Profiling hyperscale big data processing

A Gonzalez, A Kolli, S Khan, S Liu, V Dadu… - Proceedings of the 50th …, 2023 - dl.acm.org
Computing demand continues to grow exponentially, largely driven by" big data" processing
on hyperscale data stores. At the same time, the slowdown in Moore's law is leading the …

A review on recent trends in query processing and optimization in big data

D Kumar, VK Jha - Wireless Personal Communications, 2022 - Springer
The new generation of information technology is exchanging a huge data and these data
should be process for analytical and visualization purposes. In most of our daily activities we …

Fully Digital, Standard-Cell-Based Multifunction Compute-in-Memory Arrays for Genome Sequencing

C Lanius, T Gemmeke - IEEE Transactions on Very Large Scale …, 2023 - ieeexplore.ieee.org
The rapid advancement in genome sequencing technology has led to a significant increase
in the number of genomic reads in recent years. Due to the immense size of reference …

Multi-function CIM array for genome alignment applications built with fully digital flow

C Lanius, T Gemmeke - 2022 IEEE Nordic Circuits and Systems …, 2022 - ieeexplore.ieee.org
With the advent of next generation genome sequencing machines, the number of genomic
reads has increased in the last few years. The assembly and alignment of the reads to …

Emerging accelerator platforms for data centers

MM Ozdal - IEEE Design & Test, 2017 - ieeexplore.ieee.org
EMERGING ACCELERATOR PLATFORMS FOR DATA CENTERS1 Muhammet Mustafa Ozdal
Computer Engineering Department Bilkent University Ankar Page 1 2168-2356 (c) 2017 IEEE …

Overview on hardware optimizations for database engines

A Ungethüm, D Habich, T Karnagel, S Haas, E Mier… - 2017 - dl.gi.de
The key objective of database systems is to efficiently manage an always increasing amount
of data. Thereby, a high query throughput and a low query latency are core requirements. To …

Application-specific architectures for energy-efficient database query processing and optimization

S Haas, S Scholze, S Höppner, A Ungethüm… - Microprocessors and …, 2017 - Elsevier
Data processing on a continuously growing volume of data and the increasing power
restrictions have become an ubiquitous challenge in our world today. Besides parallel …

[PDF][PDF] Analytical Query Processing Using Heterogeneous SIMD Instruction Sets

A Ungethüm - 2020 - qucosa.de
Numerous applications gather increasing amounts of data, which have to be managed and
queried. Different hardware developments help to meet this challenge. The growing capacity …

Beschleunigerarchitekturen zur energieeffizienten Datenbank-Anfrageverarbeitung in Mehrprozessorsystemen

S Haas - 2019 - tud.qucosa.de
Abstract (DE) Die Datenverarbeitung auf einer weltweit stetig wachsenden
Informationsmenge und die hohen Anforderungen an die Energieeffizienz der …

アウトオブオーダプロセッサのクリティカルパス解析に基づくボトルネック命令チェーン抽出手法の提案

谷本輝夫, 小野貴継, 井上弘士 - 研究報告システム・アーキテクチャ …, 2018 - ipsj.ixsq.nii.ac.jp
論文抄録 プロセッサ設計時にボトルネックとなりやすい命令チェーン情報があらかじめ分かれば,
より高速なプロセッサの設計に有用であると考えられる. 本論文では, アウトオブオーダプロセッサ …