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Manish Mehta 0002

dblp:90/243 · DBLP profile ↗
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9ranked-venue papers
6as first author
0since 2021 · last 1997
0009-0007-5691-8880ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Databases, data management, data science and information retrieval · 9 · 6 first-authorArtificial intelligence and machine learning · 2 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
8 papers
Data mining · 38% Database system architecture and tuning · 37% Distributed and cloud data management · 11%
Computer architecture, parallel and distributed computing, and storage systems
3 papers
Parallel and multicore computing · 100%

Topics — the 17 heaviest of 18, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Database system architecture and tuning
parallel database system
0.021997
Data Placement in Shared-Nothing Parallel Database Systems · VLDB J. 1997
Managing Intra-operator Parallelism in Parallel Database Systems · VLDB 1995
Distributed and cloud data management
data placement
0.011997
Data Placement in Shared-Nothing Parallel Database Systems · VLDB J. 1997
Data mining › predictive modeling
classification
0.011996
SPRINT: A Scalable Parallel Classifier for Data Mining · VLDB 1996
Data mining
data mining system
0.011996
The Quest Data Mining System · KDD 1996
Parallel and multicore computing
parallel algorithms
0.011996
SPRINT: A Scalable Parallel Classifier for Data Mining · VLDB 1996
Parallel and multicore computing › parallel data mining
parallel classification
0.011996
SPRINT: A Scalable Parallel Classifier for Data Mining · VLDB 1996
Data mining › predictive modeling › classification › decision tree learning
decision tree pruning
0.011995
MDL-Based Decision Tree Pruning · KDD 1995
Data mining
pattern mining
0.011995
MDL-Based Decision Tree Pruning · KDD 1995
Database system architecture and tuning
database tuning
0.011994
Towards Automated Performance Tuning for Complex Workloads · VLDB 1994
Database system architecture and tuning › workload management
batch scheduling
0.011993
Batch Scheduling in Parallel Database Systems · ICDE 1993
Indexing and storage engines › storage management
memory management
0.011993
Dynamic Memory Allocation for Multiple-Query Workloads · VLDB 1993
Query processing and optimization
query scheduling
0.011993
Batch Scheduling in Parallel Database Systems · ICDE 1993
Database system architecture and tuning › parallel database system
shared-nothing architecture
0.011997
Data Placement in Shared-Nothing Parallel Database Systems · VLDB J. 1997
Parallel and multicore computing
parallel query processing
0.011995
Managing Intra-operator Parallelism in Parallel Database Systems · VLDB 1995
Database system architecture and tuning
workload management
0.011994
Towards Automated Performance Tuning for Complex Workloads · VLDB 1994
Query processing and optimization
multi-query optimization
0.011993
Dynamic Memory Allocation for Multiple-Query Workloads · VLDB 1993
Parallel and multicore computing › parallel computing
parallel database systems
0.011993
Batch Scheduling in Parallel Database Systems · ICDE 1993

Methods — techniques the papers use, named apart from their topics

simulation · 0.0analytical modeling · 0.0minimum description length · 0.0automated tuning · 0.0
YearPublicationVenuePosition
1997 Data Placement in Shared-Nothing Parallel Database Systems
Manish Mehta 0002, David J. DeWitt
VLDB J.1
1996 SLIQ: A Fast Scalable Classifier for Data Mining
Manish Mehta 0002, Rakesh Agrawal 0001, Jorma Rissanen
EDBT1
1996 The Quest Data Mining System
Rakesh Agrawal 0001, Manish Mehta 0002, John C. Shafer, Ramakrishnan Srikant, Andreas Arning, Toni Bollinger
KDD2
1996 SPRINT: A Scalable Parallel Classifier for Data Mining
John C. Shafer, Rakesh Agrawal 0001, Manish Mehta 0002
VLDB3
1995 MDL-Based Decision Tree Pruning
Manish Mehta 0002, Jorma Rissanen, Rakesh Agrawal 0001
KDD1
1995 Managing Intra-operator Parallelism in Parallel Database Systems
Manish Mehta 0002, David J. DeWitt
VLDB1
1994 Towards Automated Performance Tuning for Complex Workloads
Kurt P. Brown, Manish Mehta 0002, Michael J. Carey 0001, Miron Livny
VLDB2
1993 Batch Scheduling in Parallel Database Systems
abstract
Many techniques for query scheduling in a parallel database system schedule a single query at a time. The scheduling of queries for parallel database systems by dividing the workload into batches is investigated. Scheduling algorithms that exploit the common operations within the queries in a batch are proposed. The performance of the proposed algorithms is studied using a simple analytical model and a detailed simulation model. It is shown that batch scheduling can provide significant savings compared to single query scheduling for a variety of system and workload parameters.>
Manish Mehta 0002, Valery Soloviev, David J. DeWitt
ICDE1
1993 Dynamic Memory Allocation for Multiple-Query Workloads
Manish Mehta 0002, David J. DeWitt
VLDB1