High performance gpu concurrent b+tree
WebLu Peng's 3 research works with 9 citations and 295 reads, including: High performance GPU concurrent B+tree. Lu Peng's research while affiliated with Louisiana State University and other places.
High performance gpu concurrent b+tree
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WebWe engineer a GPU implementation of a B-Tree that supports concurrent queries (point, range, and successor) and updates (insertions and deletions). Our B-tree outperforms the state of the art, a GPU log-structured merge tree (LSM) and a GPU sorted array. In particular, point and range queries are significantly faster than in a GPU LSM (the GPU ... WebSep 10, 2012 · Our B-Tree is {3.74x, 1.59x} faster than the GPU SA for batch sizes of {2 16 , 2 17 } respectively. As theory predicts, as the batch size increases, GPU LSM and GPU SA start to outperform...
WebApr 5, 2024 · Concurrent B+trees have been widely used in many systems from file systems to databases. With the requests expanding exponentially, the systems are facing … WebFeb 18, 2024 · We engineer a GPU implementation of a B-Tree that supports concurrent queries (point, range, and successor) and updates (insertions and deletions). Our B-tree outperforms the state of the art, a GPU log-structured …
WebGPU has shown its potential to accelerate concurrent B+trees performance. When many concurrent requests are processed, the conflicts should be detected and resolved. Prior methods guarantee the correctness of concurrent GPU B+trees through lock-based or software transactional memory (STM)-based approaches. WebSep 29, 2024 · In recent years, graphics processing units (GPUs) have been used to help improve B ^+ -trees for better search performance. The GPU contains more compute units compared with the CPU, and is able to execute instructions in a parallel way. These features provide an opportunity to accelerate B ^+ -trees operations.
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WebA fully concurrent GPU B-Tree that supports versioning (snapshots) and linearizable multipoint queries. Using our data structure and the tools we provide, you can launch one … how can i play pokemon tower defense in 2022Webconcurrent queries (point, range, and successor) and updates (insertions and deletions). Our B-tree outperforms the state of the art, a GPU log-structured merge tree (LSM) and a GPU sorted array. In particular, point and range queries are signicantly faster than in a GPU LSM (the GPU LSM does not implement successor queries). Furthermore, B ... how can i play power peteWebDOI: 10.1109/TPDS.2024.2942918 Corpus ID: 204085198; A High Throughput B+tree for SIMD Architectures @article{Zhang2024AHT, title={A High Throughput B+tree for SIMD Architectures}, author={Weihua Zhang and Zhaofeng Yan and Yuzhe Lin and Chuanlei Zhao and Lu Peng}, journal={IEEE Transactions on Parallel and Distributed Systems}, … how can i play pokemon on my computerWeb4.3 VoB-Tree and B-Tree concurrent insertion and range query rates . . . . . . . .61 4.4 Effect of varying the range query length on the concurrent insertion and range query rates when performing 5 million operations with an update ratio of 50%.62 how many people does the scg holdWebArrayFire is a high performance software library for parallel computing with an easy-to-use API. Its array based function set makes parallel programming simple. ArrayFire's multiple backends (CUDA…. v3.8.0 470 #cuda #open-cl #array-fire #compute. how many people does the o2 arena holdWebFor your organization to run effectively it is critical that you provide your end-users with technology that enables them to work in a way that is mobile, collaborative, and secure, so … how can i play re4 earlyWebSep 23, 2024 · Evaluations on a 28-core INTEL CPU show that Harmonia can achieve up to 207 million queries per second, which is about 1.7X faster than that of CPU-based HB+Tree, a recent state-of-the-art solution. And on a Volta TITAN V GPU, it can achieve up to 3.6 billion queries per second, which is about 3.4X faster than that of GPU-based HB+Tree. how can i play previous wordle games