This is a post asking for references, and soliciting problems and people interested in accelerated computing. I will add the big-list tag and make it community-wiki. If this interests you strongly, jump to the bottom for time-sensitive information.
I am looking for references on porting mathematical code to parallel-processing clusters. To limit the field, I am interested in implementing algorithms that do mainly integer arithmetic. Number theoretic functions, enumeration problems, integer invariants of structures, and so on. Ideally these are tested algorithms that are amenable to a simple rewrite using techniques from parallel programming, with a twist that GPUs will be used. (A lot of code using floating point already exists, mainly in the form of linear algebra libraries and the like. I am not so interested in those, but a well written paper that talks about implementation issues may be of interest.). So the first request is for papers by people who understand the mathematics and the computational issues involved in such ports explaining these issues to me, especially regarding multiprecision integer arithmetic done in parallel.
The second request is for open source software to port, or a description of an algorithm that is easy to implement and mathematically interesting to some research professionals (e.g. so that if I contribute to a research effort by this port, my name gets mentioned in a published journal) and is susceptible to substantial speed up on a parallel processing grid. Preferably this is software in active use.
To forestall certain kinds of suggestions, I am not interested in working on cryptocurrency or bitcoin mining or decryption algorithms. I am also not interested in the Syracuse problem or in finding Mersenne primes unless it is clear how a grid can be used for something other than embarrassing parallelism (look it up) on these problems. You can add them to the list, but I have a more selective list of criteria that I will use to consider applications to port.
Update 2019.05.16: One of my deadlines has passed. The paragraph below mostly holds, but you no longer need to be in the Bay Area to help out. I will divulge more in a future update, or to those who have an interest in helping now and contact me by email. I am still looking for answers to the questions above. End Update 2019.05.16.
I am putting together a team to attend a hackathon in the San Francisco Bay Area in mid July 2019. If you are moderately interested but unlikely to attend, you can email me and I will send you some information about the event and how you might find a similar event near you. If you are strongly interested , have a good chance of being in the Bay Area at the right time, and want to learn more about parallel programming, email me now for details and a chance to join the team. (My deadline is in a few days.) If you can't attend and don't want to learn but have a repo of code to port that fits in with my agenda, make a post below.
Gerhard "Did I Mention Free Food?" Paseman, 2019.05.11.