134 citations · 388 across the 24 of their papers we have counts for
6 papers · 1 filter
RumbleML: program the lakehouse with JSONiq
Ghislain Fourny, David Dao, Can Berker Cikis +2
Lakehouse systems have reached in the past few years unprecedented size and heterogeneity and have been embraced by many industry players. However, they are often difficult to use…
How to use Persistent Memory in your Database
Dimitrios Koutsoukos, Raghav Bhartia, Ana Klimovic +1
Persistent or Non Volatile Memory (PMEM or NVM) has recently become commercially available under several configurations with different purposes and goals. Despite the attention to…
From Research to Proof-of-Concept: Analysis of a Deployment of FPGAs on a Commercial Search Engine
Fabio Maschi, Gustavo Alonso, Anthony Hock-Koon +4
FPGAs are quickly becoming available in the cloud as a one more heterogeneous processing element complementing CPUs and GPUs. There are many reports in the literature showing the p…
Farview: Disaggregated Memory with Operator Off-loading for Database Engines
Dario Korolija, Dimitrios Koutsoukos, Kimberly Keeton +3
Cloud deployments disaggregate storage from compute, providing more flexibility to both the storage and compute layers. In this paper, we explore disaggregation by taking it one st…
Towards Demystifying Serverless Machine Learning Training
Jiawei Jiang, Shaoduo Gan, Yue Liu +6
The appeal of serverless (FaaS) has triggered a growing interest on how to use it in data-intensive applications such as ETL, query processing, or machine learning (ML). Several sy…
Evaluating Query Languages and Systems for High-Energy Physics Data [Extended Version]
Dan Graur, Ingo Müller, Mason Proffitt +3
In the domain of high-energy physics (HEP), query languages in general and SQL in particular have found limited acceptance. This is surprising since HEP data analysis matches the S…