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answer
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Which conference paper was published in 2017 and had 3 authors?
LightNVM: The Linux Open-Channel SSD Subsystem.
2411.06980
[ 6 ]
[ [ [ 1392, 2490, 2326, 2953 ] ] ]
[ [ [ 545.882353, 754.545455, 912.156863, 894.848485 ] ] ]
cs
[ [ "image" ] ]
What specific technology is being explored for GPU storage access?
xNVMe
2411.06980
[ 6 ]
[ [ [ 224, 1246, 1229, 1690 ] ] ]
[ [ [ 87.843137, 377.575758, 481.960784, 512.121212 ] ] ]
cs
[ [ "image" ] ]
Which two userspace NVMe drivers are mentioned in the text?
SPDK and libvfn
2411.06980
[ 5 ]
[ [ [ 1322, 2072, 2327, 2576 ] ] ]
[ [ [ 518.431373, 627.878788, 912.54902, 780.606061 ] ] ]
cs
[ [ "image" ] ]
What specific userspace I/O library is mentioned as an example?
SPDK
2411.06980
[ 3 ]
[ [ [ 224, 954, 1229, 1633 ] ] ]
[ [ [ 87.843137, 289.090909, 481.960784, 494.848485 ] ] ]
cs
[ [ "image" ] ]
What is the normalized label extraction value at 64 threads for 3 objectives?
1.0
2411.16667
[ 11 ]
[ [ [ 1367, 361, 2318, 825 ] ] ]
[ [ [ 536.078431, 109.393939, 909.019608, 250 ] ] ]
cs
[ [ "image" ] ]
What is the geometric mean performance scaling at 64 worker threads?
28×
2411.16667
[ 11 ]
[ [ [ 1320, 1160, 2327, 2925 ] ] ]
[ [ [ 517.647059, 351.515152, 912.54902, 886.363636 ] ] ]
cs
[ [ "image" ] ]
What is the maximum performance decrease for FIFO at 64 threads?
2× decrease in performance.
2411.16667
[ 12 ]
[ [ [ 1320, 2011, 2325, 2929 ] ] ]
[ [ [ 517.647059, 609.393939, 911.764706, 887.575758 ] ] ]
cs
[ [ "image" ] ]
What parameter is proposed to influence dominance checks in MOS?
An ε parameter.
2411.16667
[ 14 ]
[ [ [ 216, 1882, 1232, 2933 ] ] ]
[ [ [ 84.705882, 570.30303, 483.137255, 888.787879 ] ] ]
cs
[ [ "image" ] ]
What specific application is used as a benchmark for MOS in this paper?
TMPLAR's ship routing application
2411.16667
[ 14 ]
[ [ [ 1316, 362, 2326, 1097 ] ] ]
[ [ [ 516.078431, 109.69697, 912.156863, 332.424242 ] ] ]
cs
[ [ "image" ] ]
What specific model hides the latency of OPEN operations?
The asynchronous model.
2411.16667
[ 12 ]
[ [ [ 1322, 1433, 2326, 1918 ] ] ]
[ [ [ 518.431373, 434.242424, 912.156863, 581.212121 ] ] ]
cs
[ [ "image" ] ]
What is the DOI of the paper by Faez Ahmed and Kalyanmoy Deb?
https://doi.org/10.1109/ROBIO.2011.6181426
2411.16667
[ 14 ]
[ [ [ 10, 2695, 2542, 3300 ] ] ]
[ [ [ 3.921569, 816.666667, 996.862745, 1000 ] ] ]
cs
[ [ "image" ] ]
What optimizer's parameter-less design enabled seamless constraint integration?
Jaya optimizer
2411.16509
[ 9 ]
[ [ [ 414, 1940, 2068, 2207 ] ] ]
[ [ [ 166.868198, 553.021665, 833.534865, 629.133409 ] ] ]
cs
[ [ "image" ] ]
Which optimization technique is associated with Scrucca (2013)?
Genetic Algorithm (GA)
2411.16509
[ 8 ]
[ [ [ 413, 1932, 2072, 2282 ] ] ]
[ [ [ 166.465135, 550.741163, 835.147118, 650.513113 ] ] ]
cs
[ [ "image" ] ]
What language does the term 'Jaya' translate to 'victory' in?
Sanskrit
2411.16509
[ 1 ]
[ [ [ 413, 2692, 2071, 3204 ] ] ]
[ [ [ 166.465135, 767.388826, 834.744055, 913.340935 ] ] ]
cs
[ [ "image" ] ]
Which method supports both x86 and Arm platforms?
SuperGCN (ours)
2411.16025
[ 3 ]
[ [ [ 333, 353, 2208, 879 ] ] ]
[ [ [ 130.588235, 106.969697, 865.882353, 266.363636 ] ] ]
cs
[ [ "image" ] ]
Which studies suggest sampling-based methods do not compromise accuracy?
Studies [9, 14, 25]
2411.16025
[ 3 ]
[ [ [ 219, 1657, 1230, 2522 ] ] ]
[ [ [ 85.882353, 502.121212, 482.352941, 764.242424 ] ] ]
cs
[ [ "image" ] ]
Which two GNN frameworks implement Masked Label Propagation?
PyG and DGL
2411.16025
[ 3 ]
[ [ [ 1320, 1266, 2325, 2401 ] ] ]
[ [ [ 517.647059, 383.636364, 911.764706, 727.575758 ] ] ]
cs
[ [ "image" ] ]
What determines the radius of the neighborhood in Lemma 1?
Gradient variance K.
2411.16025
[ 8 ]
[ [ [ 1326, 1032, 2322, 1528 ] ] ]
[ [ [ 520, 312.727273, 910.588235, 463.030303 ] ] ]
cs
[ [ "image" ] ]
What does Lemma 2 relate embedded labels to in the context?
Label propagation.
2411.16025
[ 8 ]
[ [ [ 1322, 1888, 2326, 2529 ] ] ]
[ [ [ 518.431373, 572.121212, 912.156863, 766.363636 ] ] ]
cs
[ [ "image" ] ]
What specific algorithm is used for hierarchical aggregation in the scheme?
Minimum vertex cover algorithm.
2411.16025
[ 2 ]
[ [ [ 1361, 1020, 2326, 1467 ] ] ]
[ [ [ 533.72549, 309.090909, 912.156863, 444.545455 ] ] ]
cs
[ [ "image" ] ]
What is the final pipelining latency in the 72 chiplet case?
41.1 ms
2411.16007
[ 6 ]
[ [ [ 146, 1941, 1219, 2902 ] ] ]
[ [ [ 58.847239, 553.306727, 491.334139, 827.251995 ] ] ]
cs
[ [ "image" ] ]
What is the final FFN latency after S_FUSE sharding in ms?
78.7 ms
2411.16007
[ 4 ]
[ [ [ 1259, 2034, 2332, 3099 ] ] ]
[ [ [ 507.456671, 579.81756, 939.943571, 883.40935 ] ] ]
cs
[ [ "image" ] ]
What is the constraint on l in the linear programming problem?
0 ≤ l ≤ s for all i.
2411.17089
[ 5 ]
[ [ [ 1264, 806, 2189, 1707 ] ] ]
[ [ [ 509.471987, 229.760547, 882.305522, 486.602052 ] ] ]
cs
[ [ "image" ] ]
At what batch size does KVPR (C) performance drop below 75%?
200
2411.17089
[ 8 ]
[ [ [ 339, 294, 2136, 666 ] ] ]
[ [ [ 136.638452, 83.808438, 860.943168, 189.851767 ] ] ]
cs
[ [ "image" ] ]
What specific quantization technique is applied to the KV cache?
Group-wise 4-bit quantization.
2411.17089
[ 8 ]
[ [ [ 294, 1061, 1205, 1618 ] ] ]
[ [ [ 118.500605, 302.451539, 485.691254, 461.231471 ] ] ]
cs
[ [ "image" ] ]
What is the optimal split point l when generation length is 32?
128
2411.17089
[ 12 ]
[ [ [ 1267, 2728, 2188, 3228 ] ] ]
[ [ [ 510.681177, 777.651083, 881.902459, 920.18244 ] ] ]
cs
[ [ "image" ] ]
What is the GPU computation time increase from KVPR's recompute?
From 2.3% to 13.3%.
2411.17089
[ 8 ]
[ [ [ 484, 1115, 2189, 2077 ] ] ]
[ [ [ 195.082628, 317.844926, 882.305522, 592.075257 ] ] ]
cs
[ [ "image" ] ]
What is the first operation on the GPU after KV0 transmission?
MHA0 computation.
2411.17089
[ 5 ]
[ [ [ 288, 298, 1210, 1075 ] ] ]
[ [ [ 116.082225, 84.948689, 487.70657, 306.442417 ] ] ]
cs
[ [ "image" ] ]
2411.18845
[ 4 ]
[ [ [ 9, 0, 2473, 288 ] ] ]
[ [ [ 3.62757, 0, 996.775494, 82.098062 ] ] ]
cs
[ [ "image" ] ]
What specific algorithm is used for constructing the cost model?
XGBoost
2411.18873
[ 5 ]
[ [ [ 223, 2451, 1226, 2933 ] ] ]
[ [ [ 87.45098, 742.727273, 480.784314, 888.787879 ] ] ]
cs
[ [ "image" ] ]
Which section discusses the dynamic online updating strategy?
Sec 6
2411.18873
[ 3 ]
[ [ [ 250, 734, 1188, 2238 ] ] ]
[ [ [ 98.039216, 222.424242, 465.882353, 678.181818 ] ] ]
cs
[ [ "image" ] ]
What is the maximum percentage of reduced energy consumption achieved?
21.69%
2411.18873
[ 9 ]
[ [ [ 221, 1296, 1228, 1905 ] ] ]
[ [ [ 86.666667, 392.727273, 481.568627, 577.272727 ] ] ]
cs
[ [ "image" ] ]
What loss function is used in the cost model training?
Weighted squared error.
2411.18873
[ 5 ]
[ [ [ 425, 362, 2327, 1003 ] ] ]
[ [ [ 166.666667, 109.69697, 912.54902, 303.939394 ] ] ]
cs
[ [ "image" ] ]
Which paper discusses DUB: Dynamic underclocking and bypassing in NoCs?
Srikant Bharadwaj et al. 2021.
2411.18873
[ 9 ]
[ [ [ 234, 2030, 1230, 2934 ] ] ]
[ [ [ 91.764706, 615.151515, 482.352941, 889.090909 ] ] ]
cs
[ [ "image" ] ]
What is the foundation of the cost model discussed in the text?
XGBoost model.
2411.18873
[ 5 ]
[ [ [ 271, 2467, 2329, 2938 ] ] ]
[ [ [ 106.27451, 747.575758, 913.333333, 890.30303 ] ] ]
cs
[ [ "image" ] ]
Which paper by Tianqi Chen includes Carlos Guestrin as a co-author?
Xgboost: A scalable tree boosting system.
2411.18873
[ 9 ]
[ [ [ 1389, 367, 2328, 1031 ] ] ]
[ [ [ 544.705882, 111.212121, 912.941176, 312.424242 ] ] ]
cs
[ [ "image" ] ]
What is the basis for dynamically updating the energy cost model?
Prediction errors of the cost model.
2411.18873
[ 5 ]
[ [ [ 10, 2790, 2542, 3300 ] ] ]
[ [ [ 3.921569, 845.454545, 996.862745, 1000 ] ] ]
cs
[ [ "image" ] ]
What specific tool mentioned could extend the search process to hours?
NVML API
2411.18873
[ 5 ]
[ [ [ 1322, 1792, 2325, 2525 ] ] ]
[ [ [ 518.431373, 543.030303, 911.764706, 765.151515 ] ] ]
cs
[ [ "image" ] ]
What specific memory bandwidth utilization is achieved on hybrid CPUs?
More than 90%.
2411.19542
[ 2 ]
[ [ [ 443, 947, 2106, 1377 ] ] ]
[ [ [ 173.72549, 286.969697, 825.882353, 417.272727 ] ] ]
cs
[ [ "image" ] ]
What symbol indicates works that neither facilitate nor prohibit a scenario class?
2411.15150
[ 52 ]
[ [ [ 518, 1488, 2224, 2084 ] ] ]
[ [ [ 208.78678, 424.173318, 896.412737, 594.070696 ] ] ]
cs
[ [ "image" ] ]
Which protocol has the highest value in the rightmost bar chart?
Fastpass
2411.08300
[ 14 ]
[ [ [ 312, 303, 1735, 759 ] ] ]
[ [ [ 122.352941, 91.818182, 680.392157, 230 ] ] ]
cs
[ [ "image" ] ]
Which paper from 2022 discusses DirectCXL for memory disaggregation?
USENIX ATC 22, 2022.
2411.08300
[ 16 ]
[ [ [ 1390, 311, 2327, 1523 ] ] ]
[ [ [ 545.098039, 94.242424, 912.54902, 461.515152 ] ] ]
cs
[ [ "image" ] ]
What is the minimum frame size imposed by the MAC layer?
64 B
2411.08300
[ 2 ]
[ [ [ 1322, 311, 2326, 1296 ] ] ]
[ [ [ 518.431373, 94.242424, 912.156863, 392.727273 ] ] ]
cs
[ [ "image" ] ]
Which works propose a custom network fabric for better latency?
[13, 14, 25, 26, 41, 50, 90]
2411.08300
[ 14 ]
[ [ [ 223, 2551, 1230, 2988 ] ] ]
[ [ [ 87.45098, 773.030303, 482.352941, 905.454545 ] ] ]
cs
[ [ "image" ] ]
What is the latency for forwarding /M*/ blocks in clock cycles?
4 clock cycles.
2411.08300
[ 10 ]
[ [ [ 222, 1503, 1231, 2306 ] ] ]
[ [ [ 87.058824, 455.454545, 482.745098, 698.787879 ] ] ]
cs
[ [ "image" ] ]
What does EDM create alongside the standard Ethernet pipeline?
A parallel pipeline for memory traffic.
2411.08300
[ 10 ]
[ [ [ 1324, 1704, 2323, 2255 ] ] ]
[ [ [ 519.215686, 516.363636, 910.980392, 683.333333 ] ] ]
cs
[ [ "image" ] ]
Which interconnect technology is used in the prototype (Figure 4)?
AXI4 bus
2411.08300
[ 10 ]
[ [ [ 1321, 2271, 2323, 2987 ] ] ]
[ [ [ 518.039216, 688.181818, 910.980392, 905.151515 ] ] ]
cs
[ [ "image" ] ]
What does the switch use as demand for RRES message from d to s?
Number of bytes to be read as specified in RREQ.
2411.08300
[ 6 ]
[ [ [ 261, 2351, 1229, 2988 ] ] ]
[ [ [ 102.352941, 712.424242, 481.960784, 905.454545 ] ] ]
cs
[ [ "image" ] ]
Which dataset is used for Spark SQL (Query) according to the text?
Big Data Benchmark [65].
2411.08300
[ 14 ]
[ [ [ 222, 1475, 1231, 2442 ] ] ]
[ [ [ 87.058824, 446.969697, 482.745098, 740 ] ] ]
cs
[ [ "image" ] ]
What is the unloaded latency of EDM's fabric for memory access?
300 ns
2411.08300
[ 14 ]
[ [ [ 1322, 1946, 2324, 2693 ] ] ]
[ [ [ 518.431373, 589.69697, 911.372549, 816.060606 ] ] ]
cs
[ [ "image" ] ]
What is the maximum number of bytes a sender can send per chunk?
c bytes
2411.08300
[ 6 ]
[ [ [ 1363, 310, 2321, 861 ] ] ]
[ [ [ 534.509804, 93.939394, 910.196078, 260.909091 ] ] ]
cs
[ [ "image" ] ]
What size are the PHY blocks stored in the buffer?
66-bit
2411.08300
[ 10 ]
[ [ [ 223, 2345, 1231, 2987 ] ] ]
[ [ [ 87.45098, 710.606061, 482.745098, 905.151515 ] ] ]
cs
[ [ "image" ] ]
What is the absolute error in predicted runtime values?
2.86 milliseconds
2411.16954
[ 7 ]
[ [ [ 10, 2887, 2541, 3300 ] ] ]
[ [ [ 3.921569, 874.848485, 996.470588, 1000 ] ] ]
cs
[ [ "image" ] ]
What specific GPU resources are mentioned for balancing parallelism?
Shared memory and streaming multiprocessor (SM) occupancy.
2411.16954
[ 3 ]
[ [ [ 1293, 1658, 2344, 2206 ] ] ]
[ [ [ 507.058824, 502.424242, 919.215686, 668.484848 ] ] ]
cs
[ [ "image" ] ]
What is the correlation between M×N×K and runtime?
0.98
2411.16954
[ 7 ]
[ [ [ 203, 2431, 1258, 2993 ] ] ]
[ [ [ 79.607843, 736.666667, 493.333333, 906.969697 ] ] ]
cs
[ [ "image" ] ]
What is the size of shared memory per block in bytes?
2 * tile_size * tile_size * sizeof(float)
2411.16954
[ 4 ]
[ [ [ 1284, 232, 2356, 746 ] ] ]
[ [ [ 503.529412, 70.30303, 923.921569, 226.060606 ] ] ]
cs
[ [ "image" ] ]
Which container is placed in microVM4 according to the diagram?
Container D
2411.12893
[ 2 ]
[ [ [ 1347, 1951, 2260, 2463 ] ] ]
[ [ [ 528.235294, 591.212121, 886.27451, 746.363636 ] ] ]
cs
[ [ "image" ] ]
Which service's URL contains 'huawei.com'?
Huawei Cloud Functions
2411.12893
[ 12 ]
[ [ [ 1322, 1995, 2324, 2985 ] ] ]
[ [ [ 518.431373, 604.545455, 911.372549, 904.545455 ] ] ]
cs
[ [ "image" ] ]
Which specific resource reclamation is less studied according to the text?
VM memory elasticity.
2411.12893
[ 3 ]
[ [ [ 1323, 1441, 2325, 1875 ] ] ]
[ [ [ 518.823529, 436.666667, 911.764706, 568.181818 ] ] ]
cs
[ [ "image" ] ]
What is the default granularity for DIMM hotplug operations?
Large (DIMM-sized) granularities.
2411.12893
[ 3 ]
[ [ [ 1320, 1941, 2325, 2986 ] ] ]
[ [ [ 517.647059, 588.181818, 911.764706, 904.848485 ] ] ]
cs
[ [ "image" ] ]
Which model potentially avoids runtime initialization overheads due to cached dependencies?
N:1 model
2411.12893
[ 3 ]
[ [ [ 224, 312, 1230, 1499 ] ] ]
[ [ [ 87.843137, 94.545455, 482.352941, 454.242424 ] ] ]
cs
[ [ "image" ] ]
What specific optimizations does [28] introduce for memory harvesting?
Preservation of large buffers, proactive reclamation, larger chunks.
2411.12893
[ 12 ]
[ [ [ 225, 1170, 1230, 2756 ] ] ]
[ [ [ 88.235294, 354.545455, 482.352941, 835.151515 ] ] ]
cs
[ [ "image" ] ]
What is the common practice for running function code in FaaS?
Ship and run as a container.
2411.12893
[ 2 ]
[ [ [ 1321, 1303, 2324, 1802 ] ] ]
[ [ [ 518.039216, 394.848485, 911.372549, 546.060606 ] ] ]
cs
[ [ "image" ] ]
Which system shows the highest average performance percentage for 'randwrite'?
System B
2411.18308
[ 5 ]
[ [ [ 223, 207, 2327, 498 ] ] ]
[ [ [ 87.45098, 62.727273, 912.54902, 150.909091 ] ] ]
cs
[ [ "image" ] ]
Which GPU shows the highest performance for 'acc (kernels)' at 512^3?
NVIDIA H100 SXM 80GB
2411.18889
[ 10 ]
[ [ [ 153, 1502, 2245, 2260 ] ] ]
[ [ [ 63.75, 460.312596, 935.416667, 692.614159 ] ] ]
cs
[ [ "image" ] ]
What is the value of cc in terms of ce, cw, cn, cs, ct, cb?
1.0F - (ce + cw + cn + cs + ct + cb)
2411.18889
[ 10 ]
[ [ [ 142, 305, 2260, 1416 ] ] ]
[ [ [ 59.166667, 93.472265, 941.666667, 433.956482 ] ] ]
cs
[ [ "image" ] ]
What is the average reduction in stitches achieved by the method?
76.89%
2412.02703
[ 6 ]
[ [ [ 138, 2211, 1219, 3091 ] ] ]
[ [ [ 55.622733, 630.27366, 491.334139, 881.128848 ] ] ]
cs
[ [ "image" ] ]
What two costs are combined in the weighted sum mentioned?
Conflict cost and stitch cost.
2412.02703
[ 2 ]
[ [ [ 11, 3060, 2470, 3507 ] ] ]
[ [ [ 4.433696, 872.291904, 995.566304, 999.714937 ] ] ]
cs
[ [ "image" ] ]
What is the average improvement in conflict reduction across all tests?
98.66%
2412.02703
[ 6 ]
[ [ [ 171, 1212, 2295, 1828 ] ] ]
[ [ [ 68.923821, 345.496009, 925.03023, 521.094641 ] ] ]
cs
[ [ "image" ] ]
What color is the tallest building in the image?
Green
2411.19730
[ 3 ]
[ [ [ 256, 804, 1197, 1268 ] ] ]
[ [ [ 100.392157, 243.636364, 469.411765, 384.242424 ] ] ]
cs
[ [ "image" ] ]
What specific network is mentioned in relation to VR response time?
Netflix Open Connect Network
2411.19730
[ 3 ]
[ [ [ 10, 2902, 2542, 3300 ] ] ]
[ [ [ 3.921569, 879.393939, 996.862745, 1000 ] ] ]
cs
[ [ "image" ] ]
What enables quickly delivering a first cut of required data?
A virtual environment.
2411.19730
[ 5 ]
[ [ [ 11, 2919, 2541, 3300 ] ] ]
[ [ [ 4.313725, 884.545455, 996.470588, 1000 ] ] ]
cs
[ [ "image" ] ]
What is the last word before 'the virtual environment.'?
re-
2411.19730
[ 2 ]
[ [ [ 11, 2945, 2540, 3300 ] ] ]
[ [ [ 4.313725, 892.424242, 996.078431, 1000 ] ] ]
cs
[ [ "image" ] ]
What is the last word in the visible text of the second crop?
differences.
2411.19730
[ 1 ]
[ [ [ 10, 2903, 2542, 3300 ] ] ]
[ [ [ 3.921569, 879.69697, 996.862745, 1000 ] ] ]
cs
[ [ "image" ] ]
What color dominates the tallest structure in the lower image?
Green
2411.19730
[ 3 ]
[ [ [ 256, 482, 1196, 1268 ] ] ]
[ [ [ 100.392157, 146.060606, 469.019608, 384.242424 ] ] ]
cs
[ [ "image" ] ]
What is the typical clock speed range for server processors?
2GHz to 5GHz
2411.17710
[ 9 ]
[ [ [ 1290, 2088, 2355, 3115 ] ] ]
[ [ [ 505.882353, 632.727273, 923.529412, 943.939394 ] ] ]
cs
[ [ "image" ] ]
What type of strategies do most current operating systems use?
Heuristic-based global static strategies.
2411.17710
[ 18 ]
[ [ [ 204, 2067, 1250, 2858 ] ] ]
[ [ [ 80, 626.363636, 490.196078, 866.060606 ] ] ]
cs
[ [ "image" ] ]
Which traditional scheduling method is mentioned first in the text?
First-Come, First-Served (FCFS)
2411.17710
[ 12 ]
[ [ [ 1293, 2246, 2348, 3000 ] ] ]
[ [ [ 507.058824, 680.606061, 920.784314, 909.090909 ] ] ]
cs
[ [ "image" ] ]
What specific challenge do traditional OS designs face with hardware?
Performance optimization and power consumption control.
2411.17710
[ 12 ]
[ [ [ 1297, 635, 2350, 2008 ] ] ]
[ [ [ 508.627451, 192.424242, 921.568627, 608.484848 ] ] ]
cs
[ [ "image" ] ]
Which operating system is noted for lightweight, stable, and flexible characteristics?
Linux
2411.17710
[ 12 ]
[ [ [ 201, 1869, 1249, 2580 ] ] ]
[ [ [ 78.823529, 566.363636, 489.803922, 781.818182 ] ] ]
cs
[ [ "image" ] ]
What does ACOS aim to revolutionize in OS interactions?
The way OSes interact with hardware, software, and users.
2411.17710
[ 18 ]
[ [ [ 199, 183, 1251, 655 ] ] ]
[ [ [ 78.039216, 55.454545, 490.588235, 198.484848 ] ] ]
cs
[ [ "image" ] ]
What specific limitation of current OSs is highlighted in section 4.1.1?
Inadequate cross-platform versatility due to resource platform disparity.
2411.17710
[ 18 ]
[ [ [ 201, 720, 1256, 2406 ] ] ]
[ [ [ 78.823529, 218.181818, 492.54902, 729.090909 ] ] ]
cs
[ [ "image" ] ]
Which scheduling method is mentioned alongside FCFS and RR?
Shortest Job First (SJF)
2411.17710
[ 12 ]
[ [ [ 198, 2729, 2314, 3112 ] ] ]
[ [ [ 77.647059, 826.969697, 907.45098, 943.030303 ] ] ]
cs
[ [ "image" ] ]
Which framework uses reinforcement learning for microservice concurrency adaptation?
μConAdapter framework
2411.17710
[ 13 ]
[ [ [ 1291, 174, 2356, 1602 ] ] ]
[ [ [ 506.27451, 52.727273, 923.921569, 485.454545 ] ] ]
cs
[ [ "image" ] ]
What page number is mentioned in the visible content?
12
2412.01852
[ 12 ]
[ [ [ 10, 2854, 2540, 3300 ] ] ]
[ [ [ 3.921569, 864.848485, 996.078431, 1000 ] ] ]
cs
[ [ "image" ] ]
What specific kernel parameters are optimized for in the given text?
m_r = 16, k_r = 2
2412.01852
[ 7 ]
[ [ [ 296, 2327, 1846, 2772 ] ] ]
[ [ [ 116.078431, 705.151515, 723.921569, 840 ] ] ]
cs
[ [ "image" ] ]
Which function in the Dispatch Layer is associated with waiting?
BlockOn()
2411.16254
[ 5 ]
[ [ [ 1334, 307, 2316, 925 ] ] ]
[ [ [ 523.137255, 93.030303, 908.235294, 280.30303 ] ] ]
cs
[ [ "image" ] ]
What specific feature of io_uring increases complexity but improves efficiency?
Multi-shot accepts, registered file descriptors & buffers.
2411.16254
[ 4 ]
[ [ [ 1320, 541, 2325, 1776 ] ] ]
[ [ [ 517.647059, 163.939394, 911.764706, 538.181818 ] ] ]
cs
[ [ "image" ] ]
Which figure is referenced for SMT's impact on performance?
Figure 1
2411.16254
[ 3 ]
[ [ [ 1319, 311, 2325, 1494 ] ] ]
[ [ [ 517.254902, 94.242424, 911.764706, 452.727273 ] ] ]
cs
[ [ "image" ] ]
Which specific PCIe version is mentioned for SSD performance?
PCIe 5.0
2411.16254
[ 3 ]
[ [ [ 214, 2299, 1230, 3009 ] ] ]
[ [ [ 83.921569, 696.666667, 482.352941, 911.818182 ] ] ]
cs
[ [ "image" ] ]
What figure is referenced for throughput and API utilization data?
Figure 3
2411.16254
[ 4 ]
[ [ [ 223, 2320, 1229, 3009 ] ] ]
[ [ [ 87.45098, 703.030303, 481.960784, 911.818182 ] ] ]
cs
[ [ "image" ] ]
Which libraries are mentioned as having limited experimental support for async I/O?
libuv, seastar, and tokio
2411.16254
[ 1 ]
[ [ [ 1320, 1058, 2326, 2951 ] ] ]
[ [ [ 517.647059, 320.606061, 912.156863, 894.242424 ] ] ]
cs
[ [ "image" ] ]
What specific figure is referenced in the context of SSDs?
Figure 1
2411.16254
[ 2 ]
[ [ [ 1321, 315, 2325, 1648 ] ] ]
[ [ [ 518.039216, 95.454545, 911.764706, 499.393939 ] ] ]
cs
[ [ "image" ] ]
Which I/O API is mentioned for OS bypassing access?
SPDK
2411.16254
[ 1 ]
[ [ [ 224, 1869, 1233, 3009 ] ] ]
[ [ [ 87.843137, 566.363636, 483.529412, 911.818182 ] ] ]
cs
[ [ "image" ] ]
What section discusses low CPU efficiency in I/O scenarios?
§ 3.3
2411.16254
[ 5 ]
[ [ [ 1320, 1270, 2325, 2714 ] ] ]
[ [ [ 517.647059, 384.848485, 911.764706, 822.424242 ] ] ]
cs
[ [ "image" ] ]
Which references are cited regarding high indirect costs of context switches?
[10,18,22,25]
2411.16254
[ 2 ]
[ [ [ 217, 1563, 1231, 2507 ] ] ]
[ [ [ 85.098039, 473.636364, 482.745098, 759.69697 ] ] ]
cs
[ [ "image" ] ]
What is appended to the tasklet of the previous subtask in Full Partitioning?
Submission of the according IOP request.
2411.16254
[ 4 ]
[ [ [ 1322, 2570, 2324, 3000 ] ] ]
[ [ [ 518.431373, 778.787879, 911.372549, 909.090909 ] ] ]
cs
[ [ "image" ] ]
Which color represents the area with the new hub?
Red
2411.05851
[ 5 ]
[ [ [ 208, 1112, 1246, 1964 ] ] ]
[ [ [ 81.568627, 336.969697, 488.627451, 595.151515 ] ] ]
cs
[ [ "image" ] ]
Which area is represented by the largest number of green dots?
Raiwind
2411.05851
[ 3 ]
[ [ [ 1302, 2116, 2342, 2852 ] ] ]
[ [ [ 510.588235, 641.212121, 918.431373, 864.242424 ] ] ]
cs
[ [ "image" ] ]
Which area is adjacent to both Cantt North and Lahore City East?
Model Town
2411.05851
[ 3 ]
[ [ [ 1302, 825, 2343, 1560 ] ] ]
[ [ [ 510.588235, 250, 918.823529, 472.727273 ] ] ]
cs
[ [ "image" ] ]