Abstract is missing.
- Building Secure Platforms for Research on Human Subjects: The Importance of Computer ScientistsJulia Ingrid Lane. 1 [doi]
- Enabling Workflow-Aware Scheduling on HPC SystemsGonzalo Pedro Rodrigo Álvarez, Erik Elmroth, Per-Olov Östberg, Lavanya Ramakrishnan. 3-14 [doi]
- Parallel Stream Processing Against Workload Skewness and VarianceJunhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Junhua Zhu. 15-26 [doi]
- Caches All the Way Down: Infrastructure for Data Intensive ScienceDavid Abramson. 27 [doi]
- NICE: Network-Integrated Cluster-Efficient StorageSamer Al-Kiswany, Suli Yang, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau. 29-40 [doi]
- MaDaTS: Managing Data on Tiered Storage for Scientific WorkflowsDevarshi Ghoshal, Lavanya Ramakrishnan. 41-52 [doi]
- ArrayUDF: User-Defined Scientific Data Analysis on ArraysBin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu. 53-64 [doi]
- Deep Learning in Cancer and Infectious Disease: Novel Driver Problems for Future HPC ArchitectureRick Stevens. 65 [doi]
- knor: A NUMA-Optimized In-Memory, Distributed and Semi-External-Memory k-means LibraryDisa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns. 67-78 [doi]
- CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUsXiaolong Xie, Wei Tan, Liana L. Fong, Yun Liang. 79-92 [doi]
- To Push or To Pull: On Reducing Communication and Synchronization in Graph ComputationsMaciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler. 93-104 [doi]
- Better Safe than Sorry: Grappling with Failures of In-Memory Data Analytics FrameworksBogdan Ghit, Dick H. J. Epema. 105-116 [doi]
- LetGo: A Lightweight Continuous Framework for HPC Applications Under FailuresBo Fang, Qiang Guan, Nathan DeBardeleben, Karthik Pattabiraman, Matei Ripeanu. 117-130 [doi]
- Towards a More Complete Understanding of SDC PropagationJon Calhoun, Marc Snir, Luke N. Olson, William D. Gropp. 131-142 [doi]
- Diagnosing Machine Learning Pipelines with Fine-grained LineageZhao Zhang, Evan R. Sparks, Michael J. Franklin. 143-153 [doi]
- COS: A Parallel Performance Model for Dynamic Variations in Processor Speed, Memory Speed, and Thread ConcurrencyBo Li, Edgar A. León, Kirk W. Cameron. 155-166 [doi]
- Explaining Wide Area Data Transfer PerformanceZhengchun Liu, Prasanna Balaprakash, Rajkumar Kettimuthu, Ian T. Foster. 167-178 [doi]
- Using Scientific Computing to Advance Wildland Fire Monitoring and PredictionJanice L. Coen. 179 [doi]
- Predicting Output Performance of a Petascale SupercomputerBing Xie, Yezhou Huang, Jeffrey S. Chase, Jong Youl Choi, Scott Klasky, Jay F. Lofstead, Sarp Oral. 181-192 [doi]
- TCP Throughput Profiles Using Measurements over Dedicated ConnectionsNageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Don Towsley, Gayane Vardoyan, Rajkumar Kettimuthu, Ian T. Foster. 193-204 [doi]
- AllConcur: Leaderless Concurrent Atomic BroadcastMarius Poke, Torsten Hoefler, Colin W. Glass. 205-218 [doi]
- IOGP: An Incremental Online Graph Partitioning Algorithm for Distributed Graph DatabasesDong Dai, Wei Zhang, Yong Chen. 219-230 [doi]
- Machine and Application Aware Partitioning for Adaptive Mesh Refinement ApplicationsMilinda Fernando, Dmitry Duplyakin, Hari Sundar. 231-242 [doi]