A new golden age for computer architecture

TL;DR: Wang et al. as discussed by the authors ported and optimized UCSF DOCK3.7 on the Sunway TaihuLight supercomputer and presented a new binary file format to replace the mol2db2 file format for ligand storage and adopt xzip rather than gzip to compress ligand files.

TL;DR: This paper incorporates the posit data type into the high-level synthesis (HLS) design process, so that it can generate the acrfull RTL implementation directly from a given behavioral specification, but using posit numbers instead of the classical floating-point notations.

TL;DR: Effortless locality on data systems using relational fabric achieves efficient analytics without data duplication or layout conversion.

TL;DR: This study evaluates the efficiency of RISC-V's RVV extension for Approximate Nearest Neighbors (ANN) algorithms, optimizing them for parallelization and identifying the best configuration for maximum theoretical performance on RISC-V processors.

TL;DR: Integrated circuits will lead to such wonders as home computers or at least terminals connected to a central computer, automatic controls for automobiles, and personal portable communications equipment as mentioned in this paper. But the biggest potential lies in the production of large systems.

TL;DR: The future of integrated electronics is the future of electronics itself, and the advantages of integration will bring about a proliferation of electronics, pushing this science into many new areas.

TL;DR: Integrated circuits will lead to such wonders as home computers or at least terminals connected to a central computer, automatic controls for automobiles, and personal portable communications equipment as discussed by the authors. But the biggest potential lies in the production of large systems.

TL;DR: This paper evaluates a custom ASIC-called a Tensor Processing Unit (TPU)-deployed in datacenters since 2015 that accelerates the inference phase of neural networks (NN) and compares it to a server-class Intel Haswell CPU and an Nvidia K80 GPU, which are contemporaries deployed in the samedatacenters.