DBScholar

Back to papers

SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures

Summary: SABER is a window-based streaming engine for CPUs and GPUs, enabling data-parallel streaming SQL. Adaptive lookahead scheduling maps work to the device; pipelined CPU-GPU transfers hide movement, boosting throughput with low latency across windows. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h17de88cead381f36
Venue
SIGMOD
Year
2016
Pagerank
7.6392673e-05
Overall Rank
3,108 | 79.12%
DOI
10.1145/2882903.2882906

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{koliousis_sigmod16,
        title = {{SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures}},
        author = {Koliousis, Alexandros and Weidlich, Matthias and Fernandez, Raul Castro and Wolf, Alexander L. and Costa, Paolo and Pietzuch, Peter},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882906},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882906},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
2,287 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 8.691301e-05
3,923 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.919667e-05
4,919 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 6.3519157e-05
5,331 BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures 2019 SIGMOD 6.1770377e-05
6,125 Parallel Index-based Stream Join on a Multicore CPU 2020 SIGMOD 5.8761704e-05
6,270 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8275729e-05
6,444 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.7807677e-05
6,543 A Holistic View of Stream Partitioning Costs 2017 VLDB 5.7496377e-05
7,980 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.4120499e-05
9,209 Dalton: Learned Partitioning for Distributed Data Streams 2023 VLDB 5.2060149e-05
9,262 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.2032182e-05
9,292 AT-GIS: Highly Parallel Spatial Query Processing with Associative Transducers 2016 SIGMOD 5.2008018e-05
9,817 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 5.1233734e-05
10,089 ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems 2023 VLDB 5.0806786e-05
10,273 Darwin: Scale-In Stream Processing 2022 CIDR 5.0468382e-05
10,577 Enjima: A Resource-Adaptive Stream Processing System 2026 SIGMOD 4.9769913e-05
10,946 RayDB: Building Databases with Ray Tracing Cores 2026 VLDB 4.9769913e-05
11,136 Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB 2025 SIGMOD 4.9769913e-05
11,323 Improving Time Series Data Compression in Apache IoTDB 2025 VLDB 4.9769913e-05
11,351 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.9769913e-05
11,978 Klink: Progress-Aware Scheduling for Streaming Data Systems 2021 SIGMOD 4.9769913e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00053906051
218 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024379041
231 Storm @Twitter 2014 SIGMOD 0.00023830094
304 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00021598803
511 TelegraphCQ: Continuous Dataflow Processing 2003 SIGMOD 0.00017058115
594 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.00015816384
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014778299
775 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.0001407924
857 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013422539
970 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.00012776109
1,388 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010820564
2,124 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0041425e-05
2,532 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.3310895e-05
2,740 General Incremental Sliding-Window Aggregation 2015 VLDB 8.0682988e-05
3,160 S-Store: A Streaming NewSQL System for Big Velocity Applications 2014 VLDB 7.5773134e-05
3,202 Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS 2013 VLDB 7.5401819e-05
3,491 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 7.2586387e-05
5,771 IBM InfoSphere Streams for Scalable, Real-Time, Intelligent Transportation Services 2010 SIGMOD 5.9969505e-05
6,515 Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight 2010 VLDB 5.7569075e-05
6,937 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 5.6374298e-05
Previous Page 1 / 1 Next

Semantically Similar Papers