and companies who want to showcase their product to customers at The Fifth Elephant 2013 and get feedback. Slots are also open for 4-6 sponsored sessions for companies who want to talk about their technologies and reach out to developers, CTOs, CIOs and product managers at The Fifth Elephant. For more information on demo and sponsored session proposals, write to email@example.com.
HasGeek believes in open source as the foundation of the internet. Our aim is to strengthen these foundations for future generations. If your talk describes a codebase for developers to work with, we require that it is available under a license that does not impose itself on subsequent work. This is typically a permissive open source license (almost anything that is listed at opensource.org/licenses and is not GPL or AGPL), but restrictive and commercial licenses are also considered depending on how they affect the developer’s relationship with the user.
If you’d like to showcase commercial work that makes money for you, please consider supporting the event with a sponsorship.
Voting is open to attendees who have purchased event tickets. If there is a proposal you find notable, please vote for it and leave a comment to initiate discussions. Your vote will be reflected immediately, but will be counted towards selections only if you purchase a ticket. Proposals will also be evaluated by a program committee consisting of:
- Gopal Vijayraghavan, Hortonworks
- Govind Kanshi, Microsoft
- Joydeep Sen Sharma, Qubole
- Srinivasan Seshadri (Sesh), Boltell
Emphasis will be placed on original work and talks which present new insights to the audience.
The programme committee will interview proposers who have received maximum votes from attendees and the committee. Proposers must submit presentation drafts as part of the selection process to ensure the talk is in line with the original proposal and to help the program committee build a coherent line-up for the event.
There is only one speaker per session. Attendance is free for selected speakers. HasGeek will cover your travel to and accommodation in Bangalore from anywhere in the world. As our budget is limited, we will prefer speakers from locations closer home, but will do our best to cover for anyone exceptional. If you are able to raise support for your trip, we will count that towards an event sponsorship.
If your proposal is not accepted, you can buy a ticket at the same rate as was available on the day you proposed. We’ll send you a code.
Discounted tickets are available from http://fifthelephant.doattend.com/
The program committee will announce the first round of selected proposals by end of April, a second round by end-May, and will finalize the schedule by 20th June. The funnel will close on 5th June. The event is on 11th-13th July 2013.
Implementing Named-Entity-Recognizer on Twitter Data and Using it to Cluster Similar Tweets.
- To understand the scope of extracting Real-Entities from tweets using freely available NER-Engines and POS-Tagging.
- To apply NER-Output to cluster Twitter Data, aggregating contextually similar tweets.
- Challenges and limitations of current methods.
This is a talk regarding how we currently detect duplicate or contextually similar tweets based on their content for frrole.com. To achieve respectable levels of accuracy, we use POS-Taggers and NER-Modules published by research groups at University of Washington and Carnegie Mellon University. Integrating these tools and applying some more algorithimic hacks, we’re able to achieve fairly good levels of accuracy. This talk is about the design decisions we made and challenges we solved while achieving this.
This is not a workshop, but for participants to be able to appreciate the talk, basic know-how of following topics will be sufficient:
1.) Algorithms and Data Structures.
2.) MongoDB or any other JSON based No-SQL DB.
3.) Python, Java or any other modern programming language.
4.) Some graph theory basics
5.) Some idea of what NLP and Text Mining is.
I am currently the technical lead at frrole.com. In last 4 monhts, I have been able to successfully implement a clustering pipeline for frrole’s twitter stream. In doing so, I solved some really interesting problems and made some interesting design decisions. The tools I used are mostly libraries and modules published by research groups of leading universities. I hold a bachelors and masters from IIITM, Gwalior and have spend some time teaching graduate and under-graduate courses. I’m also an avid MOOCoholic and enjoy learning new technologies from time to time.