query string | answer string | doc_name string | evidence_page list | bbox list | rel_bbox list | category string | subimg_type list |
|---|---|---|---|---|---|---|---|
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"
]
] |
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