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Race to halt

As explained in The Art of Code

Race to halt is an energy-efficiency technique that completes work quickly so a computing system can return sooner to an idle or low-power state.

Race to halt means completing work quickly so a machine can return sooner to an idle or low-power state. Shorter high-power operation can reduce total energy use, even when instantaneous power briefly rises. section 8.4.5

Invoice batches

A monthly invoice job processes thousands of users while the server handles 200 invoices at once. Partition customer IDs into batches, generate each batch, avoid batches that are unnecessarily small, and use concurrency when the available CPU cores can support it. section 8.4.5

Apply the technique by:

  • Using available CPU capacity efficiently instead of stretching work across a longer period. section 8.4.5
  • Balancing batch size and concurrency against workload limits and system resilience. section 8.4.5
List<Long> customerIds = loadCustomerIds();
List<List<Long>> batches = Lists              #1
  .partition(customerIds, 200);               #1
for (List<Long> batch : batches) {
  generateInvoices(batch);
}

A Java listing demonstrates partitioning customer IDs into fixed-size batches before invoice generation. section 8.4.5

How The Art of Code covers it

How deep it goes
Explains the energy rationale and recommends batch sizing and concurrency, but gives no quantitative power model.
Examples
Uses monthly invoice generation, 200-item batches, customer IDs, and Guava's Lists.partition.
What it assumes
Assumes familiarity with batch processing and CPU capacity while introducing the energy tradeoff from execution duration.
What you can do after
Apply it via appropriately sized batches and concurrency that finish bounded workloads sooner.
How it connects
Connects batch processing with concurrency, CPU utilization, low-power states, rate limiting, and resilience strategies.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of The Art of Code. The section links point to the parts of the book it draws on.