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              <creatorName>Benjamin, Joshua</creatorName>
              <givenName>Joshua</givenName>
              <familyName>Benjamin</familyName>
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            <creator>
              <creatorName>Mishra, Vaibhawa</creatorName>
              <givenName>Vaibhawa</givenName>
              <familyName>Mishra</familyName>
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            <creator>
              <creatorName>Zervas, Georgios</creatorName>
              <givenName>Georgios</givenName>
              <familyName>Zervas</familyName>
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            <title><![CDATA[Datasets for MONet: Heterogeneous Memory over Optical Network for Large-Scale Data Centre Resource Disaggregation]]></title>
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          <subjects>
            <subject>Electrical engineering not elsewhere classified</subject>
            <subject>Digital processor architectures</subject>
            <subject>disaggregation</subject>
            <subject>Hybrid memory cube</subject>
            <subject>HMC</subject>
            <subject>Remote memory access</subject>
            <subject>DDR4</subject>
            <subject>FPGA Implementation</subject>
            <subject>Optical Networks</subject>
            <subject>Memcached</subject>
            <subject>YCSB</subject>
            <subject>Workloads</subject>
            <subject>STREAMS</subject>
            <subject>Benchmarks</subject>
            <subject>Physical layer</subject>
            <subject>Bit error rate</subject>
            <subject>Power consumption</subject>
            <subject>Energy efficiency</subject>
            <subject>Energy consumption</subject>
            <subject>MONet</subject>
            <subject>Data center networks</subject>
            <subject>Latency</subject>
            <subject>Average latency</subject>
            <subject>Instructions per cycle</subject>
            <subject>Electrical and Electronic Engineering not elsewhere classified</subject>
            <subject>Computer System Architecture</subject>
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          <dates>
            <date dateType="Created">2021-04-13</date>
            <date dateType="Updated">2021-04-13</date>
          </dates>
          <resourceType resourceTypeGeneral="Dataset">Dataset</resourceType>
          <publicationYear>2021</publicationYear>
          <publisher>University College London</publisher>
          <rightsList>
            <rights rightsURI="https://opensource.org/licenses/MIT" rightsIdentifier="MIT"/>
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            <description descriptionType="Abstract"><![CDATA[<div>Fig. 4 MONet: Switch-Plane Characterization - Architecture Power and Latency</div><div>Switch Plane Characterization: Power and network latency comparison between Non-Parallel (fat tree) and MONet architectures</div><div><br></div><div>Fig. 5: MONet: Remote memory access Round Trip Latency</div><div>DDR4/HMC local/remote (8m) memory read/write latency: 8-bonded transceivers each at 10,12.5, 15 Gb/s</div><div><br></div><div>Fig 6: MONet: DDR4/HMC Remote memory read/write latency overhead</div><div>Remote memory read/write latency: Impact of optical distance b/w CPU and remote memory on round-trip latency. Values are measured experimentally for 8, 18 and 36m; only 100m is based on Eq1.</div><div><br></div><div>Fig 7. MONet DDR4: Achieved Bandwidth, Memory/Link Utilization</div><div>MONet DDR4 Access: Achieved bandwidth, link and memory bandwidth utilization for locally and remotely (8m) attached DDR4: transceiver lanes at rates (10, 12.5 and 15 Gb/s)</div><div><br></div><div>Fig 8. MONet HMC: Achieved Bandwidth, Memory/Link Utilization</div><div>Achieved bandwidth, link and memory bandwidth utilization for locally and remotely (8 m) attached HMC, compared with achieved maximum memory bandwidth for different lane rates (10, 12.5, 15 Gb/s)</div><div><br></div><div>Fig. 9 MONet: Power Consumption Distribution</div><div>Power consumption distribution between CPU and memory over 8-metre round-trip optical data path. Round-trip net energy efficiency (with and without MONet’s resources) and memory-to-link ratio over number of transceivers link and lane rate.</div><div><br></div><div>Fig. 10: MONet HMC Access: Physical Layer Performance</div><div>Physical layer performance of a single bi-directional channel CPU and HMC: Received optical power (dBm) vs log10(BER).</div><div><br></div><div>Fig. 11: MONet HMC Access: BER vs Bandwidth</div><div>Impact of Bit Error Rate (BER) on memory bandwidth performance per one HMC half width link (8 transceivers).</div><div><br></div><div>Fig. 12: MONet STREAM Benchmark DDR4</div><div>STREAM benchmark performance for DDR4 at 8-metres round-trip distance using 8 and single channel</div><div><br></div><div>Fig. 13: MONet HMC STREAMS benchmark</div><div>Application level performance using the STREAM benchmark for accessing serial memory (local and remote at 8 metres round-trip) at 10, 12.5 and 15 Gb/s lane rate.</div><div><br></div><div>Fig. 14 MONet: DDR4 and HMC: STREAM and baseline</div><div>Sustained STREAM and baseline bandwidth (8-links) over round-trip over round-trip optical distance: 8, 18, 26,36 metres.</div><div><br></div><div>Fig. 15-16: MONet DDR4: Memcached Throughput</div><div>Achieved Throughput in Workload (A, B, C and F) when DDR4 is locally/remotely attached. For DDR4: parallel accessed (MM), stream data-width size in bytes (8 to 64). Sustained Throughput in Workload (A, B, C and F)when DDR4 is remotely attached at round-trip optical distance 8, 16, 26 and 36-metres.</div><div><br></div><div>Fig. 15-16: MONet HMC: Memcached Throughput</div><div>Achieved Throughput in Workload (A, B, C and F) when HMC is locally/remotely attached. For HMC: full-width (FW) (16-lane) and half-width (HW) (8-lane)at 10, 12.5 and 15 Gb/s bit-rates. Sustained Throughput in Workload (A, B, C and F) when HMC is remotely attached at round-trip optical distance 8, 16, 26 and 36-metres.</div><div><br></div><div>Fig. 17-18 MONet: DDR4 Memcached Latency</div><div>Achieved Average Latency in Workload (A, B, C and F) when DDR4 is locally and remotely attached. For local attachment in DDR4: parallel accessed (MM), stream data-width size in bytes (8 to 64). Sustained Average Latency in Workload (A, B, C and F) when DDR4 is remotely attached at round-trip optical distance 8, 16, 26 and 36-metres</div><div><br></div><div>Fig. 17-18: MONet HMC Memcached Latency</div><div>Achieved Average Latency in Workload (A, B, C and F) when HMC is locally and remotely attached. For local attachment in HMC: Full-width (FW) (16-lane) and half-width (HW) (8-lane) at 10, 12.5 and 15 Gb/s bit-rates. Sustained Average Latency in Workload (A, B, C and F) when HMC is remotely attached at round-trip optical distance 8, 16, 26 and 36-metres</div><div><br></div><div>Fig. 19: MONet DDR4 Memcached IPC</div><div>Impact of optical distance on IPC in workload (A,B, C and F) for whole CPU. For DDR4: using 8 and one transceivers links each at 10, 12.5 and 15 Gb/s.</div><div><br></div><div>Fig. 19: MONet HMC Memcached IPC</div><div>Impact of optical distance on IPC in workload (A,B, C and F) for whole CPU. For HMC: Half-width (8-lane) at 10, 12.5 and 15 Gb/s bit-rates</div><div><br></div>]]></description>
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