Podcast
Questions and Answers
What is the main purpose of branch prediction in the context of pipelining?
What is the main purpose of branch prediction in the context of pipelining?
- To execute instructions in a random order.
- To minimize the number of pipeline stalls.
- To schedule instructions based on their dependency. (correct)
- To improve the accuracy of executing conditional statements.
What does speculative execution allow processors to do?
What does speculative execution allow processors to do?
- Execute instructions that will not be used.
- Execute instructions ahead of their appearance in program flow. (correct)
- Execute all instructions in a strict sequence.
- Avoid analyzing instructions before execution.
Which of the following best describes superscalar execution?
Which of the following best describes superscalar execution?
- Using multiple pipelines to execute several instructions simultaneously. (correct)
- Limiting execution to one instruction at a time to avoid conflicts.
- Executing several instructions sequentially in a single pipeline.
- Relying solely on branch prediction for execution efficiency.
How does data flow analysis contribute to instruction scheduling?
How does data flow analysis contribute to instruction scheduling?
What is the effect of keeping execution engines busy through speculative execution?
What is the effect of keeping execution engines busy through speculative execution?
What is the purpose of the benchmark in SPEC documentation?
What is the purpose of the benchmark in SPEC documentation?
Which metric focuses on the time taken to execute a compiled benchmark?
Which metric focuses on the time taken to execute a compiled benchmark?
What does the rate metric indicate in the context of performance evaluation?
What does the rate metric indicate in the context of performance evaluation?
What is the role of the reference machine in SPEC benchmarks?
What is the role of the reference machine in SPEC benchmarks?
What is required for all reported results in the context of SPEC documentation?
What is required for all reported results in the context of SPEC documentation?
What has contributed to the dramatic drop in the cost of computer systems?
What has contributed to the dramatic drop in the cost of computer systems?
Which of the following applications requires significant power from modern microprocessors?
Which of the following applications requires significant power from modern microprocessors?
How do modern cloud service providers meet the needs for high-volume applications?
How do modern cloud service providers meet the needs for high-volume applications?
What technique allows contemporary processors to improve performance by handling multiple instructions?
What technique allows contemporary processors to improve performance by handling multiple instructions?
What does the processor's ability to predict which instructions are likely to be processed next refer to?
What does the processor's ability to predict which instructions are likely to be processed next refer to?
Which scenario exemplifies the use of advanced processors in business environments?
Which scenario exemplifies the use of advanced processors in business environments?
What characteristic allows processors to move data or instructions efficiently?
What characteristic allows processors to move data or instructions efficiently?
Which of the following is NOT a modern application requiring high-performance processing?
Which of the following is NOT a modern application requiring high-performance processing?
Which programming language is primarily used for weather forecasting applications?
Which programming language is primarily used for weather forecasting applications?
What is the application area of the 'blender_r' benchmark?
What is the application area of the 'blender_r' benchmark?
Which of the following benchmarks has the highest Kloc value?
Which of the following benchmarks has the highest Kloc value?
Which benchmark is used for fluid dynamics?
Which benchmark is used for fluid dynamics?
Which programming languages are commonly used in the 'cam4_r' benchmark?
Which programming languages are commonly used in the 'cam4_r' benchmark?
What is the primary focus of the 'fotonik3d_r' benchmark?
What is the primary focus of the 'fotonik3d_r' benchmark?
Which benchmark is related to molecular dynamics with the least Kloc?
Which benchmark is related to molecular dynamics with the least Kloc?
What specific application area does 'parest_r' relate to?
What specific application area does 'parest_r' relate to?
What is the arithmetic mean of execution times for Program 1 on Computer A?
What is the arithmetic mean of execution times for Program 1 on Computer A?
Which computer has the highest harmonic mean rate for Program 2?
Which computer has the highest harmonic mean rate for Program 2?
What is the geometric mean of normalized times for Computer C under the normalization of Computer A?
What is the geometric mean of normalized times for Computer C under the normalization of Computer A?
What is the total execution time for Program 2 on Computer B?
What is the total execution time for Program 2 on Computer B?
What does the harmonic mean of rates for Computer B indicate?
What does the harmonic mean of rates for Computer B indicate?
Which normalized time is the lowest for Program 1 across all computers?
Which normalized time is the lowest for Program 1 across all computers?
What is the arithmetic mean of the rates for Program 1 on Computer C?
What is the arithmetic mean of the rates for Program 1 on Computer C?
What is the inverse of the total execution time for Program 1 on Computer A expressed in MFLOPS?
What is the inverse of the total execution time for Program 1 on Computer A expressed in MFLOPS?
Which benchmark has the highest base rate recorded?
Which benchmark has the highest base rate recorded?
What is the peak rate for the benchmark 520.omnetpp_r?
What is the peak rate for the benchmark 520.omnetpp_r?
Which of the following benchmarks has the lowest base seconds duration?
Which of the following benchmarks has the lowest base seconds duration?
What is the difference in seconds between the base duration of 505.mcf_r and 502.gcc_r?
What is the difference in seconds between the base duration of 505.mcf_r and 502.gcc_r?
Which benchmark has the same base and peak seconds of 722 and 713, respectively?
Which benchmark has the same base and peak seconds of 722 and 713, respectively?
What is the peak rate of the 541.leela_r benchmark?
What is the peak rate of the 541.leela_r benchmark?
How is the benchmark 557.xz_r characterized in terms of base and peak rates?
How is the benchmark 557.xz_r characterized in terms of base and peak rates?
Which benchmark has the second highest peak rate recorded?
Which benchmark has the second highest peak rate recorded?
Flashcards
Instruction-Level Parallelism
Instruction-Level Parallelism
The ability of a processor to issue more than one instruction in every clock cycle, thus increasing processing speed.
Pipelining
Pipelining
The processor performs actions on data or instructions in a continuous flow, with different stages happening concurrently.
Branch Prediction
Branch Prediction
A modern processor feature that predicts the next instruction or branch to execute, prefetching them to speed up processing.
Processor Speed and Cost Trend
Processor Speed and Cost Trend
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Demand for Powerful Processors
Demand for Powerful Processors
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Server Farms in Businesses
Server Farms in Businesses
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Cloud Service Providers and Server Farms
Cloud Service Providers and Server Farms
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Shift from Mainframes to Cloud
Shift from Mainframes to Cloud
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Superscalar execution
Superscalar execution
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Data flow analysis
Data flow analysis
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Speculative execution
Speculative execution
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Arithmetic Mean
Arithmetic Mean
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Harmonic Mean
Harmonic Mean
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What is the Harmonic Mean used for?
What is the Harmonic Mean used for?
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When is the Arithmetic Mean used for Rates?
When is the Arithmetic Mean used for Rates?
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Geometric Mean
Geometric Mean
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When is the Geometric Mean used?
When is the Geometric Mean used?
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Difference between Geometric and Harmonic Mean
Difference between Geometric and Harmonic Mean
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Summary of the 3 Mean Types
Summary of the 3 Mean Types
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Rate
Rate
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Seconds
Seconds
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Benchmark
Benchmark
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SPEC CPU 2017
SPEC CPU 2017
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Integer Benchmarks
Integer Benchmarks
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HP Integrity Superdome X
HP Integrity Superdome X
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Rate Result
Rate Result
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Multi-core Processor
Multi-core Processor
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Kloc
Kloc
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Application Area
Application Area
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Speed
Speed
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Language
Language
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Server Farm
Server Farm
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Reference machine
Reference machine
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Peak metric
Peak metric
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Rate metric
Rate metric
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Speed metric
Speed metric
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Study Notes
Computer Organization and Architecture - Chapter 2
- Computer system costs are decreasing while performance and capacity are increasing dramatically.
- Modern laptops have the processing power of IBM mainframes from 15 years ago.
- Microprocessors are inexpensive and often disposable.
- Desktop applications requiring significant processing power include image processing, 3D rendering, speech recognition, video conferencing, multimedia authoring, voice and video annotation of files, and simulation modeling.
- Businesses use powerful servers to handle transaction processing and support client/server networks.
- Cloud service providers employ high-performance server banks for high-volume, high-transaction-rate applications.
Processor Performance Concepts
- Processors fetch instructions and data from memory.
- Superscalar processors issue multiple instructions per clock cycle, increasing processing efficiency.
- They look ahead to predict which instructions will be processed next and use parallel pipelines to accomplish this.
- Data flow analysis and branch prediction enable processors to execute instructions ahead of their predicted appearance in the program.
Performance Balance
- Organizations utilize architectural adjustments to fix mismatches in component capabilities.
- Architectural adjustments include:
- Increasing the number of bits retrieved simultaneously from DRAMs ("wider" DRAMs).
- Employing wide buses for efficient data transfer.
- Reducing the time spent in main memory access to improve processing.
- Enhancing cache performance.
- Increasing interconnect bandwidth between processors and memory.
- Improving the frequency of memory access and the speed of buses using a hierarchical bus structure.
I/O Device Data Rates
- A bar graph shows the typical data rates for various I/O devices.
- Ethernet modems have the highest data rates, followed by graphics displays and Wi-Fi modems.
- Hard disks and optical discs have relatively lower data rates compared with other devices.
Improvements in Chip Organization and Architecture
- Processor speed is increasing due to smaller logic gate sizes and more tightly packed more gates.
- Increased clock rates cause reduced propagation times for signals.
- Larger and faster caches are also used, reducing cache access times.
- Processor organization and architecture are also being modified to improve instruction execution speed (e.g., parallelism).
Problems with Clock Speed and Logic Density
- Power density increases with logic and clock speed, generating more heat.
- RC delay limits electron speed due to resistance and capacitance in wires.
- As components get smaller, wire interconnects become thinner, increasing resistance and capacitance.
- Memory latency and throughput lag due to slower access speed than processor speeds.
Processor Trends
- The number of transistors, clock frequency, and cores have increased significantly over time in processor technology.
Multicore Processors
- The use of multiple processors on a single chip, without increasing clock rate, may improve performance.
- Larger caches are justified given two processors.
MIC (Many Integrated Core) and Graphics Processing Unit (GPU)
- MICs offer enhanced performance with a large number of processor cores.
- They can be used in many applications.
- GPUs are designed for parallel operations on graphics data.
- They traditionally reside on plug-in graphics cards.
Amdahl's Law
- Gene Amdahl developed a law to assess the potential speedup of programs using multiple processors relative to single processors.
- The law shows the problems encountered when creating multi-core machines.
- Software must adapt for highly parallel execution to take advantage of the processor power.
Little's Law
- A fundamental, simple relationship applicable to nearly all systems in a steady state, without leaking items, this law can be used for queuing systems.
- The average number of items in a queuing system is the product of the average arrival rate and the average time spent in the system.
Benchmark Principles
- Benchmarks should be written in higher-level languages for portability.
- Benchmarks must also represent the domain of programming well, whether related to systems, numerical, or commercial programming.
- Benchmarks should be measurable and widely accessible.
SPEC (System Performance Evaluation Corporation)
- SPEC is an industry consortium providing benchmark suites for computer systems.
- Performance measurements are widely used to compare and evaluate computer systems.
- The SPEC CPU2017 benchmark suite assesses processor intensive applications, including integer and floating-point benchmarks.
Arithmetic Mean
- The arithmetic mean (AM) is a suitable metric when the sum of measured values is meaningful or relevant.
- Arithmetic mean is useful for evaluating execution times across several system runs with different input values.
- If execution time doubles, then the AM also doubles.
Data Analysis
- Data analysis examines performance of systems using various methods.
- Examples include using arithmetic mean, geometric mean, or harmonic mean to examine data that involves rates (rather than simply execution time).
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