EvidenceLake: AI-Guided Evidence-Preserving Tiered Storage and Query Planning for High-Cardinality Cloud Observability Data

Authors: Gullapalli, Sneha

Source: 2026 5th International Conference on Electronics Representation and Algorithm (ICERA) Electronics Representation and Algorithm (ICERA), 2026 5th International Conference on. :610-614 Jul, 2026

Relation: 2026 5th International Conference on Electronics Representation and Algorithm (ICERA)

ASAPQuery: A Drop-in Sketch-based Query Accelerator for Netflow Analytics

Authors: Akkihal, Akanksha, Srivastava, Milind, Sekar, Vyas

Source: Proceedings of the ACM SIGCOMM 2026 Conference. :2256-2258

Availability: http://dl.acm.org/doi/10.1145/3789240.3830300

PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees

Authors: Zhu, Yuxuan, Jin, Tengjun, Baziotis, Stefanos, Zhang, Chengsong, Mendis, Charith, Kang, Daniel

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-28

Availability: http://dl.acm.org/doi/10.1145/3725335

FAAQP: Fast and Accurate Approximate Query Processing based on Bitmap-augmented Sum-Product Network

Authors: Zhang, Hanbing, Jing, Yinan, He, Zhenying, Zhang, Kai, Wang, X. Sean

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-26

Availability: http://dl.acm.org/doi/10.1145/3725292

Approximating Opaque Top-k Queries

Authors: Chang, Jiwon, Nargesian, Fatemeh

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-25

Availability: http://dl.acm.org/doi/10.1145/3725266

Quantile Estimation with Duplicates

Authors: Xia, Tianrui, Chen, Ziling, Song, Shaoxu

Source: Proceedings of the ACM on Management of Data - PACMMOD. 4(1 (SIGMOD)):1-27

Availability: http://dl.acm.org/doi/10.1145/3786683

On Efficient Approximate Aggregate Nearest Neighbor Queries over Learned Representations

Authors: Wang, Carrie, Amer-Yahia, Sihem, Lakshmanan, Laks V.S., Cheng, Reynold

Source: Proceedings of the ACM on Management of Data - PACMMOD. 4(1 (SIGMOD)):1-26

Availability: http://dl.acm.org/doi/10.1145/3786672

Federated Approximate Query Processing Based on Deep Models

Authors: Xie, Yutong, Ma, Qingzhi, Zhao, Lei, Liu, An

Source: Proceedings of the 34th ACM International Conference on Information and Knowledge Management. :3530-3539

Availability: http://dl.acm.org/doi/10.1145/3746252.3761358

DLAQP: A Data Lake-Based Healthcare Approximate Query Processing Framework

Authors: Guo, Jiaxu, Liu, Tianyi, Wen, Kaijun, Xia, Chao, Chao, Kun, Li, Jiahao

Source: 2025 6th International Conference on Computer Vision and Data Mining (ICCVDM) Computer Vision and Data Mining (ICCVDM), 2025 6th International Conference on. :407-413 Sep, 2025

Relation: 2025 6th International Conference on Computer Vision and Data Mining (ICCVDM)

Blinktopus: Enhancing Query Performance with Storage Views and Approximate Query Processing

Authors: Deshpande, Harshad

Source: 2025 World Skills Conference on Universal Data Analytics and Sciences (WorldSUAS) Universal Data Analytics and Sciences (WorldSUAS), 2025 World Skills Conference on. :1-9 Aug, 2025

Relation: 2025 World Skills Conference on Universal Data Analytics and Sciences (WorldSUAS)

Scalable Approximate Computing for Efficient Search in Satellite Remote Sensing Products Using Apache Spark

Authors: Alsalama, Ali, Kubba, Ahmed, Matraf, Ahmed Ba, Abul, Osman

Source: 2025 International Conference on Intelligent Digitization of Systems and Services (IDSS) Intelligent Digitization of Systems and Services (IDSS), 2025 International Conference on. :185-192 Aug, 2025

Relation: 2025 International Conference on Intelligent Digitization of Systems and Services (IDSS)

Synopsis-Alloyed Index for Exact and Approximate Query Processing

Authors: Takata, M., Yuasa, H., Goda, K.

Source: IEEE Access Access, IEEE. 14:6797-6806 2026

FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds

Authors: Huber, Aaron, Kennedy, Oliver, Rudra, Atri, Zhao, Zhuoyue, Feng, Su, Glavic, Boris

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(1):1-25

Availability: http://dl.acm.org/doi/10.1145/3709691

Insert-Optimized Implementation of Streaming Data Sketches

Authors: Pfeil, Pascal, Horn, Dominik, Polychroniou, Orestis, Erickson, George, Eng, Zhe Heng, Cai, Mengchu, Kraska, Tim

Source: Proceedings of the 21st International Workshop on Data Management on New Hardware. :1-8

Availability: http://dl.acm.org/doi/10.1145/3736227.3736238

CoDAQ: Congressional-Based Data Imputation for Aggregate Queries

Authors: Sharaf, Mohamed A., Kochunni, Nishi, Helal, Heba, Harrouss, Omar El

Source: 2025 IEEE International Conference on Big Data and Smart Computing (BigComp) BIGCOMP Big Data and Smart Computing (BigComp), 2025 IEEE International Conference on. :287-294 Feb, 2025

Relation: 2025 IEEE International Conference on Big Data and Smart Computing (BigComp)

Hippo: Accelerating Transaction Processing for Approximate Query Processing Engine with Sampling Semantics

Authors: Kawashima, Hideyuki

Source: 2024 Twelfth International Symposium on Computing and Networking Workshops (CANDARW) CANDARW Computing and Networking Workshops (CANDARW), 2024 Twelfth International Symposium on. :117-122 Nov, 2024

Relation: 2024 Twelfth International Symposium on Computing and Networking Workshops (CANDARW)

Reproducibility Report for ACM SIGMOD 2025 Paper: 'Approximating Opaque Top-k Queries'

Authors: Sanca, Viktor, Hui, Yujie

Source: Reproducibility Reports of the 2025 International Conference on Management of Data. :99-101

Availability: http://dl.acm.org/doi/10.1145/3785021.3788001

Approximate Query Processing under Updates

Authors: Dai, Binyang, Yi, Ke

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(6):1-25

Availability: http://dl.acm.org/doi/10.1145/3769760

Decentralized stratified sampling for low-latency approximate geospatial data stream processing in edge-cloud architectures

Authors: Al Jawarneh, Isam Mashhour^{Aff1, IDs10586026062191_cor1}, Felletti, Lorenzo^Aff2, Foschini, Luca^Aff2, Bellavista, Paolo^{Aff2, IDs10586026062191_cor2}

Source: Cluster Computing: The Journal of Networks, Software Tools and Applications. 29(10)

A Novel Approximate Computing Method for Efficient Search in Satellite Remote Sensing Products

Authors: Alsalama, Ali, Kubba, Ahmed, Alsmirat, Mohammad, Jawarneh, Isam Mashhour Al

Source: 2024 International Conference on Multimedia Computing, Networking and Applications (MCNA) Multimedia Computing, Networking and Applications (MCNA), 2024 International Conference on. :21-27 Sep, 2024

Relation: 2024 International Conference on Multimedia Computing, Networking and Applications (MCNA)