A performance Brokerage for Heterogeneous Clouds

A2: Additional Performance Results

Table : Minimum, median and maximum of bzip2, GNUGO, POV-Ray and NAMD per CPU model for M1 and M2 respectively.

Instance Class	Benchmark	CPU	Min(s)	Median(s)	Max(s)
m1.small	Bzip2	E5430	417	447	487
		E5-2650	442	465	515
		E5-2651	441	482	543
		E5645	491	510	530
		E5507	584	641	746
		AMD	650	686	709
	GNUGO	E5645	180	182	187
		AMD	189	191	193
		E5430	194	198	210
		E5507	195	199	206
		E5-2651	198	213	230
		E5-2650	201	206	219
	POV-Ray	AMD	474	477	482
		E5645	517	520	529
		E5507	537	544	560
		E5-2651	546	565	590
		E5-2650	549	555	583
		E5430	576	579	592
	NAMD	E5-2651	1865	1950	2047
		E5-2650	1954	2006	2119
		E5645	2041	2065	2108
		E5430	2119	2160	2230
		E5507	2144	2184	2235
		AMD	2405	2416	2430
M2	Bzip2	E5-2665	162	166	203
		X5550	178	180	227
	GNUGO	X5550	65	67	83
		E5-2665	73	75	91
	POV-Ray	X5550	190	191	232
		E5-2665	205	207	233
	NAMD	E5-2665	733	748	857
		X5550	756	770	887

Table : Minimum, median, maximum of bzip2, GNUGO, POV-Ray, NAMD per CPU for M1 and M2 respectively expressed as a degrade relative to best minimum..

Instance Class	Benchmark	CPU	Min(s)	Median(s)	Max(s)
(m1.small) M1	Bzip2	E5430	1.0	1.07	1.17
		E5-2650	1.06	1.12	1.24
		E5-2651	1.06	1.16	1.3
		E5645	1.17	1.22	1.27
		E5507	1.4	1.53	1.79
		AMD	1.56	1.65	1.7
	GNUGO	E5645	1.0	1.01	1.04
		AMD	1.05	1.06	1.07
		E5430	1.08	1.1	1.17
		E5507	1.08	1.11	1.14
		E5-2651	1.1	1.18	1.28
		E5-2650	1.12	1.14	1.22
	POV-Ray	AMD	1.0	1.0	1.02
		E5645	1.09	1.1	1.12
		E5507	1.13	1.15	1.18
		E5-2651	1.15	1.19	1.24
		E5-2650	1.16	1.17	1.23
		E5430	1.22	1.23	1.25
	NAMD	E5-2651	1.0	1.05	1.1
		E5-2650	1.05	1.07	1.14
		E5645	1.09	1.1	1.13
		E5430	1.14	1.16	1.2
		E5507	1.15	1.17	1.2
		AMD	1.29	1.3	1.3
M2	Bzip2	E5-2665	1.0	1.02	1.25
		X5550	1.1	1.11	1.4
	GNUGO	X5550	1.0	1.03	1.28
		E5-2665	1.12	1.15	1.4
	POV-Ray	X5550	1.0	1.01	1.22
		E5-2665	1.08	1.09	1.23
	NAMD	E5-2665	1.0	1.02	1.17
		X5550	1.03	1.05	1.21