DBScholar

Back to papers

Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach

Summary: Experimental reevaluation of hardware-conscious and hardware-oblivious main-memory hash joins on Intel Xeon Phi, contrasting them with CPUs. Xeon Phi’s SIMD/many-core architecture changes optimization effects—and lets hardware-oblivious joins win across a broad parameter range. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11364
Venue
VLDB
Year
2015
Pagerank
7.4172582e-05
Overall Rank
3,435 | 76.44%
DOI
10.14778/2735703.2735704

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{jha_vldb15,
        title = {{Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach}},
        author = {Jha, Saurabh and He, Bingsheng and Lu, Mian and Cheng, Xuntao and Huynh, Huynh Phung},
        journal = {PVLDB},
        series = {{VLDB} '15},
        volume = {8},
        number = {6},
        pages = {642--653},
        doi = {10.14778/2735703.2735704},
        url = {https://doi.org/10.14778/2735703.2735704},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
634 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD 0.00015533814
1,265 An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory 2016 SIGMOD 0.00011415709
2,649 Asynchronous Memory Access Chaining 2016 VLDB 8.2926258e-05
2,713 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 8.2122726e-05
2,848 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 8.0538815e-05
3,895 The Case For Heterogeneous HTAP 2017 CIDR 7.0416054e-05
4,376 Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources 2017 VLDB 6.7364442e-05
4,535 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 6.6419266e-05
4,840 FPGA-based Data Partitioning 2017 SIGMOD 6.483442e-05
5,206 BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures 2019 SIGMOD 6.3180444e-05
6,003 ThunderRW: An In-Memory Graph Random Walk Engine 2021 VLDB 6.0130964e-05
8,238 Interleaved Multi-Vectorizing 2020 VLDB 5.4599422e-05
8,636 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 5.3954959e-05
12,044 Efficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi Processor 2016 SIGMOD 5.093636e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
29 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00052093615
209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024932174
252 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023242719
360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020182846
631 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015591241
678 Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort 2010 SIGMOD 0.00015061068
912 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013269804
2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0991487e-05
4,085 Deployment of Query Plans on Multicores 2015 VLDB 6.9149518e-05
4,478 OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures 2013 VLDB 6.6789258e-05
5,831 Operation-Aware Buffer Management in Flash-based Systems 2011 SIGMOD 6.0733385e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 152 Multiprocessor Hash-Based Join Algorithms 1985 VLDB
2 2,470 Hash-Based Join Algorithms for Multiprocessor Computers with Shared Memory 1990 VLDB
3 634 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD
4 9,939 Is FPGA Useful for Hash Joins? Exploring Hash Joins on Coupled CPU-FPGA Architecture 2020 CIDR
5 2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB
6 252 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB
7 5,515 FPGA-based Multithreading for In-Memory Hash Joins 2015 CIDR
8 209 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB
9 12,044 Efficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi Processor 2016 SIGMOD
10 360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD