Data Locality Management

Data Locality Management is a computational optimization strategy in edge serverless computing that governs the proximity and placement of function execution relative to data sources to minimize latency, bandwidth consumption, and data movement across distributed edge infrastructures.

110

Publications

6.6K

Citations

387

Authors

166

Institutions

Publications per year

2017–2026

Parents

Edge Serverless Computing

Publications

110

Mesos: a platform for fine-grained resource sharing in the data center

Benjamin Hindman, Andy Konwinski, Matei Zaharia et al. · UC Berkeley · 2011 · 1.6K citations

Computing, Computer Science, Computer Systems +17

Job Scheduling for Multi-User MapReduce Clusters

Matei Zaharia, Dhruba Borthakur, Joydeep Sen Sarma et al. · 2009 · 324 citations

Computing, Computer Science, Computer Systems +17

SpArch: Efficient Architecture for Sparse Matrix Multiplication

Zhekai Zhang, Hanrui Wang, Song Han et al. · 2020 · 257 citations

Engineering, Computer Engineering, Computer Science +17

Load Balancing and Data Locality in Adaptive Hierarchical N-Body Methods: Barnes-Hut, Fast Multipole, and Radiosity

Jaswinder Pal Singh, Chris Holt, Takao Totsuka et al. · Journal of Parallel and Distributed Computing · 1995 · 208 citations

Computing, Computer Science, High-performance Computing +14

Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce

Chao Liu, Hung‐Chih Yang, Jinliang Fan et al. · 2010 · 207 citations

Computing, Computer Science, Big Data Analytics +12

1–5 of 110

Authors

387

FF
Franz Franchetti
Carnegie Mellon University, United States
4 publications · 213 citations
4
h-index
PH
Paul H. J. Kelly
Imperial College London, United Kingdom
3 publications · 158 citations
3
h-index
NM
Naoya Maruyama
Tokyo Institute of Technology, Japan
3 publications · 157 citations
3
h-index
RH
Rehan Hameed
Stanford University, United States
3 publications · 231 citations
3
h-index
CK
Christos Kozyrakis
Stanford University, United States
3 publications · 231 citations
3
h-index

1–5 of 387

Institutions

166

1–8 of 166

Venues

Concurrency and Computation Practice and Experience
5 publications · 77 citations
5
h-index
IEEE Transactions on Parallel and Distributed Systems
TPDS · 3 publications · 133 citations
3
h-index
ACM SIGPLAN Notices
3 publications · 138 citations
3
h-index
Proceedings of the VLDB Endowment
PVLDB · 2 publications · 209 citations
2
h-index
arXiv (Cornell University)
Repository · 2 publications · 26 citations
2
h-index

1–5