Incarnation: a seqlock, that is used in the privatization process. Fig. 2. LFRC and PG node structures int LfrcDecrementAndTAS(int *cnt). LD01: repeat. LD02:.
of them were pretty successful and are still current. ... niques have been discovered in order to exhibit parallelism or .... multifor (i1 = 0, i2 = 10; i1 < 10, i2 < 15; i1++, i2++; 1, 1; 0, 2) .... instructions at each iteration. ... forming Sobel
Examination in 1977 showed a 5-year-old leptosomatic girl with decreased muscle bulk of the trunk and the extremities and winged scapulae.Although the ...
Type of Insulation Type of Sheathing Applicable Standards Typical Applications
... Heat Flesistant Standard PVC, HFlPVC IS 694, BS 6500, IEC 60227 7 7 ...
Agenda. • Multicore Development Ecosystem. – Code Composer Studio (CCS). –
Multicore Software Development Kit (MCSDK). – Third Party Software.
The New Architecture. If a person walks fast on a road covering fifty miles in ... Intel, and AMD have all changed their
Multicore Image Processing with OpenMP. Greg Slabaugh, Richard Boyes,
Xiaoyun Yang. One of the recent innovations in computer engineering has been
the ...
Mar 5, 2015 - services architectures and programmers) that come from the academic world ...... by many vendors like Appl
The ultimate goal is to build a research framework that actually renders MPSOC platforms transparent (platform abstraction), enabling the application and SW ...
Mar 5, 2015 - The Second Congress on Multicore and GPU Programming (PPMG, ...... Education and Science of Spain, FEDER f
[1] âPower4: A Dual-CPU Processor Chipâ, Kahle, J., Microprocessor Forum '99. (October 1999). [2] âMAJC: Microprocessor Architecture for Java Computingâ ...
ParaSail [1] is a new language for race-free parallel programming, with a dis- .... Taft, S. T.: ParaSail Programming Language blog, http://parasail-programming-.
23 Sep 2012 - Much of the complexity and overhead (directory, state bits, invalidations) of a ...... change. Cache lines belonging to RO pages are spared from.
implementation of Multicore Communications API (MCAPI) on a heterogeneous platform .... analyzed Cell SDK which offers low-level primitives to access.
... Multicore and Accelerators (Chapman & Hall/CRC Co... 3. Page 3 of 5. Scientific-Computing-Multicore-Accelerators
SofCheck, Inc. [email protected]. Abstract. The advent of multicore processors requires a new approach to programming. ParaSail is an example of such ...
Apr 5, 2016 - We demonstrate also that the technique can be used to fully characterize the ... The SEO can be viewed as a spatially-varying wave plate: each ...
malisms and programming methods (the legacy of several years ..... structure offers high degree of modularity. Hence, the internal ..... tronic and computer engineering from INSA-Rennes Scientific .... [25] Open RVC-CAL Compiler [Online].
Top 500 list twice every year, would not make sense at all. ... Currently memory makers like Samsung and .... targeted at the midrange desktop and gaming market and is the .... laptops, smart phones, and tablets the Z3770D quad-core im-.
from their co-runners: best overall throughput is always observed when ... ple threads per core in a non-dedicated environ- ment. ... how should multicore systems be managed: threads ..... and server workloads, while the latter is the behav-.
Scientific Computing with Multicore and Accelerators ... used in many different scientific disciplines, and illustrates how auto-tuning ..... Of course, this also.
Jan 30, 2008 - threaded communication engine able to exploit idle cores to speed up communications in .... 2.2 Offloading small messages submission. A classical problem ... (a) request registration submission ..... search (ANR). References.
In this tutorial we review the status of generally available multicore chips
including mainline ... http://www.infomall.org/salsa will be used to illustrate ideas.
compare it with Intel Clovertown systems. The opti- mizations proposed in this paper reduce the latency of. MPI Bcast and MPI Allgather by 1.9 and 4.0 times, re-.
Multicore Processors. Raul Queiroz Feitosa. Parts of these slides are from the
support material provided by W. Stallings. Page 2. Multicore Computers. 2.
Multicore Processors Raul Queiroz Feitosa Parts of these slides are from the support material provided by W. Stallings
Objective
Objective
“This chapter provides an overview of multicore systems”. Stallings
Software Performance Issues small amounts of serial code impact performance
According to Amdahl’s law
Speedup
time to execute time to execute
program program
on a single on N parallel
processor processors
1
1
f
f N
where f is the fraction of code infinitely parallelizable with no schedule overhead.
Multicore Computers
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Software Performance Issues Small amounts of serial code impact performance due to Communication, distribution of work and cache coherence overheads percentage of sequential code
Multicore Computers
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Software Performance Issues More recently software Engineers have developed applications that effectively exploit multiprocessor architecture, e. g., database applications.
5.
New applications exploit multiprocessor architecture! Multicore Computers
Increasing chip density. Diminishing gains with complexity increase, Power requirements grow exponentially with chip density and clock frequency. Memory transistors have a power density an order of magnitude lower than that of logic. Applications, which exploit multiprocessor architecture.
what to do with extra transistors made available by the semiconductor industry? Multicore Computers
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Multicore Organization What to do with extra transistors made available by the semiconductor industry?
Reduce complexity, so that multiple complete processors fit in a single chip Reduce clock frequency and increase the proportion of chip occupied by cache to reduce power requirements
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Multicore Organization Main variable in a multicore organization: Number
of core processors on chip Number of levels of cache on chip Amount of shared cache
Constructive interference reduces overall miss rate Data shared by multiple cores not replicated at cache level With proper frame replacement algorithms mean amount of shared cache dedicated to each core is dynamic
Threads with less locality can have more cache
Easy inter-process communication through shared memory Cache coherency confined to L1
Advantages of private L2 Cache
Dedicated L2 cache gives each core more rapid access
Shared L3 cache may also improve performance Multicore Computers
4 SMT cores, each supporting 4 threads appears as 16 cores.
Multicore Computers
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Intel x86 Core Duo Organization
Multicore Computers
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Intel x86 Core Duo Organization Introduced in 2006 Two x86 superscalar, shared L2 cache Dedicated L1 cache per core implementing MESI protocol Protocol extended to accommodate multiple chips (SMP) Thermal control unit per core
Manages chip heat dissipation Maximize performance within thermal constraints If temperature of a core exceeds a threshold, clock rate reduced.
Inter-process interrupts between cores Routes I/O interrupts to appropriate core. Each APIC includes a timer, so that OS can interrupt the local core. Multicore Computers
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Intel x86 Core Duo Organization Power Management Logic
Monitors thermal conditions and CPU activity Adjusts voltage and power consumption Can switch individual logic subsystems
2MB shared L2 cache
Dynamic allocation MESI support for L1 caches Extended to support multiple Core Duo in SMP
L2 data shared between local cores or external
Bus interface Multicore Computers
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Intel Core i7 Organization Core 1
32 KB I&D L1 Caches
Core n
● ● ●
32 KB I&D L1 Caches
256 KB 256 KB L2 Caches L2 Cache
256 KB L2 Caches Up to 15 MB L3 Cache
DDR3 Memory Controllers
QuickPath Interconnect
unboxing Multicore Computers
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Intel Core i7 Organization Introduced in November 2008, 2nd Generation in January 2011 Up to six x86 SMT processors Dedicated L2, shared L3 cache Speculative pre-fetch for caches On chip DDR3 memory controller
Three 8 byte channels (192 bits) giving 32GB/s No front side bus Turbo Boost Clock frequency is incrementally adjusted on demand.
Hardware Virtualization
A facility that allows multiple operating systems to simultaneously processor resources in a safe and efficient manner
Cache coherent point-to-point link High speed communications between processor chips 6.4G transfers per second, 16 bits per transfer Dedicated bi-directional pairs Total bandwidth 25.6GB/s Intel QPI animated demo
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Intel Multicore Processors Cache Latency
Compare Intel Core Processors General Information about Intel Processors
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Text Book References These topics are covered in Stallings