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18th CCGrid 2018: Washington, DC, USA
- Esam El-Araby, Dhabaleswar K. Panda, Sandra Gesing, Amy W. Apon, Volodymyr V. Kindratenko, Massimo Cafaro, Alfredo Cuzzocrea:
18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018, Washington, DC, USA, May 1-4, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5815-4
Network-Aware Scheduling
- Zhuozhao Li
, Haiying Shen, Ankur Sarker:
A Network-Aware Scheduler in Data-Parallel Clusters for High Performance. 1-10 - Xiaoyang Zhang, Chase Q. Wu, Liudong Zuo
Bandwidth Scheduling with Flexible Multi-paths in High-Performance Networks. 11-20 - Eunji Hwang, Hyungoo Kim, Beomseok Nam, Young-ri Choi:
CAVA: Exploring Memory Locality for Big Data Analytics in Virtualized Clusters. 21-30
Runtime Optimization Technique
- Seonmyeong Bak, Harshitha Menon, Sam White, Matthias Diener, Laxmikant V. Kalé:
Multi-Level Load Balancing with an Integrated Runtime Approach. 31-40 - Jinsu Park, Seongbeom Park, Woongki Baek:
RPPC: A Holistic Runtime System for Maximizing Performance Under Power Capping. 41-50 - Pedro Raminhas, Shady Issa
Enhancing Efficiency of Hybrid Transactional Memory Via Dynamic Data Partitioning Schemes. 51-61
Edge and Stream Processing
- Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems. 62-71 - Rajrup Ghosh
Adaptive Energy-Aware Scheduling of Dynamic Event Analytics Across Edge and Cloud Resources. 72-82 - Vincenzo De Maio
First Hop Mobile Offloading of DAG Computations. 83-92
Cloud and Data Center Storage
- Yuhan Peng, Peter J. Varman:
bQueue: A Coarse-Grained Bucket QoS Scheduler. 93-102 - Keitaro Uehara, Yu Xiang, Yih-Farn Robin Chen, Matti A. Hiltunen, Kaustubh Joshi, Richard D. Schlichting:
SuperCell: Adaptive Software-Defined Storage for Cloud Storage Workloads. 103-112 - Houjun Tang
Toward Scalable and Asynchronous Object-Centric Data Management for HPC. 113-122
Performance Evaluation
- Thomas B. Rolinger
An Empirical Evaluation of Allgatherv on Multi-GPU Systems. 123-132 - Aleksandra Kuzmanovska, Hans van Den Bogert, Rudolf H. Mak, Dick H. J. Epema:
Achieving Performance Balance Among Spark Frameworks with Two-Level Schedulers. 133-142 - Subarna Chatterjee, Christine Morin:
Experimental Study on the Performance and Resource Utilization of Data Streaming Frameworks. 143-152
Cloud Environment
- Mohan Baruwal Chhetri
Towards Resource and Contract Heterogeneity Aware Rescaling for Cloud-Hosted Applications. 153-162 - Suraj Prabhakaran
Efficient Fault Tolerance Through Dynamic Node Replacement. 163-172 - Daniel Baur, Daniel Seybold, Frank Griesinger, Hynek Masata, Jörg Domaschka:
A Provider-Agnostic Approach to Multi-cloud Orchestration Using a Constraint Language. 173-182
Storage Support for Data Analytic
- Wei Zhang
AKIN: A Streaming Graph Partitioning Algorithm for Distributed Graph Storage Systems. 183-192 - Xiaojia Song, Tao Xie, Wen Pan:
RISP: A Reconfigurable In-Storage Processing Framework with Energy-Awareness. 193-202
University), and Wen Pan (San Diego State University)
- Michael A. Sevilla, Carlos Maltzahn, Peter Alvaro
Programmable Caches with a Data Management Language and Policy Engine. 203-212 - Huijun Wu, Chen Wang
One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication. 213-222
Datacenters and Cloud
- Laurens Versluis, Mihai Neacsu, Alexandru Iosup
A Trace-Based Performance Study of Autoscaling Workloads of Workflows in Datacenters. 223-232 - Andrea Segalini, Dino Lopez Pacheco, Quentin Jacquemart:
Towards Massive Consolidation in Data Centers with SEaMLESS. 233-242 - Huiyan Cao, Chase Q. Wu:
Performance Optimization of Budget-Constrained MapReduce Workflows in Multi-Clouds. 243-252 - Brandon Posey, Christopher Gropp, Boyd Wilson, Boyd McGeachie, Sanjay Padhi, Alexander Herzog, Amy W. Apon:
Addressing the Challenges of Executing a Massive Computational Cluster in the Cloud. 253-262
Applications I
- Nicolae Vladimir Bozdog, Marc X. Makkes
RideMatcher: Peer-to-Peer Matching of Passengers for Efficient Ridesharing. 263-272 - James Lin, Minhua Wen, Delong Meng, Xin Liu, Akira Nukada, Satoshi Matsuoka:
Optimizing Preconditioned Conjugate Gradient on TaihuLight for OpenFOAM. 273-282 - Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu:
Adaptive Communication for Distributed Deep Learning on Commodity GPU Cluster. 283-290 - Sudheer Chunduri
Parallel Low Discrepancy Parameter Sweep for Public Health Policy. 291-300
Best Paper Finalists
- Benjamin Welton, Barton P. Miller:
Exposing Hidden Performance Opportunities in High Performance GPU Applications. 301-310 - Myeonggyun Han, Seongdae Yu, Woongki Baek:
Secure and Dynamic Core and Cache Partitioning for Safe and Efficient Server Consolidation. 311-320 - Ying-Feng Hsu, Kazuhiro Matsuda, Morito Matsuoka:
Self-Aware Workload Forecasting in Data Center Power Prediction. 321-330 - Alexey Ilyushkin, Dick H. J. Epema:
The Impact of Task Runtime Estimate Accuracy on Scheduling Workloads of Workflows. 331-341
Poster Session
- Pascale Minet, Eric Renault, Ines Khoufi, Selma Boumerdassi
Data Analysis of a Google Data Center. 342-343 - Linhua Jiang, Ke Wang, Dongfang Zhao:
Davram: Distributed Virtual Memory in User Space. 344-347 - Matteo Turilli
Building Blocks for Workflow System Middleware. 348-349 - Jameela Al-Jaroodi, Nader Mohamed:
Distributed Cloud Cache. 350-351 - Parag Mhashilkar, Mine Altunay, William Dagenhart, Stuart Fuess, Burt Holzman
Intelligently-Automated Facilities Expansion with the HEPCloud Decision Engine. 352-353 - Anna Giannakou, Louis Rilling, Christine Morin, Jean-Louis Pazat:
SAIDS: A Self-Adaptable Intrusion Detection System for IaaS Clouds. 354-355 - Jorge Villamayor, Dolores Rexachs
RaaS: Resilience as a Service. 356-359 - Dung Nguyen, André Luckow
Evaluation of Highly Available Cloud Streaming Systems for Performance and Price. 360-363 - Lucas Leandro Nesi, Maurício Aronne Pillon, Marcos Dias de Assunção, Guilherme Piêgas Koslovski
GPU-Accelerated Algorithms for Allocating Virtual Infrastructure in Cloud Data Centers. 364-365 - Andrei Vlad Postoaca, Florin Pop, Radu Prodan:
h-Fair: Asymptotic Scheduling of Heavy Workloads in Heterogeneous Data Centers. 366-369 - Nnamdi Ekwe-Ekwe, Adam Barker:
Location, Location, Location: Exploring Amazon EC2 Spot Instance Pricing Across Geographical Regions. 370-373 - Yufang Min, Yaonan Zhang, Jiuyuan Huo
High-Cold Environment Joint Observation and Research Cloud of China. 374-377 - Ryan S. Luley, Qinru Qiu:
Optimizing Data Transfers for Improved Performance on Shared GPUs Using Reinforcement Learning. 378-381 - Sietse Au, Alexandru Uta, Alexey Ilyushkin, Alexandru Iosup:
An Elasticity Study of Distributed Graph Processing. 382-383 - Danielle Turvill
A Conceptual Framework for the Use of Graph Representation Within High Energy Physics Analysis. 384-385 - Luke Bertot, Stéphane Genaud
An Overview of Cloud Simulation Enhancement Using the Monte-Carlo Method. 386-387 - Yi Zhou, Shubbhi Taneja, Mohammed I. Alghamdi
Improving Energy Efficiency of Database Clusters Through Prefetching and Caching. 388-391
Network and Memory
- Md Atiqul Mollah, Peyman Faizian, Md. Shafayat Rahman, Xin Yuan, Scott Pakin, Mike Lang:
A Comparative Study of Topology Design Approaches for HPC Interconnects. 392-401 - Thibaut Stimpfling, J. M. Pierre Langlois, Normand Bélanger, Yvon Savaria:
A Low-Latency Memory-Efficient IPv6 Lookup Engine Implemented on FPGA Using High-Level Synthesis. 402-411 - Srinivasan Chandrasekharan, Chris Gniady:
QAMEM: Query Aware Memory Energy Management. 412-421
Applications II
- Huajin Wang, Jianhui Li, Zhihong Shen, Yuanchun Zhou:
Approximations and Bounds for (n, k) Fork-Join Queues: A Linear Transformation Approach. 422-431 - Wenqi Liu, Hongxiang Li, Bin Xie:
Real-Time Graph Partition and Embedding of Large Network. 432-441 - Vito Giovanni Castellana, Marco Minutoli
SHAD: The Scalable High-Performance Algorithms and Data-Structures Library. 442-451
File Systems and Storage
- Pierre Matri, María S. Pérez, Alexandru Costan
TýrFS: Increasing Small Files Access Performance with Dynamic Metadata Replication. 452-461 - Gil Vernik, Michael Factor, Elliot K. Kolodner, Pietro Michiardi, Effi Ofer, Francesco Pace:
Stocator: Providing High Performance and Fault Tolerance for Apache Spark Over Object Storage. 462-471 - Chuan Lin, Qiang Cao, Jianzhong Huang, Jie Yao, Xiaoqian Li, Changsheng Xie:
HPDV: A Highly Parallel Deduplication Cluster for Virtual Machine Images. 472-481
Systems-Level Optimizations
- Gokcen Kestor, Ivy Bo Peng
Understanding scale-Dependent soft-Error Behavior of Scientific Applications. 482-491 - Ping Wang, Jingmin Xu, Meng Ma, Weilan Lin, Disheng Pan, Yuan Wang, Pengfei Chen:
CloudRanger: Root Cause Identification for Cloud Native Systems. 492-502 - Young Ki Kim, M. Reza HoseinyFarahabady
Decentralized Admission Control for High-Throughput Key-Value Data Stores. 503-512
Performance Modeling
- Huansong Fu, Manjunath Gorentla Venkata
SHMEMGraph: Efficient and Balanced Graph Processing Using One-Sided Communication. 513-522 - Cyril Bordage, Emmanuel Jeannot:
Process Affinity, Metrics and Impact on Performance: An Empirical Study. 523-532 - Daniel Mawhirter, Bo Wu, Dinesh P. Mehta
ApproxG: Fast Approximate Parallel Graphlet Counting Through Accuracy Control. 533-542
Cloud
- Cleverton Vicentini, Altair Olivo Santin
A Machine Learning Auditing Model for Detection of Multi-Tenancy Issues Within Tenant Domain. 543-552 - Jad Darrous, Shadi Ibrahim, Amelie Chi Zhou, Christian Pérez:
Nitro: Network-Aware Virtual Machine Image Management in Geo-Distributed Clouds. 553-562 - Sreekrishnan Venkateswaran, Santonu Sarkar:
Modeling Operational Fairness of Hybrid Cloud Brokerage. 563-56309 - Ying Cai, Chao Yang, Wenjing Ma, Yulong Ao:
Extreme-Scale Realistic Stencil Computations on Sunway TaihuLight with Ten Million Cores. 566-571 - Jumana Dakka, Kristof Farkas-Pall, Vivek Balasubramanian, Matteo Turilli
Enabling Trade-offs Between Accuracy and Computational Cost: Adaptive Algorithms to Reduce Time to Clinical Insight. 572-577
The First International Workshop on Advances in High-Performance Algorithms Middleware and Applications (AHPAMA 2018)
- Udayanga Wickramasinghe, Andrew Lumsdaine
Enabling Efficient Inter-Node Message Passing and Remote Memory Access Via a uGNI Based Light-Weight Network Substrate for Cray Interconnects. 578-588 - Kevin Beineke, Stefan Nothaas, Michael Schöttner:
Efficient Messaging for Java Applications Running in Data Centers. 589-598 - Giuliano Laccetti, Marco Lapegna
A Scalable Unified Model for Dynamic Data Structures in Message Passing (Clusters) and Shared Memory (multicore CPUs) Computing environments. 599-608 - Baoquan Zhang, Raghunath Raja Chandrasekar, Alireza Haghdoost, Lance Evans, David Hung-Chang Du:
Improving Data Integrity in Linux Software RAID with Protection Information (T10-PI). 609-615 - Faisal N. Abu-Khzam, DoKyung Kim, Matthew Perry
Accelerating Vertex Cover Optimization on a GPU Architecture. 616-625
3rd IEEE/ACM International Workshop on Distributed Big Data Management (DBDM 2018)
- Anthony S. Deese:
Implementation of Unsupervised k-Means Clustering Algorithm Within Amazon Web Services Lambda. 626-632 - Jameela Al-Jaroodi, Nader Mohamed:
Service-Oriented Architecture for Big Data Analytics in Smart Cities. 633-640 - Xuan Qi, Chen Liu
IoT Edge Device Based Key Frame Extraction for Face in Video Recognition. 641-644 - Guolu Wang, Jungang Xu, Renfeng Liu, Shanshan Huang:
A Hard Real-time Scheduler for Spark on YARN. 645-652 - Hosein Mohammadi Makrani, Setareh Rafatirad, Amir Houmansadr, Houman Homayoun:
Main-Memory Requirements of Big Data Applications on Commodity Server Platform. 653-660 - Spiros Koulouzis
Information Centric Networking for Sharing and Accessing Digital Objects with Persistent Identifiers on Data Infrastructures. 661-668 - Antonino Galletta, Alfredo Cuzzocrea, Antonio Celesti, Maria Fazio, Massimo Villari:
A Scalable Cloud-Edge Computing Framework for Supporting Device-Adaptive Big Media Provisioning. 669-674 - Alfredo Cuzzocrea, Ernesto Damiani:
Pedigree-ing Your Big Data: Data-Driven Big Data Privacy in Distributed Environments. 675-681
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