Femur: A Flexible Framework for Fast and Secure Querying from Public Key-Value Store

Authors: Zhang, Jiaoyi, Peng, Liqiang, Sha, Mo, Liu, Weiran, Li, Xiang, Wang, Sheng, Li, Feifei, Gao, Mingyu, Zhang, Huanchen

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Databases

Access URL: http://arxiv.org/abs/2503.05376

OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing

Authors: Hui, Yulong, Liu, Yihao, Lu, Yao, Zhang, Huanchen

Subject Terms: Computer Science - Computation and Language, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2503.02603

Intra-Query Runtime Elasticity for Cloud-Native Data Analysis

Authors: Zhang, Xukang, Zhang, Huanchen, Meng, Xiaofeng

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2502.18184

Debunking the Myth of Join Ordering: Toward Robust SQL Analytics

Authors: Zhao, Junyi, Su, Kai, Yang, Yifei, Yu, Xiangyao, Koutris, Paraschos, Zhang, Huanchen

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2502.15181

GORAM: Graph-oriented ORAM for Efficient Ego-centric Queries on Federated Graphs

Authors: Fan, Xiaoyu, Chen, Kun, Yu, Jiping, Zhu, Xiaowei, Chen, Yunyi, Zhang, Huanchen, Xu, Wei

Subject Terms: Computer Science - Databases, Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2410.02234

UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document Analysis

Authors: Hui, Yulong, Lu, Yao, Zhang, Huanchen

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2406.15187

ReaLHF: Optimized RLHF Training for Large Language Models through Parameter Reallocation

Authors: Mei, Zhiyu, Fu, Wei, Li, Kaiwei, Wang, Guangju, Zhang, Huanchen, Wu, Yi

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.14088

Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing

Authors: Qiao, Yiming, Gao, Yihan, Zhang, Huanchen

Source: PVLDB, 17(10): 2528 - 2540, 2024

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2406.13107

REncoder: A Space-Time Efficient Range Filter with Local Encoder

Authors: Wang, Ziwei, Zhong, Zheng, Guo, Jiarui, Wu, Yuhan, Li, Haoyu, Yang, Tong, Tu, Yaofeng, Zhang, Huanchen, Cui, Bin

Source: 2023 IEEE 39th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2023 IEEE 39th International Conference on. :2036-2049 Apr, 2023

Relation: 2023 IEEE 39th International Conference on Data Engineering (ICDE)

HotRAP: Hot Record Retention and Promotion for LSM-trees with Tiered Storage

Authors: Qiu, Jiansheng, Yuan, Fangzhou, Gao, Mingyu, Zhang, Huanchen

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2402.02070

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native

Authors: Lu, Yao, Bian, Song, Chen, Lequn, He, Yongjun, Hui, Yulong, Lentz, Matthew, Li, Beibin, Liu, Fei, Li, Jialin, Liu, Qi, Liu, Rui, Liu, Xiaoxuan, Ma, Lin, Rong, Kexin, Wang, Jianguo, Wu, Yingjun, Wu, Yongji, Zhang, Huanchen, Zhang, Minjia, Zhang, Qizhen, Zhou, Tianyi, Zhuo, Danyang

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2401.12230

SALI: A Scalable Adaptive Learned Index Framework based on Probability Models

Authors: Ge, Jiake, Zhang, Huanchen, Shi, Boyu, Luo, Yuanhui, Guo, Yunda, Chai, Yunpeng, Chen, Yuxing, Pan, Anqun

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2308.15012

Cost-Intelligent Data Analytics in the Cloud

Authors: Zhang, Huanchen, Liu, Yihao, Yan, Jiaqi

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2308.09569

SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores

Authors: Mei, Zhiyu, Fu, Wei, Gao, Jiaxuan, Wang, Guangju, Zhang, Huanchen, Wu, Yi

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.16688

LeCo: Lightweight Compression via Learning Serial Correlations

Authors: Liu, Yihao, Zeng, Xinyu, Zhang, Huanchen

Subject Terms: Computer Science - Databases, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.15374

An Empirical Evaluation of Columnar Storage Formats

Authors: Zeng, Xinyu, Hui, Yulong, Shen, Jiahong, Pavlo, Andrew, McKinney, Wes, Zhang, Huanchen

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2304.05028

Proteus: A Self-Designing Range Filter

Authors: Knorr, Eric R., Lemaire, Baptiste, Lim, Andrew, Luo, Siqiang, Zhang, Huanchen, Idreos, Stratos, Mitzenmacher, Michael

Source: SIGMOD'22: Proceedings of the 2022 International Conference on Management of Data, June 2022, 1670-1684

Subject Terms: Computer Science - Databases, Computer Science - Data Structures and Algorithms, Computer Science - Machine Learning, F.2.m, H.3.3

Access URL: http://arxiv.org/abs/2207.01503

Efficient Query Re-optimization with Judicious Subquery Selections

Authors: Zhao, Junyi, Zhang, Huanchen, Gao, Yihan

Source: Proc. ACM Manag. Data 1, 2, Article 185 (June 2023), 26 pages

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2202.12535

Order-Preserving Key Compression for In-Memory Search Trees

Authors: Zhang, Huanchen, Liu, Xiaoxuan, Andersen, David G., Kaminsky, Michael, Keeton, Kimberly, Pavlo, Andrew

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2003.02391

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