FCLQC: fast and concurrent lossless quality scores compressor

Background Advances in sequencing technology have drastically reduced sequencing costs. As a result, the amount of sequencing data increases explosively. Since FASTQ files (standard sequencing data formats) are huge, there is a need for efficient compression of FASTQ files, especially quality scores. Several quality scores compression algorithms are recently proposed, mainly focused on lossy compression to boost the compression rate further. However, for clinical applications and archiving purposes, lossy compression cannot replace lossless compression. One of the main challenges for lossless compression is time complexity, where it takes thousands of seconds to compress a 1 GB file. Also, there are desired features for compression algorithms, such as random access. Therefore, there is a need for a fast lossless compressor with a reasonable compression rate and random access functionality. Results This paper proposes a Fast and Concurrent Lossless Quality scores Compressor (FCLQC) that supports random access and achieves a lower running time based on concurrent programming. Experimental results reveal that FCLQC is significantly faster than the baseline compressors on compression and decompression at the expense of compression ratio. Compared to LCQS (baseline quality score compression algorithm), FCLQC shows at least 31x compression speed improvement in all settings, where a performance degradation in compression ratio is up to 13.58% (8.26% on average). Compared to general-purpose compressors (such as 7-zip), FCLQC shows 3x faster compression speed while having better compression ratios, at least 2.08% (4.69% on average). Moreover, the speed of random access decompression also outperforms the others. The concurrency of FCLQC is implemented using Rust; the performance gain increases near-linearly with the number of threads. Conclusion The superiority of compression and decompression speed makes FCLQC a practical lossless quality score compressor candidate for speed-sensitive applications of DNA sequencing data. FCLQC is available at https://github.com/Minhyeok01/FCLQC and is freely available for non-commercial usage.

Analisa Isolasi Pipa Generator Mesin Stirling Tipe Alpha Sudut Fasa 180°

This research is a development of previous research, where in the previous research, a design innovation was carried out on an alpha-type stirling engine by making the phase angle to 180o, with the aim of reducing the effect when the cold cylinder is compressed, because the phase angle currently used is (90o) with disadvantages, namely the cold cylinder is perpendicular to the top, so that the compression process against gravity. But in previous studies, the generator pipe was too long, causing a lot of energy or heat loss (heat loss) so that the compression speed was small. So that in the research, innovated and analyzed the pipe insulation of alpha-type stirling engine generators, alpha-type stirling engines, 180o phase angle. The research method used is to use the thermodynamic approach with Schmidt theory and the theory of the ideal cycle stirling engine. while the simulation is done using the Ideal Stirling Cycle Calculator. Results investigated shows that providing insulation on the generator pipes of an alpha-type stirling engine for an alpha-type stirling engine with a 180o phase angle is proven to reduce a lot of energy or heat loss (heat loss) due to too long generator pipes, with a heat loss value ratio of 226.66 W for the pipe. generator that uses insulation whose value is smaller than the value of the heat loss when the generator pipe without using isocation is 1,584.12 W.

Secure Encryption then Compression Systems using Encryption Algorithms

A new grayscale-based block scrambling image encryption algorithm is introduced to enhance the security of Encryption-then-Compression (EtC) systems, which are used to securely transmit images over an untrusted channel provider. This algorithm is designed to improve the security of Encryption-then-Compression (EtC) systems. A smaller block size and a greater number of blocks are possible with the proposed scheme in comparison to the new encryption system. In spite of the fact that the original image contains three colour channels, photos encrypted using the suggested approach contain less colour information because grayscale images are used to encrypt the information. These features, among other things, improve security against threats such as jigsaw puzzle solvers and brute-force assaults, among others. Apart from that, even though the encrypted photos do not contain any colour information, it allows for colour sub-sampling, which can increase the compression speed of the photos. In an experiment, encrypted photos were uploaded to and then downloaded from social networking sites, and the results revealed that the suggested approach is successful for ETC systems while still maintaining excellent compression performance by utilising advanced compression algorithms.

Experimental study on molding technology for a mixture of corn straw and cow manure

To improve the comprehensive utilization of planting and breeding waste resources, corn straw and cow manure were used as raw materials for exploring the molding process parameters for preparing agricultural fertilizers via compression after mixing. The pressure, compression speed, and holding time were the experimental factors, while the block drainage, compression ratio, and dimensional stability were used as evaluation indicators. This study analyzed the influence of various factors on the quality evaluation index of the formed blocks. The results show that the best factor ranges were as follows: a pressure of 15 kN to 24 kN, a compression speed of 200 mm/min to 400 mm/min, and a holding time of 30 s to 60 s. A ternary quadratic regression and rotating-combination test design was used to optimize the combination of forming parameters as well as performing test verification. The formed block yielded the following results: a block drainage of 6.29%, a compression ratio of 3.37, a dimensional stability of 86.5%, a pressure of 23.9 kN, a compression speed of 276 mm/min, and a holding time of 53.1 s. These results can provide a reference for the molding process and equipment development of corn straw and cow manure mixed fertilizer.

Over the head and lateral position technique for cardiopulmonary resuscitation: which one is better?

Background: A high rate of cardiac arrest requires high-quality CPR. A valuable CPR rescuer has lower success than two or more rescuers, especially with the use of BVM. There is a complexity encountered with lateral CPR position as a commonly used position, which is the difficulty of position movement from compression to ventilation. On the other hand, Over the Head CPR position is used as an alternative position, which is considered more effective than a lateral position. It is also considered to be able to overcome the obstacles found in CPR with a single rescuer using BVM ventilation in the lateral position so that study is required to compare the quality of CPR between the two CPR positions.Technique: The quality of CPR between Over the Head position CPR and Lateral position CPR is compared. The technique testing was carried out on 24 students using a mannequin. CPR quality components include compression ratios: ventilation, speed, depth, hand placement, chest recoil, and the amount of time of chest compression interruption were observed strictly. The overall CPR quality score, particularly in terms of compression speed and the minimum interruption time of chest compression on Over the Head position, is better than lateral position CPR.Conclusion: Over the Head position, CPR significantly produces a better quality of CPR than Lateral position CPR.