In-memory Analytics

In-Memory Analytics is a computational approach to data analysis in which processed data is stored and manipulated directly in the main memory of a computing system, enabling significantly faster query performance and real-time analytics compared to disk-based storage methods.

Publications

3.1K

Citations

281

Authors

Institutions

Publications per year

2017–2026

Parents

Cloud-based Analytics

Publications

A common database approach for OLTP and OLAP using an in-memory column database

Hasso Plattner · 2009 · 345 citations

Computing, Computer Science, Information Systems +16

Practical Near-Data Processing for In-Memory Analytics Frameworks

Mingyu Gao, Grant Ayers, Christos Kozyrakis · 2015 · 272 citations

Computing, Computer Engineering, Computer Science +17

HRL: Efficient and flexible reconfigurable logic for near-data processing

Mingyu Gao, Christos Kozyrakis · 2016 · 191 citations · Full text

Engineering, Computer Engineering, Computer Science +17

aroma.affymetrix: A generic framework in R for analyzing small to very large Affymetrix data sets in bounded memory

Henrik Bengtsson, Ken Simpson, James W. Bullard et al. · UC Berkeley · 2008 · 153 citations

Computing, Bioinformatics, Computer Science +11

Oracle Database In-Memory: A dual format in-memory database

Tirthankar Lahiri, Shasank Chavan, Maria Colgan et al. · 2015 · 111 citations

Computing, Computer Science, Data Management +11

1–5 of 70

Authors

281

AJ
Ahsan Javed Awan
KTH Royal Institute of Technology, Sweden
3 publications · 75 citations
3
h-index
ZZ
Zuyu Zhang
Inha University, South Korea
3 publications · 76 citations
3
h-index
VV
Vladimir Vlassov
KTH Royal Institute of Technology, Sweden
3 publications · 75 citations
3
h-index
JZ
Jian-Qiao Zhu
University of Warwick, United Kingdom
3 publications · 76 citations
3
h-index
MB
Mats Brorsson
KTH Royal Institute of Technology, Sweden
3 publications · 75 citations
3
h-index

1–5 of 281

Institutions

1–8 of 82

Venues

Proceedings of the VLDB Endowment
PVLDB · 13 publications · 322 citations
12
h-index
Communications of the Association for Information Systems
CAIS · 1 publications · 47 citations
1
h-index
HAL (Le Centre pour la Communication Scientifique Directe)
Repository · 1 publications · 29 citations
1
h-index
mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich)
Repository · 1 publications · 32 citations
1
h-index
Cluster Computing
1 publications · 36 citations
1
h-index

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