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MatsuLab. Lecture Note

ハイパフォーマンスコンピューティング †

日時

月曜日 １０：４５〜１２：１５（３，４限）

場所

西８号館　８３２号室

連絡

松岡教授 (Prof. S.Matsuoka)	matsu あっと is.
TA 白幡 (K.Shirahata)	koichi-s あっと matsulab.is.

目次 †

休講予定日 Lecture Cancelled †

11/18, 12/2, 12/16

発表スケジュール Schedule †

回	日付	担当	発表資料	文献
第0回	10/7	2013_HPC_Curriculum_abst.docx
第1回	10/21	金刺	hpc2013_Kanezashi_131021_1.pdf	Mizan.pdf
第2回	10/28	Pak	Virtual Machine in HPC.pptx	Performance Overhead among Three Hypervisors- An Experimental Study Using Hadoop Benchmarks.pdf Evaluation of virtual machine scalability on distributed multi-many-core processors for big data analytics.pdf
第3回	11/6 (Wed.)	高嵜	hpc2013-takasaki.pdf	On Distributed File Tree Walk of Parallel File Systems.pdf
第4回	11/11	高嵜	-	-
	11/18	**休講 Cancelled **	-	-
第5回	11/25	徐	Big Data Analytics.pdf	Starfish A Selftuning system for big data analytics.pdf
第6回	12/2	**休講 Cancelled **	-	-
第7回	12/9	徐	-	-
	12/16	**休講 Cancelled **	-	-
第8回	12/23 (天皇誕生日 holiday)	小林	hpc2013_kobayashi_20131223.pdf	Hystor.pdf
第9回	1/6	小林	-	-
第10回	1/16 (Thu.)	谷津	hpc2013_20140116_Yatsu.pdf	Milieu Lightweight and Configurable Big Data Provenance for Science.pdf
第11回	1/20	Pak	Energy and HPC.pptx	Energy consumption analysis and energy optimization techniques of HPC applications.pdf Energy Efficient Fault Tolerance for High Performance Computing (HPC) in the Cloud.pdf
第12回	1/27	高嵜	hpc13_takasaki_20140127.pdf	PDF
第13回	2/3	金刺	hpc2013_Kanezashi_140203_1.pdf	Sailfish.pdf

禁止リスト Inhibited List †

• "Mizan: A System for Dynamic Load Balancing in Large-scale Graph Processing"
• "Breaking the speed and scalability Barriers for Graph exploration on distributed-memory machines"
• "Parallel breadth-first search on distributed memory systems"
• "Evaluation of Virtual Machine Scalability on Distributed Multi/Many-core Processors for Big Data Analytics"
• "Cooperative VM migration for a virtualized HPC cluster with VMM-bypass I/O devices"
• "Performance Overhead among Three Hypervisors: An Experimental Study Using Hadoop Benchmarks"
• "Comparative Performance Analysis of a Big Data NORA Problem on a Variety of Architectures"
• "Mastiff: A MapReduce?-based System for Time-Based Big Data Analytics"
• "On Distributed File Tree Walk of Parallel File Systems"
• "Starfish: A Selftuning System for Big Data Analytics"
• "IBM Streams Processing Language: Analyzing Big Data in motion"
• "Techniques for Graph Analytics on Big Data"
• "Application Data Prefetching on the IBM Blue Gene/Q Supercomputer"
• "Mapping Applications with Collectives over Sub-communicators on Torus Networks"
• "Hystor: Making the Best Use of Solid State Drives in High Performance Storage Systems"
• "Milieu: Lightweight and Configurable Big Data Provenance for Science"
• "Computational solutions to large-scale data management and analysis"
• "A Database-Hadoop Hybrid Approach to Scalable Machine Learning"
• "Energy consumption analysis and energy optimization techniques of HPC applications"
• "Impact of parallel programming models and CPUs clock frequency on energy consumption of HPC systems"
• "Energy Efficient Fault Tolerance for High Performance Computing (HPC) in the Cloud"
• "DASH : a Recipe for a Flash-based Data Intensive Supercomputer"
• "Disk-Cache and Parallelism Aware I/O Scheduling to Improve Storage System Performance"
• "On the role of NVRAM in data-intensive architectures: an evaluation"

リンク Links †

• ACM/IEEE Supercomputing
• IEEE IPDPS
• IEEE HPDC
• ACM International Conference on Supercomputing (ICS)
• ISC
• IEEE Cluster Computing
• IEEE/ACM Grid Computing
• IEEE/ACM CCGrid
• IEEE Big Data
• CiteSeer.IST
• Google Scholar
• Windows Live Academic
• The ACM Degital Library