Assistance to design software library around compression & decompression of timeseries data
$25-50 AUD / hour
I am looking for assistance towards designing and engineering an application specific library which will perform compression and decompression operations on timeseries data.
The aim is to develop a library which covers the following requirements
• Can be consumed by .NET
• Can be compiled to WASM and consumed by javascript
• Compresses and decompresses timeseries data
• Can compress timeseries data as a stream rather than as blocks
• Can compress integers & floating point values
• Produces a compressed binary stream of the uncompressed timeseries stream
• Produces a temporal index of the compressed data also as a compressed stream
• Selects an optimum compression algorithim based on parameters which describe the timeseries
• Uses the index as a means to efficiently query for a temporal window from the compressed stream
• Decompresses either a full stream or temporal window of compressed data back to the original timeseries
• Utilises existing established compression algorithims, software or technologies where possible
I have extensively researched the possible approaches and existing technologies that could be combined together to form a solution. However I'm a point where I need assistance to resolve some unknowns that are outside my capability and work towards an adequate enough scope and design that could then be turned into a project for implementation.
I feel the optimum person/s to assist would have the following attributes
• Experience in C language
• Experience with .NET & Javascript
• Knowledge or experience with WASM
• Significant experience in designing & architecting software libraries
• Experience with compression algorithms, preferably in the Integer and Floating point space
• Is looking for a small project on the side of their day to day gig
• Has experience and appreciation for getting startup projects off the ground
• Considerate of new ideas rather than biased from past knowledge
• Able to stay focused on the end game and not getting lost in the weeds
• Enjoys collaborating, and is agile to change tact when needed
The intent here is not to actually write the library but form a sufficient design detail so that a secondary job can be initiated to implement the library.
I am personally funding this project out of my own pocket, and therefore will be actively involved in the path this project takes so it can be kept as lean as possible.
In your application please convey what it is about this project that is of particular interest, applications that don’t wont be considered.
Project ID: #37438662
About the project
81 freelancers are bidding on average $42/hour for this job
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Good day, Kindly provide details of the research for the possible approaches for the software library for compression and decompression of time series data and unknows to be resolved? For quick response from my side, More
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Hello Sir, Could you provide more details about the specific unknowns or challenges you are facing in the design and engineering of the application-specific library? Do you have any specific preferences or requireme More
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Hi Austin, I am enthusiastic about contributing to the design and engineering of your specialized timeseries data compression and decompression library. With expertise in C# .NET, and JavaScript, along with knowledge More
I understand from your description that you are looking for assistance towards designing and engineering an application specific library which will perform compression and decompression operations on timeseries data. I More
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