Debunking the 100X GPU vs. CPU myth: an evaluation of throughput computing on CPU and GPU

VW Lee, C Kim, J Chhugani, M Deisher, D Kim… - Proceedings of the 37th …, 2010 - dl.acm.org
Recent advances in computing have led to an explosion in the amount of data being
generated. Processing the ever-growing data in a timely manner has made throughput …

Kv-direct: High-performance in-memory key-value store with programmable nic

B Li, Z Ruan, W Xiao, Y Lu, Y Xiong, A Putnam… - Proceedings of the 26th …, 2017 - dl.acm.org
Performance of in-memory key-value store (KVS) continues to be of great importance as
modern KVS goes beyond the traditional object-caching workload and becomes a key …

Main-memory hash joins on multi-core CPUs: Tuning to the underlying hardware

C Balkesen, J Teubner, G Alonso… - 2013 IEEE 29th …, 2013 - ieeexplore.ieee.org
The architectural changes introduced with multi-core CPUs have triggered a redesign of
main-memory join algorithms. In the last few years, two diverging views have appeared. One …

Rethinking SIMD vectorization for in-memory databases

O Polychroniou, A Raghavan, KA Ross - Proceedings of the 2015 ACM …, 2015 - dl.acm.org
Analytical databases are continuously adapting to the underlying hardware in order to
saturate all sources of parallelism. At the same time, hardware evolves in multiple directions …

KMC 2: fast and resource-frugal k-mer counting

S Deorowicz, M Kokot, S Grabowski… - …, 2015 - academic.oup.com
Motivation: Building the histogram of occurrences of every k-symbol long substring of
nucleotide data is a standard step in many bioinformatics applications, known under the …

Multi-core, main-memory joins: sort vs. hash revisited

C Balkesen, G Alonso, J Teubner… - Proceedings of the VLDB …, 2013 - dl.acm.org
In this paper we experimentally study the performance of main-memory, parallel, multi-core
join algorithms, focusing on sort-merge and (radix-) hash join. The relative performance of …

Memory coherence in shared virtual memory systems

K Li, P Hudak - ACM Transactions on Computer Systems (TOCS), 1989 - dl.acm.org
The memory coherence problem in designing and implementing a shared virtual memory on
loosely coupled multiprocessors is studied in depth. Two classes of algorithms, centralized …

Hardware acceleration of database operations

J Casper, K Olukotun - Proceedings of the 2014 ACM/SIGDA …, 2014 - dl.acm.org
As the amount of memory in database systems grows, entire database tables, or even
databases, are able to fit in the system's memory, making in-memory database operations …

A study of the fundamental performance characteristics of GPUs and CPUs for database analytics

A Shanbhag, S Madden, X Yu - Proceedings of the 2020 ACM SIGMOD …, 2020 - dl.acm.org
There has been significant amount of excitement and recent work on GPU-based database
systems. Previous work has claimed that these systems can perform orders of magnitude …

Equihash: Asymmetric proof-of-work based on the generalized birthday problem

A Biryukov, D Khovratovich - Ledger, 2017 - ledgerjournal.org
Proof-of-work is a central concept in modern cryptocurrencies and denial-ofservice
protection tools, but the requirement for fast verification so far has made it an easy prey for …