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Accommodating bursts in distributed stream processing systems

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For fault-tolerance, we present a replication-based scheme that masks most node and network failures.

You are free to copy, distribute, display, and perform the work under the following conditions: If you are in doubt about any proposed reuse, you should contact the author via: For Feòrag, with love This book took me five years to write – a personal record – and would not exist without the support and encouragement of a host of friends, and several friendly editors.

Click here to view abstracts in advance (pdf) Algorithms - Scheduling I Chair: Cynthia Phillips 1569160561 On Scheduling Dags to Maximize Area Gennaro Cordasco (University of Salerno, IT); Arnold Rosenberg (Colorado State University, US) 1569163451 Efficient Scheduling of Task Graph Collections on Heterogeneous Resources Matthieu Gallet (École normale supérieure de Lyon, FR); Loris Marchal (CNRS, FR); Frédéric Vivien (INRIA, FR) 1569163449 Static Strategies for Worksharing with Unrecoverable Interruptions Anne Benoit (ENS Lyon, FR); Yves Robert (École Normale Supérieure de Lyon, FR); Arnold Rosenberg (Colorado State University, US); Frédéric Vivien (INRIA, FR) 1569163249 On the Complexity of Mapping Pipelined Filtering Services on Heterogeneous Platforms Anne Benoit (ENS Lyon, FR); Fanny Dufossé (LIP, ENS Lyon, FR); Yves Robert (École Normale Supérieure de Lyon, FR) Applications - Biological Applications Chair: David Konerding 1569163673 Sequence Alignment with GPU: Performance and Design Challenges Gregory Striemer (University of Arizona, US); Ali Akoglu (University of Arizona, US) 1569163707 Evaluating the Use of GPUs for Life Science Applications John Paul Walters (University at Buffalo, US); Vidyananth Balu (University at Buffalo, US); Suryaprakash Kompalli (University at Buffalo, US); Vipin Chaudhary (University at Buffalo, SUNY, US) 1569163711 Improving MPI-HMMER's Scalability With Parallel I/O John Paul Walters (University at Buffalo, US); Rohan Darole (University at Buffalo, US); Vipin Chaudhary (University at Buffalo, SUNY, US) 1569160563 Accelerating Leukocyte Tracking using CUDA: A Case Study in Leveraging Manycore Coprocessors Michael Boyer (University of Virginia, US); David Tarjan (University of Virginia, US); Scott Acton (University of Virginia, US); Kevin Skadron (University of Virginia, US) Chair: Per Stenstrom 1569163127 Efficient Shared Cache Management through Sharing-Aware Replacement and Streaming-Aware Insertion Policy Yu Chen (Tsinghua University, CN); Wenlong Li ( Intel Corp, CN); Changkyu Kim (Intel Corp, US); Zhizhong Tang (Tsinghua Univsersity, CN) 1569163069 Core-aware Memory Access Scheduling Schemes Zhibin Fang (Illinois Institute of Technology, US); Xian-He Sun (Illinois Institute of Technology, US); Yong Chen (Illinois Institute of Technology, US); Surendra Byna (Illinois Institute of Technology, US) 1569162979 Using Hardware Transactional Memory for Data Race Detection Shantanu Gupta (University of Michigan, US); Florin Sultan (NEC Laboratories America, US); Srihari Cadambi (NEC Laboratories America, Inc, US); Franjo Ivancic (NEC Laboratories America, Inc., US); Martin Roetteler (NEC Labs America, Inc., US) 1569163214 Speculation-Based Conflict Resolution in Hardware Transactional Memory Rubén Titos (University of Murcia, ES); Manuel Acacio (Universidad de Murcia, ES); José M. Watson Research Center, US); Alian Biem (IBM Research, US); Kun-Lung Wu (IBM T. Watson Research Center, US) 1569163247 Scalable RDMA performance in PGAS languages Montse Farreras (Universitat Politècnica de Catalunya (UPC), ES); George Almasi (IBM T. Watson Research Center, US); Calin Cascaval (IBM T. Watson Research Center, US); Toni Cortes (Technical University of Catalonia, ES) Algorithms - Resource Management Chair: Michele Flammini 1569163559 Singular Value Decomposition on GPU using CUDA Sheetal Lahabar (International Institute of Information Technology, IN) 1569163675 Coupled Placement in Modern Data Centers Madhukar Korupolu (IBM Almaden Research Center, US); Aameek Singh (IBM Almaden Research Center, US); Bhuvan Bamba (Georgia Institute of Technology, US) 1569163475 An Upload Bandwidth Threshold for Peer-to-Peer Video-on-Demand Scalability Yacine Boufkhad (Paris Diderot University, FR); Fabien Mathieu (Orange Labs, FR); Fabien de Montgolfier (Université Paris 7, FR); Diego Perino (Orange Labs, FR); Laurent Viennot (INRIA, FR) 1569163331 Competitive Buffer Management with Packet Dependencies Alex Kesselman (Google, US); Boaz Patt-Shamir (Tel Aviv University, IL); Gabriel Scalosub (University of Toronto, CA) Chair: Leonid Oliker 1569162947 Annotation-Based Empirical Performance Tuning Using Orio Albert Hartono (Ohio State University, US); Boyana Norris (Argonne National Laboratory, US); Ponnuswamy Sadayappan (Ohio State University, US) 1569163271 Automatic detection of parallel applications computation phases Juan Gonzalez Garcia (Universitat Politecnica de Catalunya, ES); Judit Gimenez (Universitat Politecnica de Catalunya, ES); Jesus Labarta (Technical University of Catalonia, ES) 1569163465 Handling OS Jitter in Multicore Multithreaded Systems Pradipta De (IBM Research, New Delhi, India, IN); Vijay Mann (IBM Research, New Delhi, India, IN); Umang Mittal (Indian Institute of Technology, New Delhi, India, IN) 1569162919 Building A Parallel Pipelined External Memory Algorithm Library Andreas Beckmann (Goethe-Universität Frankfurt am Main, DE); Roman Dementiev (Universität Karlsruhe, DE); Johannes Singler (Universität Karlsruhe, DE) Chair: Grigorios Magklis 1569162151 On reducing misspeculations on a pipelined scheduler Ruben Gran Tejero (University of Zaragoza, ES); Enric Morancho (Universitat Politècnica de Catalunya, ES); Angel Olive (UPC-dac, ES); Jose Maria Llaberia (Universidad Politecnica de Cataluña, ES) 1569163229 Efficient Microarchitecture Policies for Accurately Adapting to Power Constraints Juan Cebrián (University of Murcia, ES); Juan Aragón (University of Murcia, SPAIN, ES); José M. of Patras, GR); Paul Spirakis (University of Patras, GR) 1569163413 Remote-Spanners: What to Know beyond Neighbors Laurent Viennot (INRIA, FR); Philippe Jacquet (INRIA, FR) 1569163147 A Fusion-based Approach for Tolerating Faults in Finite State Machines Vinit Ogale (University of Texas at Austin, US); Bharath Balasubramanian (University of Texas at Austin, US); Vijay Garg (IBM India Research Lab., India) 1569163611 The Weak Mutual Exclusion Problem Paolo Romano (Inesc-ID, PT); Luis Rodrigues (Inesc-ID/IST, PT); Nuno Carvalho (Inesc-ID/IST, PT) Chair: Wolfgang Nagel 1569162207 Best-Effort Parallel Execution for Recognition and Mining Applications Jiayuan Meng (University of Virginia, US); Anand Raghunathan (NEC-Labs America, US); Srimat Chakradhar (NEC Research Labs, US) 1569163495 Multi-Dimensional Characterization of Temporal Data Mining on Graphics Processors Jeremy Archuleta (Virginia Tech, US); Yong Cao (Virginia Tech, US); Wu-chun Feng (Virginia Tech, US); Tom Scogland (Virginia Tech, US) 1569163649 A Partition-based Approach to Support Streaming Updates over Persistent Data in an Active Data Warehouse Abhirup Chakraborty (University of Waterloo, Canada); Ajit Singh (University of Waterloo, CA) 1569163727 Architectural Implications for Spatial Object Association Algorithms Vijay Kumar (The Ohio State University, US); Tahsin Kurc (Emory University, US); Joel Saltz (Emory University, US); Ghaleb Abdulla (Lawrence Livermore National Laboratory, US); Scott Kohn (Lawrence Livermore National Laboratory, US); Celeste Matarazzo (Lawrence Livermore National Laboratory, US) Chair: Josep Torrellas 1569163213 v CUDA: GPU Accelerated High Performance Computing in Virtual Machines Hao Chen (Hunan University, CN) 1569163531 Understanding the Design Trade-offs among Current Multicore Systems for Numerical Computations Seunghwa Kang (Georgia Institute of Technology, US); David Bader (Georgia Institute of Technology, US); Richard Vuduc (Georgia Institute of Technology, US) 1569163307 Parallel Data-Locality Aware Stencil Computations on Modern Micro-Architectures Matthias Christen (University of Basel, CH); Olaf Schenk (University of Basel, CH); Esra Neufeld (IT'IS Foundation, ETH Zurich, CH); Peter Messmer (Tech-X Corporation, US); Helmar Burkhart (University of Basel, CH) 1569163549 Performance Projection of HPC Applications Using SPEC CFP2006 Benchmarks Sameh Sharkawi (Texas A&M University, US); Don De Sota (IBM, US); Raj Panda (IBM, US); Rajeev Indukuru (IBM, US); Stephen Stevens (IBM, US); Valerie Taylor (Texas A&M University, US); Xingfu Wu (Texas A&M University, US) Chair: Greg Bronevetsky 1569163745 Work-First and Help-First Scheduling Policies for Async-Finish Task Parallelism Yi Guo (Rice University, US); Rajkishore Barik (Rice University, US); Raghavan Raman (Rice University, US); Vivek Sarkar (Rice University, US) 1569163333 Autonomic management of non-functional concerns in distributed and parallel application programming Marco Aldinucci (University of Pisa, IT); Marco Danelutto (Univesity of Pisa, IT); Peter Kilpatrick (Queen's University of Belfast, UK) 1569163725 Scheduling Resizable Parallel Applications Rajesh Sudarsan (Virginia Tech, US); Calvin Ribbens (Virginia Tech, US) 1569162787 Helgrind : An Efficient Dynamic Race Detector Ali Jannesari (University of Karlsruhe, DE); Kaibin Bao (University of Karlsruhe, DE); Victor Pankratius (University of Karlsruhe, DE); Walter Tichy (University Karlsruhe, DE) Moderator: Josep Torrellas, University of Illinois, Urbana-Champaign • Read the abstract for this talk Panelists: • Laxmikant Kale, University of Illinois at Urbana-Champaign • Jesus Labarta, Supercomputing Center, Universitat Politecnica de Catalunya, Barcelona • Keshav Pingali, University of Texas at Austin • Per Stenstrom, Chalmers University2009 TCPP Ph D FORUM Selected Poster Presentations Ph D Forum presenters will be available during the Forum session to discuss their work.In this post, I’ll start with basic introduction into this area.Recently, a new class of data management applications has emerged in areas such as sensor-based environmental monitoring, financial services, network monitoring, and military applications.In this talk, we present the software architecture and algorithms in Borealis, one of the first distributed stream processing engines.We discuss how our system meets two important challenges: (1) distributed load management, and (2), fault-tolerant operation in the face of node failures, network failures, and network partitions.At runtime, participants move load only to partners with whom they have a contract and pay each other the contracted price, making the mechanism lightweight.