# Conference

- [Index](https://sliu583.gitbook.io/blog/conference/index.md)
- [Stanford Graph Learning Workshop](https://sliu583.gitbook.io/blog/conference/index/stanford-graph-learning-workshop.md): https://snap.stanford.edu/graphlearning-workshop/
- [Overview of Graph Representation Learning](https://sliu583.gitbook.io/blog/conference/index/stanford-graph-learning-workshop/overview-of-graph-representation-learning.md)
- [NSDI 2022](https://sliu583.gitbook.io/blog/conference/index/nsdi-2022.md): https://www.usenix.org/conference/nsdi22/technical-sessions
- [OSDI 21](https://sliu583.gitbook.io/blog/conference/index/osdi-21.md)
- [Graph Embeddings and Neural Networks](https://sliu583.gitbook.io/blog/conference/index/osdi-21/graph-embeddings-and-neural-networks.md)
- [Data Management](https://sliu583.gitbook.io/blog/conference/index/osdi-21/data-management.md)
- [Storage](https://sliu583.gitbook.io/blog/conference/index/osdi-21/storage.md)
- [Preview](https://sliu583.gitbook.io/blog/conference/index/osdi-21/preview.md)
- [Optimizations and Scheduling for ML](https://sliu583.gitbook.io/blog/conference/index/osdi-21/optimizations-and-scheduling-for-ml.md)
- [Oort: Efficient Federated Learning via Guided Participant Selection](https://sliu583.gitbook.io/blog/conference/index/osdi-21/optimizations-and-scheduling-for-ml/oort-efficient-federated-learning-via-guided-participant-selection.md): https://www.usenix.org/conference/osdi21/presentation/lai
- [PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections](https://sliu583.gitbook.io/blog/conference/index/osdi-21/optimizations-and-scheduling-for-ml/pet-optimizing-tensor-programs-with-partially-equivalent-transformations-and-automated-corrections.md): https://www.usenix.org/conference/osdi21/presentation/wang
- [HotOS 21](https://sliu583.gitbook.io/blog/conference/index/hotos-21.md)
- [FlexOS: Making OS Isolation Flexible](https://sliu583.gitbook.io/blog/conference/index/hotos-21/flexos-making-os-isolation-flexible.md): https://sigops.org/s/conferences/hotos/2021/papers/hotos21-s05-lefeuvre.pdf
- [NSDI 21](https://sliu583.gitbook.io/blog/conference/index/nsdi-21.md)
- [Distributed System](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system.md)
- [Fault-Tolerant Replication with Pull-Based Consensus in MongoDB](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system/fault-tolerant-replication-with-pull-based-consensus-in-mongodb.md): https://www.usenix.org/conference/nsdi21/presentation/zhou
- [Ownership: A Distributed Futures System for Fine-Grained Tasks](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system/ownership-a-distributed-futures-system-for-fine-grained-tasks.md): https://www.usenix.org/conference/nsdi21/presentation/cheng
- [Caerus: NIMBLE Task Scheduling for Serverless Analytics](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system/caerus-nimble-task-scheduling-for-serverless-analytics.md): https://www.usenix.org/conference/nsdi21/presentation/zhang-hong
- [Ship Computer or Data? Why not both?](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system/ship-computer-or-data-why-not-both.md): https://www.usenix.org/conference/nsdi21/presentation/you
- [EPaxos Revisited](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system/epaxos-revisited.md): https://www.usenix.org/conference/nsdi21/presentation/tollman
- [MilliSort and MilliQuery: Large-Scale Data-Intensive Computing in Milliseconds](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/distributed-system/millisort-and-milliquery-large-scale-data-intensive-computing-in-milliseconds.md): https://www.usenix.org/conference/nsdi21/presentation/li-yilong
- [TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/untitled.md): https://www.usenix.org/conference/nsdi21/presentation/iyer
- [GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language](https://sliu583.gitbook.io/blog/conference/index/nsdi-21/gaia-a-system-for-interactive-analysis-on-distributed-graphs-using-a-high-level-language.md): https://www.usenix.org/conference/nsdi21/presentation/qian-zhengping
- [CIDR 21](https://sliu583.gitbook.io/blog/conference/index/cidr-21.md): http://cidrdb.org/cidr2021/index.html
- [Cerebro: A Layered Data Platform for Scalable Deep Learning](https://sliu583.gitbook.io/blog/conference/index/cidr-21/cerebro-a-layered-data-platform-for-scalable-deep-learning.md)
- [Magpie: Python at Speed and Scale using Cloud Backends](https://sliu583.gitbook.io/blog/conference/index/cidr-21/magpie-python-at-speed-and-scale-using-cloud-backends.md)
- [Lightweight Inspection of Data Preprocessingin Native Machine Learning Pipelines](https://sliu583.gitbook.io/blog/conference/index/cidr-21/lightweight-inspection-of-data-preprocessingin-native-machine-learning-pipelines.md)
- [Lakehouse: A New Generation of Open Platforms that UnifyData Warehousing and Advanced Analytics](https://sliu583.gitbook.io/blog/conference/index/cidr-21/lakehouse-a-new-generation-of-open-platforms-that-unifydata-warehousing-and-advanced-analytics.md)
- [MLSys 21](https://sliu583.gitbook.io/blog/conference/index/mlsys-21.md)
- [Chips and Compilers Symposium](https://sliu583.gitbook.io/blog/conference/index/mlsys-21/chips-and-compilers-symposium.md)
- [Support sparse computations in ML](https://sliu583.gitbook.io/blog/conference/index/mlsys-21/support-sparse-computations-in-ml.md): Saman Amarasinghe (MIT)
- [SOSP 21](https://sliu583.gitbook.io/blog/conference/index/sosp-21.md)
- [SmartNic](https://sliu583.gitbook.io/blog/conference/index/sosp-21/smartnic.md)
- [LineFS: Efficient SmartNIC offload of a distributed file system with pipeline parallelism](https://sliu583.gitbook.io/blog/conference/index/sosp-21/smartnic/linefs-efficient-smartnic-offload-of-a-distributed-file-system-with-pipeline-parallelism.md): https://sands.kaust.edu.sa/papers/linefs.sosp21.pdf
- [Xenic: SmartNIC-accelerated distributed transacitions](https://sliu583.gitbook.io/blog/conference/index/sosp-21/smartnic/xenic-smartnic-accelerated-distributed-transacitions.md): https://dl.acm.org/doi/abs/10.1145/3477132.3483555
- [Graphs](https://sliu583.gitbook.io/blog/conference/index/sosp-21/graphs.md)
- [Mycelium: Large-Scale Distributed Graph Queries with Differential Privacy](https://sliu583.gitbook.io/blog/conference/index/sosp-21/graphs/mycelium-large-scale-distributed-graph-queries-with-differential-privacy.md)
- [dSpace: Composable Abstractions for Smart Spaces](https://sliu583.gitbook.io/blog/conference/index/sosp-21/graphs/dspace-composable-abstractions-for-smart-spaces.md)
- [Consistency](https://sliu583.gitbook.io/blog/conference/index/sosp-21/consistency.md)
- [Efficient and Scalable Thread-Safety Violation Detection](https://sliu583.gitbook.io/blog/conference/index/sosp-21/consistency/efficient-and-scalable-thread-safety-violation-detection.md): SOSP 19: https://dl.acm.org/doi/pdf/10.1145/3341301.3359638?casa\_token=tJoAJXALN4MAAAAA:JUd0XcAhj-AXAA8ORPeHmOS2xaLGSI-vwBGVMjVsixOq2KIXpuypu0V9ENOzpswb39bFZoXJs2n-
- [Understanding and Detecting Software Upgrade Failures in Distributed Systems](https://sliu583.gitbook.io/blog/conference/index/sosp-21/consistency/understanding-and-detecting-software-upgrade-failures-in-distributed-systems.md): https://www.cs.purdue.edu/homes/yonglezh/pub/upgrade-sosp21.pdf
- [NVM](https://sliu583.gitbook.io/blog/conference/index/sosp-21/nvm.md)
- [HeMem: Scalable Tiered Memory Management for Big Data Applications and Real NVM](https://sliu583.gitbook.io/blog/conference/index/sosp-21/nvm/hemem-scalable-tiered-memory-management-for-big-data-applications-and-real-nvm.md)
- [Learning](https://sliu583.gitbook.io/blog/conference/index/sosp-21/learning.md)
- [Bladerunner: Stream Processing at Scale for a Live View of Backend Data Mutations at the Edge](https://sliu583.gitbook.io/blog/conference/index/sosp-21/learning/bladerunner-stream-processing-at-scale-for-a-live-view-of-backend-data-mutations-at-the-edge.md): https://dl.acm.org/doi/pdf/10.1145/3477132.3483572
- [Faster and Cheaper Serverless Computing on Harvested Resources](https://sliu583.gitbook.io/blog/conference/index/sosp-21/learning/faster-and-cheaper-serverless-computing-on-harvested-resources.md): https://dl.acm.org/doi/pdf/10.1145/3477132.3483580


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