Data Locality Aware Approach
OPTIMIZING LOAD BALANCING AND DATA- LOCALITY WITH DATA-AWARE
... Yalaga Rajya lakshmi and V. Jaikumar ijesird, Vol. IV, Issue III, September 2017/131 signals are first quantized on a per-subcarrier basis and then forwarded on the backhaul to other BSs. In particular, to save backhaul ...
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A Locality Approach to Architecture-aware Task-scheduling in OpenMP
... which data region a task uses and whether these regions are homed at a partic- ular tile or not and schedule the task on a tile which homes most of the data used by a ...take locality as- pects into ...
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Locality-aware data replication in the Last-Level Cache
... for data that is evicted from the L1 ...this approach is that replicas are created without paying atten- tion to the LLC cache pressure since a replacement candi- date with no sharers exists in the LLC with ...
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A Data Locality Aware Online Scheduling Approach for I/O-Intensive Jobs with File Sharing
... by locality-aware and load balanced mapping and scheduling of jobs onto the compute ...with Data Least Loaded - when there is a high degree of file sharing among ...high, data repli- cation ...
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Nearcast: A Locality-Aware P2P Live Streaming Approach for Distance Education
... distances between the peers outside the group. Thus, while the media data stream expands outward, members in an upper-layer group may not always choose the nearest peer as their supplier. Therefore, the average ...
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Micro-Pages: Increasing DRAM Efficiency with Locality-Aware Data Placement
... Overheads: In our scheme, we suggest a minor change to the above sequence of events. We propose reducing the page size across the entire system to 1 KB, and instead of allocating one page table entry the first time the ...
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The locality-aware adaptive cache coherence protocol
... of data with significant sharing. Data movement and management impacts memory access latency and con- sumes ...harnessing data locality is of fun- damental importance in future ...on-chip ...
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LDAC: Locality-Aware Data Access Control for Large-Scale Multicore Cache Hierarchies
... of data with varying degrees of ...exploiting locality to improve on-chip traffic and resource utilization is of fun- damental ...holistic locality-aware cache hi- erarchy management protocol ...
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Classification of Electroencephalograph Data: A Hubness-aware Approach
... The EEG signals that rarely occur as neighbors are, therefore, more informative and they are favored by HIKNN. The reasons for this lies hidden in the geometry of high-dimensional feature spaces. Namely, hubs have been ...
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GreedyDual-Join: Locality-Aware Buffer Management for Approximate Join Processing Over Data Streams
... multiple data streams. In many applications, data stream processing systems have limited memory or have to deal with very high speed data ...and locality-aware buffering technique for ...
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Locality-Aware Concurrency Platforms
... the data on these edges remains in ...see data in the correct order — that is, the FIFO order in the absence of ...collects data to ensure this correct ...the data goes to one copy and the ...
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Data Locality-Aware Query Evaluation for Big Data Analytics in Distributed Clouds
... operational data generated by these services grows exponentially, which usually is stored in the data centers located at different geographic location in the distributed ...Such data referred to as ...
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Locality and Network-Aware Reduce Task Scheduling for Data-Intensive Applications
... This improves the overall turnaround time but leads to in- efficient reduce job assignment, since without knowledge of which nodes generated more reduce input, it is hard to de- cide where to launch the reduce jobs. ...
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Locality-Aware Dynamic Task Graph Scheduling
... for data locality on NUMA ...to data needed during that node’s ...better locality because the node is likely to make local rather than remote ...adding locality awareness has a ...
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Impact of locality on location aware Unit Disk Graphs
... 1.3. Organization of the paper The remainder of this paper is organized as follows: First we give some basic definitions and pre- liminaries. In the following sections we discuss one problem per section: dominating set, ...
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On the Overhead of Topology Discovery for Locality-aware Scheduling in HPC
... The hwloc software project has evolved into the de facto central place for gathering locality information about all hard- ware subsystems in parallel platforms. This paper discusses the overhead of this topology ...
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Locality-Aware Scheduling of Independent Tasks for Runtime Systems
... New heuristic based on gathering tasks with similar data into packages. 3D) matrix multiplication. Optimal eviction scheme, based on Belady’s rule[r] ...
LOCALITY-AWARE TASK MANAGEMENT ON MANY-CORE PROCESSORS
... hence locality should be synthesized through recursive victim ...the locality. The baseline scheme, however, manages to exploit the locality among the stolen 8 tasks at the least, to further widen ...
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Title: Characterization of Locality Aware Task Scheduling Mechanism
... III. LOCALITY AWARE SCHEDULING Recent proliferation of runtime-based programming systems stresses the need to exploit locality through ...algorithm locality-aware, locality can ...
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Locality-Aware Chord Networks Based on Cloud-Assistance
... proposed locality-aware Chord networks, we have designed new strategies of ID assignments according to geographical positions to have an arrangement of peers on a ring approximately close in their physical ...
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