MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores
Summary: Adaptive scheduling for transactional stream processing on multicore; MorphStream splits decisions into three dimensions and optimizes per-workload trade-offs. It delivers up to 3.4x throughput and 69% lower latency on dynamic, real-world workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yancan Mao
- 2. Jianjun Zhao
- 3. Shuhao Zhang
- 4. Haikun Liu
- 5. Volker Markl
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,286 | StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance | 2023 | VLDB | 5.5838392e-05 |
| 9,677 | Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving | 2025 | SIGMOD | 4.3047774e-05 |
| 10,030 | Perseus: Achieving Strong Consistency and High Data Freshness for Scalable Geo-distributed HTAP | 2026 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 86 | The End of an Architectural Era (It's Time for a Complete Rewrite) | 2007 | VLDB | 0.00052563276 |
| 288 | Storm @Twitter | 2014 | SIGMOD | 0.00028939871 |
| 600 | Linear Road: A Stream Data Management Benchmark | 2004 | VLDB | 0.0001938744 |
| 2,264 | S-Store: Streaming Meets Transaction Processing | 2015 | VLDB | 9.1575142e-05 |
| 2,985 | DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems | 2021 | VLDB | 7.7795847e-05 |
| 3,569 | S-Store: A Streaming NewSQL System for Big Velocity Applications | 2014 | VLDB | 6.9608969e-05 |
| 5,182 | Active Complex Event Processing over Event Streams | 2011 | VLDB | 5.6410216e-05 |
| 5,554 | Fast Failure Recovery for Main-Memory DBMSs on Multicores | 2017 | SIGMOD | 5.4390216e-05 |
| 5,657 | BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures | 2019 | SIGMOD | 5.3864606e-05 |
| 6,123 | Data Ingestion for the Connected World | 2017 | CIDR | 5.1991194e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,657 | BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures | 2019 | SIGMOD | 5.3864606e-05 |
| 6,759 | AStream: Ad-hoc Shared Stream Processing | 2019 | SIGMOD | 4.9352213e-05 |
| 6,476 | Parallel Index-based Stream Join on a Multicore CPU | 2020 | SIGMOD | 5.0496617e-05 |
| 10,043 | Accelerating Stream Processing Engines via Hardware Offloading | 2026 | SIGMOD | 4.1945683e-05 |
| 7,583 | Transaction Scheduling: From Conflicts to Runtime Conflicts | 2023 | SIGMOD | 4.7042034e-05 |
| 11,435 | Synchronization Schemas | 2021 | PODS | 4.1945683e-05 |
| 7,696 | Towards Optimal Transaction Scheduling | 2024 | VLDB | 4.6754222e-05 |
| 10,967 | Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model | 2024 | SIGMOD | 4.1945683e-05 |
| 4,488 | Analyzing Efficient Stream Processing on Modern Hardware | 2019 | VLDB | 6.145117e-05 |
| 4,453 | MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems | 2020 | VLDB | 6.1723632e-05 |