* Remote execution command is now packed using base64 encoded bzip2. This means that big environments (app. 250 KB) can be transferred. This change makes remote execution alpha quality.
* GNU Parallel was cited in: SlideToolkit: An Assistive Toolset for the Histological Quantification of Whole Slide Images http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0110289
* GNU Parallel was cited in: Improving Energy and Performance with Spintronics Caches in Multicore Systems http://link.springer.com/chapter/10.1007/978-3-319-14313-2_24
* GNU Parallel was cited in: Distinguishing cause from effect using observational data: methods and benchmarks http://arxiv-web3.library.cornell.edu/pdf/1412.3773.pdf
* GNU Parallel was cited in: Data Science at the Command Line http://cdn.oreillystatic.com/oreilly/booksamplers/9781491947852_sampler.pdf
* GNU Parallel was cited in: Resolution of Genetic Map Expansion Caused by Excess Heterozygosity in Plant Recombinant Inbred Populations http://www.g3journal.org/content/4/10/1963.full.pdf
* GNU Parallel was cited in: Bayesian Inference of Protein Structure from Chemical Shift Data https://peerj.com/preprints/692v1.pdf
* GNU Parallel was cited in: Clonal interference and Mullerʼs ratchet in spatial habitats http://iopscience.iop.org/1478-3975/11/5/056003
* GNU Parallel was cited in: Web-scale content reuse detection ftp://info.isi.edu/isi-pubs/tr-692.pdf
* GNU Parallel was cited in: Computação Verde na Camada de Aplicação https://linux.ime.usp.br/~tpaiva/mac0499/files/monografia.pdf
* GNU Parallel was cited in: Frameshift alignment: statistics and post-genomic applications http://bioinformatics.oxfordjournals.org/content/30/24/3575.full.pdf+html
* GNU Parallel was cited in: Towards Recommender Engineering Tools and Experiments for Identifying Recommender Differences http://elehack.net/research/thesis/mde-thesis.pdf
* GNU Parallel was cited in: Speaker Environment Classification Using Rhythm Metrics in Levantine Arabic Dialect http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6923918
* GNU Parallel was cited in: A Formal Proof Of The Kepler Conjecture http://arxiv.org/pdf/1501.02155.pdf
* GNU Parallel was cited in: Allocation Policy Analysis for Cache Coherence Protocols for STT-MRAM-based caches http://conservancy.umn.edu/bitstream/handle/11299/169362/Nandkar_umn_0130M_15551.pdf
* GNU Parallel was cited in: Using Trusted Platform Module for securing virtual environment access in Cloud http://dar.aucegypt.edu:8080/bitstream/handle/10526/4237/Using%20Trusted%20Platform%20Module%20for%20Securing%20Virtual%20Environment%20Access%20in%20Cloud.pdf
* GNU Parallel was cited in: Weakly Supervised Learning for Compositional Sentiment Recognition http://computerlinguist.org/static/downloads/ma-thesis/Master_Thesis-Michael_Haas-Weakly_Supervised_Learning_for_Compositional_Sentiment_Recognition.pdf
* GNU Parallel was cited in: Agility and Performance in Elastic Distributed Storage http://dl.acm.org/citation.cfm?id=2668129
* GNU Parallel was used (unfortunately without citation) in: Large Scale Author Name Disambiguation in Digital Libraries http://semanticommunity.info/@api/deki/files/31523/P227_3546.pdf
* GNU Parallel is used in BEDOPS: https://media.readthedocs.org/pdf/bedops/v2p5p0/bedops.pdf
* Job ad asking for GNU Parallel skills: http://www.aplitrak.com/?adid=dXMzMTYxMjQuMzg0MTkuMTU1MEBtYW5wb3dlcmZveG5hLmFwbGl0cmFrLmNvbQ#sthash.kYCIhhty.KcoT6HnJ.dpbs
GNU Parallel is a shell tool for executing jobs in parallel using one or more computers. A job is can be a single command or a small script that has to be run for each of the lines in the input. The typical input is a list of files, a list of hosts, a list of users, a list of URLs, or a list of tables. A job can also be a command that reads from a pipe. GNU Parallel can then split the input and pipe it into commands in parallel.
If you use xargs and tee today you will find GNU Parallel very easy to use as GNU Parallel is written to have the same options as xargs. If you write loops in shell, you will find GNU Parallel may be able to replace most of the loops and make them run faster by running several jobs in parallel. GNU Parallel can even replace nested loops.
GNU Parallel makes sure output from the commands is the same output as you would get had you run the commands sequentially. This makes it possible to use output from GNU Parallel as input for other programs.
GNU sql aims to give a simple, unified interface for accessing databases through all the different databases' command line clients. So far the focus has been on giving a common way to specify login information (protocol, username, password, hostname, and port number), size (database and table size), and running queries.
GNU niceload slows down a program when the computer load average (or other system activity) is above a certain limit. When the limit is reached the program will be suspended for some time. If the limit is a soft limit the program will be allowed to run for short amounts of time before being suspended again. If the limit is a hard limit the program will only be allowed to run when the system is below the limit.
