Computer Organization and Architecture - Chapter 2

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Questions and Answers

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?

  • 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?

  • 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?

<p>By identifying dependencies between instructions. (B)</p> Signup and view all the answers

What is the effect of keeping execution engines busy through speculative execution?

<p>It maximizes the throughput of executing correct instructions. (C)</p> Signup and view all the answers

What is the purpose of the benchmark in SPEC documentation?

<p>To evaluate system performance through the compiler output optimization (B)</p> Signup and view all the answers

Which metric focuses on the time taken to execute a compiled benchmark?

<p>Speed metric (C)</p> Signup and view all the answers

What does the rate metric indicate in the context of performance evaluation?

<p>The capacity of a system to complete tasks within a specified timeframe (C)</p> Signup and view all the answers

What is the role of the reference machine in SPEC benchmarks?

<p>To establish a consistent baseline performance for all benchmarks (A)</p> Signup and view all the answers

What is required for all reported results in the context of SPEC documentation?

<p>Following strict guidelines for compilation (D)</p> Signup and view all the answers

What has contributed to the dramatic drop in the cost of computer systems?

<p>Advancements in microprocessor production and design (A)</p> Signup and view all the answers

Which of the following applications requires significant power from modern microprocessors?

<p>Speech recognition (A)</p> Signup and view all the answers

How do modern cloud service providers meet the needs for high-volume applications?

<p>Using massive high-performance banks of servers (D)</p> Signup and view all the answers

What technique allows contemporary processors to improve performance by handling multiple instructions?

<p>Superscalar execution (B)</p> Signup and view all the answers

What does the processor's ability to predict which instructions are likely to be processed next refer to?

<p>Branch prediction (C)</p> Signup and view all the answers

Which scenario exemplifies the use of advanced processors in business environments?

<p>Heavy transaction and database processing (A)</p> Signup and view all the answers

What characteristic allows processors to move data or instructions efficiently?

<p>Conceptual pipeline processing (D)</p> Signup and view all the answers

Which of the following is NOT a modern application requiring high-performance processing?

<p>Data entry tasks (C)</p> Signup and view all the answers

Which programming language is primarily used for weather forecasting applications?

<p>Fortran (D)</p> Signup and view all the answers

What is the application area of the 'blender_r' benchmark?

<p>3D rendering and animation (B)</p> Signup and view all the answers

Which of the following benchmarks has the highest Kloc value?

<p>wrf_r (C)</p> Signup and view all the answers

Which benchmark is used for fluid dynamics?

<p>ibm_r (C)</p> Signup and view all the answers

Which programming languages are commonly used in the 'cam4_r' benchmark?

<p>Fortran, C (D)</p> Signup and view all the answers

What is the primary focus of the 'fotonik3d_r' benchmark?

<p>Computational electromagnetics (C)</p> Signup and view all the answers

Which benchmark is related to molecular dynamics with the least Kloc?

<p>nab_r (D)</p> Signup and view all the answers

What specific application area does 'parest_r' relate to?

<p>Optical tomography (D)</p> Signup and view all the answers

What is the arithmetic mean of execution times for Program 1 on Computer A?

<p>1.38 secs (C)</p> Signup and view all the answers

Which computer has the highest harmonic mean rate for Program 2?

<p>Computer A (C)</p> Signup and view all the answers

What is the geometric mean of normalized times for Computer C under the normalization of Computer A?

<p>1.41 (B)</p> Signup and view all the answers

What is the total execution time for Program 2 on Computer B?

<p>3.0 secs (D)</p> Signup and view all the answers

What does the harmonic mean of rates for Computer B indicate?

<p>More resistant to outliers (B)</p> Signup and view all the answers

Which normalized time is the lowest for Program 1 across all computers?

<p>0.75 for Computer C (B)</p> Signup and view all the answers

What is the arithmetic mean of the rates for Program 1 on Computer C?

<p>79.17 MFLOPS (B)</p> Signup and view all the answers

What is the inverse of the total execution time for Program 1 on Computer A expressed in MFLOPS?

<p>0.36 MFLOPS (C)</p> Signup and view all the answers

Which benchmark has the highest base rate recorded?

<p>525.x264_r (A)</p> Signup and view all the answers

What is the peak rate for the benchmark 520.omnetpp_r?

<p>1140 (A)</p> Signup and view all the answers

Which of the following benchmarks has the lowest base seconds duration?

<p>548.exchange2_r (C)</p> Signup and view all the answers

What is the difference in seconds between the base duration of 505.mcf_r and 502.gcc_r?

<p>60 (A)</p> Signup and view all the answers

Which benchmark has the same base and peak seconds of 722 and 713, respectively?

<p>520.omnetpp_r (C)</p> Signup and view all the answers

What is the peak rate of the 541.leela_r benchmark?

<p>1420 (D)</p> Signup and view all the answers

How is the benchmark 557.xz_r characterized in terms of base and peak rates?

<p>Low base and peak rates (B)</p> Signup and view all the answers

Which benchmark has the second highest peak rate recorded?

<p>541.leela_r (B)</p> Signup and view all the answers

Flashcards

Instruction-Level Parallelism

The ability of a processor to issue more than one instruction in every clock cycle, thus increasing processing speed.

Pipelining

The processor performs actions on data or instructions in a continuous flow, with different stages happening concurrently.

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

Microprocessor speeds are increasing at a rapid rate while hardware costs are decreasing.

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Demand for Powerful Processors

Applications requiring significant processing power like image processing, 3D rendering, and multimedia are becoming increasingly common.

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Server Farms in Businesses

Large server farms handle massive data processing, transactions, and client-server networks, replacing the traditional mainframe setups.

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Cloud Service Providers and Server Farms

Cloud service providers utilize vast server infrastructures to cater to high-demand applications across a diverse range of clients.

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Shift from Mainframes to Cloud

The advancement of cloud computing and high-performance server farms has shifted the computing landscape from centralized mainframes to distributed, powerful networks.

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Superscalar execution

A technique where a processor executes multiple instructions simultaneously, utilizing multiple execution units to boost performance.

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Data flow analysis

The analysis of how data flows through a program to identify dependencies and optimize execution order. This is crucial for effective pipelining and superscalar execution.

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Speculative execution

A speculative approach where a processor executes instructions before it's confirmed they will be needed. If the prediction is correct, execution continues uninterrupted. If not, the speculative results are discarded.

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Arithmetic Mean

The arithmetic mean is calculated by summing all values in a dataset and dividing by the number of values. It represents the average value of the dataset.

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Harmonic Mean

The harmonic mean is calculated by taking the reciprocal of the average of the reciprocals of all values in a dataset. It emphasizes values that are smaller than the average.

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What is the Harmonic Mean used for?

The harmonic mean is used to average rates when the total work is constant. For example, calculating the average speed over a fixed distance when traveling at different speeds.

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When is the Arithmetic Mean used for Rates?

When calculating the average rate of a process, the arithmetic mean is used when the total time is constant, like in the case of averaging speeds over a fixed time interval.

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Geometric Mean

The geometric mean is a type of mean that is used when the values in a dataset are multiplicative, not additive. It's found by multiplying all values in the dataset and taking the nth root, where n is the number of values.

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When is the Geometric Mean used?

The geometric mean is used to calculate average rates, like for growth rates or returns on investment, when the change in value is not linear but multiplicative.

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Difference between Geometric and Harmonic Mean

The harmonic mean is typically used when the values are rates, such as speeds, while the geometric mean is used when dealing with values that are multiplicative, like growth rates.

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Summary of the 3 Mean Types

The arithmetic mean is a simple average while the harmonic mean is used specifically for rates and the geometric mean handles multiplicative values.

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Rate

Measures how many instructions per second a processor can execute, indicating its processing power.

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Seconds

The time taken for a processor to execute a set of instructions. It reflects the processor's efficiency in getting the job done.

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Benchmark

A reference point or standard for measuring processor performance. It provides a baseline for comparing processors.

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SPEC CPU 2017

Used to test and evaluate the performance of processors across different workloads and application scenarios. Helps understand how processors perform in real-world scenarios.

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Integer Benchmarks

A category of processor tests focusing on tasks that involve manipulating integers, which are whole numbers. This is important for applications that require fast and efficient manipulation of numbers.

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HP Integrity Superdome X

A prominent example of a server designed for high-performance computing, especially for data-intensive tasks.

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Rate Result

A set of performance results obtained from running benchmarks on a processor. It indicates how many copies of a workload could be run on the processor in a specified time.

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Multi-core Processor

A type of multi-core processor that aims to offer high performance by distributing tasks across multiple cores efficiently.

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Kloc

A unit of measurement for the size of a program's source code, calculated by counting the number of lines of code in the source code files (including whitespace, comments, and empty lines) after build and dividing by 1,000.

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Application Area

A class of benchmark programs that measure the performance of computer systems in a specific area. In this context, it refers to measuring performance in the context of computer systems' usage.

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Speed

A numerical value used to indicate how quickly a program executes. It is a representation of a program's performance.

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Language

The programming language used to write the source code of a particular program. This might include languages like C++, Fortran, or C.

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Server Farm

A large collection of servers interconnected to form a distributed computing infrastructure. Think of it as a massive computer system designed to handle heavy workloads

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Reference machine

A computer system used to measure the performance of other computer systems, acting as a baseline for comparison.

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Peak metric

A test that aims to optimize the performance of a computer system by optimizing the compiler output.

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Rate metric

A measurement of how many tasks a computer can complete within a specific time period, indicating the system's throughput, capacity, or rate.

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Speed metric

A measurement of the time it takes to execute a compiled benchmark, reflecting the system's speed in performing a single task.

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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.
  • 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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