All, FYI



On 6/13/16, 3:24 PM, "Rob Emanuele" <[email protected] on 
behalf of [email protected]> wrote:

>Hello LocationTech community,
>
>I'd like to write to you about some work that I and others on the GeoTrellis 
>team at Azavea are about to undertake.
>
>We are starting down the path of integrating GeoTrellis with the GeoWave and 
>GeoMesa projects. As part of this, a clear understanding of both of those 
>projects is necessary. As some of you may know, if we were to draw the Venn 
>diagram of the feature set those two projects, there would be a large 
>overlapping portion, specifically around working with vector data on Accumulo.
>
>I have frequently been presented with the following question: what is the 
>differences between GeoWave and GeoMesa? In talks about LocationTech big geo 
>data projects that I have given at EclipseCon Europe 2015, FOSS4G NA 2016 and 
>Apache Big Data 2016, I have attempted to address this question at a very high 
>level. However, through my work on those talks, and research into the 
>integration work, I have come to the conclusion that we all need to develop a 
>deeper sense of how these two projects compare.
>
>A deeper understanding will take a focused comparative analysis of the two 
>projects, and that is what this initiative intends to do. Since the GeoTrellis 
>team already has some familiarity with both the two projects and  Accumulo, 
>and we also have a good working relationship with the core teams developing 
>GeoMesa and GeoWave, I believe the GeoTrellis team at Azavea is in a unique 
>position to lead such an analysis. We will also be able to act as an 
>independent group that will be able to perform the analysis a minimum of 
>likely bias.
>
>The government organizations which support the GeoWave and GeoMesa projects 
>are interested in this type of detailed analysis, and have agreed to support 
>this comparison effort. This type of comparative analysis should also be of 
>interest to the wider LocationTech community, and the big geo data community 
>in general.
>
>A proposed plan of attack for this comparative analysis is as follows:
>
>- Read through the documentation and source code of each project, in order to 
>clearly map out the feature set and approaches of the projects.
>- Develop a set of performance test cases that map to real world use cases, 
>and perform those test on each system under a variety of cluster 
>configurations and data sets.
>- Use the information gathered from those actions to develop documentation 
>that explains the methodology and results of our comparative analysis, 
>recommendations for components to use under various use cases, and list 
>suggestions about potential ways the two projects can collaborate moving 
>forward.
>
>The GeoBench project has already done some work on performance benchmarking 
>between various systems, including GeoWave and GeoMesa. We hope to learn from 
>that project and if possible contribute to it; however the purposes of the 
>projects differ in that the performance tests conducted under this comparative 
>analysis will specifically be in the service of comparing the functionality 
>and performance of GeoWave and GeoMesa under the specified use cases.
>
>We will be beginning work on this project in the near future. I want to 
>outline our intentions and proposed plan here in order to elicit feedback from 
>the community, and to be as open and transparent as possible.
>
>I'm looking forward to working with the GeoMesa and and GeoWave teams on this 
>project, as much as they have the capacity to support our inquiries and 
>contribute. I believe the success of this effort will be heavily dependant on 
>our ability to work with the GeoMesa and GeoWave teams in order to best 
>understand their systems and set them up correctly for performance tests.
>
>I'm also excited about the ancillary benefits which will fall out of this 
>effort, including documentation, deployment strategies, and issues that will 
>be exposed and fixed because of our work here.
>
>I also hope to gain help and support from the greater community. One item that 
>will be helpful to contribute to is the set of use cases under which we will 
>be performing our comparative analysis. I will be following up soon with a 
>method to get feedback and suggestions on the set of use cases we will be 
>building. In the meantime, if anyone has questions or comments about this 
>effort, I encourage you to be in touch, either on-list of off.
>
>Best Regards,
>Rob
>
>-- 
>Robert Emanuele, Tech Lead
>Azavea |  990 Spring Garden Street, 5th Floor, Philadelphia, PA
>[email protected] <mailto:[email protected]>  | T 215.701.7502 
><tel:215.701.7502>  | Web azavea.com <http://www.azavea.com/>  |  @azavea 
><http://twitter.com/azavea>
>
>
>
>
>
>
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