Apple patent involves software fingerprinting
TweetFollow Us on Twitter

Apple patent involves software fingerprinting

An Apple patent (number 20100199266) involving software fingerprinting has appeared at the US Patent & Trademark Office. It relates generally to analyzing software performance, and more particularly, to a system, method, and program for graphically presenting code execution data in order to quickly identify of areas of code which may represent opportunities for optimization.

A system, method, and computer program for analyzing code execution and software performance characteristics are disclosed. Samples of executing code may be taken based on any of a number of various triggers. For example, samples may be triggered based on function calls, such as malloc calls. Alternatively, samples may be triggered based on occurrence of a specified event. Code execution is graphically displayed such that certain patterns may be easily identified. Multiple redundant function calls and areas of code having excessively deep function calls can be readily spotted. Such areas represent opportunities for performance optimization. The inventors are Christinia E. Warren, Sanjay K. Patel and Nathan Slingerland.

Here's Apple's summary of the invention: "In analyzing software performance, the impact of an operation on performance may be considered as a function of cost(operation)*use(operation). Traditional performance tools concentrate more on cost than on use. While prior art tools provide information about where time is being spent and how often functions are called, they do not provide any indication of how the function was called during program execution. To better understand a program's behavior so as to provide insight into how a program may be optimized, use-based tracing would be desirable.

"A need therefore exists for a system, method, and tool for analyzing software performance characteristics that overcomes the limitations of the prior art. The present invention improves upon the prior art by presenting code execution information in such a way that conveys information pertaining to function usage. The present invention provides for the visual display of code execution data such that repetitive patterns and excessively deep function calls can be readily identified as areas in need of improvement (i.e., areas having suspect performance). Thus, the present invention allows for quick and efficient analysis of code execution by quickly finding areas of code that can be improved in order to optimize software performance.

"In accordance with certain embodiments of the present invention, a system, method, and program for analyzing code execution are provided, wherein a number of samples are taken of the code during run-time. For each sample, the program's stack backtrace and other information can be recorded. In accordance with the present invention, sampling is not limited to time-based sampling. Samples may also be taken based on the occurrence of a specified function call (function call sampling). For example, samples may be taken based on the occurrence of a memory allocation call (memory allocation sampling).

"Samples may also be taken based on a specified hardware or operating system ('OS') event such as a crash, page fault, cache miss, instruction stall, or other event of interest (event sampling). A system trace may also be performed in order to understand scheduling behavior. A Java trace may also be performed in order to provide time/allocation tracing in Java. In time-based profiling, each sample may be displayed graphically as a plot of callstack depth versus time. For event-based sampling, each sample may be displayed as a plot of callstack depth versus event number. For malloc-based (i.e., memory-allocation-based) or other function-call-sampling or event-based sampling, each sample may be displayed as a plot of callstack depth versus sample number.

"By graphically displaying code execution chronologically, certain patterns in the code execution paths may be quickly and easily identified. Such patterns represent specific call patterns through the code. For example, repeated patterns in a graph in accordance with the invention indicates loops that walk through the same functions. Once recognized as an area in need of improvement, such areas may be optimized by, for example, removing invariant calculations from within a loop. Furthermore, areas of code having excessively deep function calls can be readily spotted. Such areas generally represent inefficient call sequences which can likely be improved to optimize performance. Oftentimes, dramatic performance gains may be achieved by optimizing only a small number of key functions which are responsible for the vast majority of CPU time used by a program."

 

Community Search:
MacTech Search:

Software Updates via MacUpdate

Smooth Operator! (Games)
Smooth Operator! 1.0 Device: iOS Universal Category: Games Price: $2.99, Version: 1.0 (iTunes) Description: Smooth Operator is a weird, weird two-player kissing game. Squeeze in for 2 player fun on a single iPad, creating awkward... | Read more »
_PRISM Guide - How to solve those puzzle...
_PRISM is a rather delightful puzzle game that’s been tailor made for touch screens. While part of the fun is figuring things out as you go along, we thought we’d offer you a helping hand at getting in the right mindset. Don’t worry about messing... | Read more »
Set off on an adventure through the Cand...
Like match three puzzlers? If so, Jelly Blast, the innovative iOS and Android game which launched last year, is worth a look. Jelly Blast sees you head off on an epic adventure through the Candy Kingdom with your friends Lily, Mr. Hare, and Mr.... | Read more »
Ellipsis - Touch. Explore. Survive. (...
Ellipsis - Touch. Explore. Survive. 1.0 Device: iOS Universal Category: Games Price: $2.99, Version: 1.0 (iTunes) Description: | Read more »
Ys Chronicles II (Games)
Ys Chronicles II 1.0.0 Device: iOS Universal Category: Games Price: $4.99, Version: 1.0.0 (iTunes) Description: After a hard fight to recover the six sacred books in Ys Chronicles I, Adol is back for a sequel! | Read more »
FINAL FANTASY Ⅸ (Games)
FINAL FANTASY Ⅸ 1.0.4 Device: iOS Universal Category: Games Price: $16.99, Version: 1.0.4 (iTunes) Description: ==========●Special sale price for the FINAL FANTASY IX release! ●20% off from February 10 to February 21, 2016... | Read more »
Tennis Club Story (Games)
Tennis Club Story 1.03 Device: iOS Universal Category: Games Price: $4.99, Version: 1.03 (iTunes) Description: Aim for the ace position of tennis club prestige in this simulation! Your leadership decides if players make it to the big... | Read more »
Juggernaut Wars guide - How to use skill...
Juggernaut Warsis a brand new auto-RPG on iOS and Android that challenges you to build a team of heroes, send them out into various different missions to defeat waves of heroes, and level them up to increase their power. The actual combat itself... | Read more »
Check out the new Pirate Attack update i...
Love pirates and board games? Well, you'll love the new Pirate Attack themed update that just launched in Game of Dice. It adds a bunch of new content themed around pirates, like an all new event map based on a pirate ship which revamps the toll... | Read more »
Splash Cars guide - How to paint the tow...
Splash Cars is an arcade driving game that feels like a hybrid between Dawn of the Plow and Splatoon. In it, you'll need to drive a car around to repaint areas of a town that have lost all of their color. Check out these tips to help you perform... | Read more »

Price Scanner via MacPrices.net

Sale! B&H Photo offers 12-inch Retina Mac...
B&H Photo has 12″ Retina MacBooks on sale for $300 off MSRP for a limited time. Shipping is free, and B&H charges NY tax only: - 12″ 1.1GHz Gray Retina MacBook: $999 $300 off MSRP - 12″ 1.... Read more
App Annie Reveals Future of the App Economy:...
App Annie, a San Francisco based mobile app data and insights platform, has launched its first comprehensive app economy forecast. This new offering will provide brands, agencies, investors and app... Read more
Apple restocks Certified Refurbished Mac mini...
Apple has restocked Certified Refurbished 2014 Mac minis, with models available starting at $419. Apple’s one-year warranty is included with each mini, and shipping is free: - 1.4GHz Mac mini: $419 $... Read more
What iPad Pro Still Needs To Make It Truly Pr...
I love my iPad Air 2. So much that I’m grudgingly willing to put up with its compromises and limitations as a production tool in order to take advantage of its virtues. However, since a computer for... Read more
21-inch 3.1GHz 4K on sale for $1399, $100 off...
B&H Photo has the 21″ 3.1GHz 4K iMac on sale $1399 for a limited time. Shipping is free, and B&H charges NY sales tax only. Their price is $100 off MSRP: - 21″ 3.1GHz 4K iMac (MK452LL/A): $... Read more
Apple price trackers, updated continuously
Scan our Apple Price Trackers for the latest information on sales, bundles, and availability on systems from Apple’s authorized internet/catalog resellers. We update the trackers continuously: - 15″... Read more
Save up to $240 with Apple Certified Refurbis...
Apple is now offering Certified Refurbished 12″ Retina MacBooks for up to $240 off the cost of new models. Apple will include a standard one-year warranty with each MacBook, and shipping is free. The... Read more
Apple refurbished 13-inch Retina MacBook Pros...
Apple has Certified Refurbished 13″ Retina MacBook Pros available for up to $270 off the cost of new models. An Apple one-year warranty is included with each model, and shipping is free: - 13″ 2.7GHz... Read more
Apple refurbished Time Capsules available for...
Apple has certified refurbished Time Capsules available for $120 off MSRP. Apple’s one-year warranty is included with each Time Capsule, and shipping is free: - 2TB Time Capsule: $179, $120 off - 3TB... Read more
13-inch 2.5GHz MacBook Pro (refurbished) avai...
Apple has Certified Refurbished 13″ 2.5GHz MacBook Pros available for $829, or $270 off the cost of new models. Apple’s one-year warranty is standard, and shipping is free: - 13″ 2.5GHz MacBook Pros... Read more

Jobs Board

Infrastructure Engineer - *Apple* /Mac - Rem...
…part of a team Requires proven problem solving skills Preferred Additional: Apple Certified System Administrator (ACSA) Apple Certified Technical Coordinator (ACTC) Read more
Lead Engineer - *Apple* OSX & Hardware...
Lead Engineer - Apple OSX & Hardware **Job ID:** 3125919 **Full/Part\-Time:** Full\-time **Regular/Temporary:** Regular **Listed:** 2016\-02\-10 **Location:** Cary, Read more
Simply Mac *Apple* Specialist- Service Repa...
Simply Mac is the largest premier retailer of Apple products in the nation. In order to support our growing customer base, we are currently looking for a driven Read more
Infrastructure Engineer - *Apple* /Mac - Rem...
…part of a team Requires proven problem solving skills Preferred Additional: Apple Certified System Administrator (ACSA) Apple Certified Technical Coordinator (ACTC) Read more
Lead Engineer - *Apple* OSX & Hardware...
Lead Engineer - Apple OSX & Hardware **Job ID:** 3125919 **Full/Part\-Time:** Full\-time **Regular/Temporary:** Regular **Listed:** 2016\-02\-10 **Location:** Cary, Read more
All contents are Copyright 1984-2011 by Xplain Corporation. All rights reserved. Theme designed by Icreon.