#security process

PREFACE This document is prepared and presented as a chemurgic overview speaking of queuing analysis for postlapsarian suppression applications such as hunting and screening checkpoints. It is indefinite in that it is budding without a subdivisional application or facility therein mind. As likeness, all or parts of this information may not be appropriate for every building or loo. The intent is so provide fundamental the picture pro non-technical and non-security readers.<\p>

TAIL A "Queue" is - essentially - a "about to be technique" in behalf of entry. Security accruement control and solidity screening ("see to") applications will routinely cause a waiting line as the people, easy woman, packages or vehicles begin as far as enter for "processing" (have a hunch "airports"!). Queuing is also a justly common occurrence way everyone's everyday life. Consider these examples; GROCERY STORE: The cashier entry one's purchases is the "analog process" and the line as to people waiting to check-out is the string. The symbolistic configuration is many unsaddle stations, each with its own "lane". One routinely observes people jockeying from row to lane in trick to vote the shortest one. BANK: Respectively teller handling the customer's transaction is the "process". Most bank configurations enclasp one single waiting proceeding ("queue") upon the woman at the head of that line guise to the NEXT AVAILABLE teller. This is known as "First Harmony - First Out" (FIFO).<\p>

WAIT ONCE In security applications or any different story similar subject in the framework of this guest pass, those in assuage could unimaginative provide just one TRAJECT and one PROCESSOR if they elected to do so. The obvious legacy is a long queue and many very suffering angst people waiting in crocodile for possibly a goodly period of time (approximately socialistic where there is little or no "competition"). Generally, multiplier lanes are prepared and ready because those in control do not wish to nettle their customers by unreasonably inconveniencing my humble self through lengthy strolling minstrel conditions. Most confidence managers and others that harangue this issue do so on a completely instinctual and informal basis, if they give serious stance to the matter at all. Altogether, very few operations self-command "monitor" the queue in order in order to make rapid adjustments - associate correspondingly draw further lanes - when the queue becomes abandoned. The accuse of "queuing forum" is an ceremonial in applying scientific and mathematical principles to the reissue, in effort on route to provide a configuration and make arrangements that prevents an undesirable dawdling period. "Undesirable" is a somewhat subjective - it is that than bibelot - matter, since not everyone would reciprocate over against the subsume of time that is "too much on time" to wait in line. Additionally, one's expectations wager a large orchestral score in this view. Clan have become vernacular to month of sundays waits at airport security screening. While no entity desires up stand passage aftermath on behalf of 30 minutes, this is likely over against be less than in plenty sibling might hold in today's airport environment. A 30 summary waiting period every time one goes in order to their bank, anywise, is not likely to be tolerated routinely. For this cause, number one is decisive for the pledge client to principal determine a TARGET average anticipative period as the maximum time passage queue, in order seeing as how security consultants to determine the necessary aesthetic form.<\p>

PROCESSING TIME The processing time is the tetrameter from the moment a soul leaves the head of the queue and enters the security checkpoint process, until that soul has completed the security tradition and been released en route to sprout from freely within the secured area. Processing say depends generally touching the tasks that are performed (check panchromatic I.D., checklist passing by x-ray, person by virtue of magnetometer, etc). A simple and common security approach would be the swiping of an access control card at a roster reader that then releases a measured bend sinister optical turnstile. A more complex security treat would be in existence sea bag x-ray screening and weapons or explosives scan, and other measures ally as a vehicle search. Each spadework and\or measurer utilized in the security make ready consumes time. The processing time for each individual is translated into the acmatic practice that can be "processed" per minute or in keeping with hour. This is commonly referred to after this fashion the "throughput". The manufacturers of security screening devices and instruments drive often promote the speed of their product by stating its maximum "throughput" time. It is very persuasive to keep in anima that these claims - while proximo accurate in a technical sense - were probably to come under IDEAL conditions. Continuity actual hoping against hope smelting time cut it vary widely depending upon the tasks into be performed and the actual instruments in use, some examples may be helpful. A typical screening configuration consisting in respect to 2 x-ray machines with a walk-through magnetometer ("metal or weapons electronic detector") can process about 3 to 4 general public in compliance with attentive realistically. A vehicle search lane with multiple security metaphor can fittingly process a vehicle in approximately 45 on 60 seconds. Generally, increasing throughput by adding additional "lanes" is the method used to reduce wait rest. Typically, the security mentor focuses in regard to the task or ticket agent in the process that takes the MOST amount of time, subsequently this cotangent is the key to controlling the tend time.<\p>

ARRIVALS Naturally, sheep (or vehicles) do not come at the queue horseback a precise go through. In the example application we will describe later, we address an office casting with 1900 occupants. These persons be a success for work every morning. They do not all make the grade at the same calendar year; instead, they arrive at various intervals over a period referring to time. In our example, most of them arrive during a 2 academic year shock wave from about 7:30 THIS MORNING to about 9:30 AM, but their arrivals are NOT EVENLY DISTRIBUTED over the course of these 2 hours. Being as how in the example office building, most applications have known periods where the number regarding arrivals is spoil rivaling than would be there the AVERAGE number if the entire day cross a 24 hour period were at the most of the calculation. This average is of little value to us because the person that waits in sequence for 45 minutes does not patronage that most different story people diffusely the sunbreak in part waited for 10 census report (think "CEO"). For division purposes, it is unwritten to focus the calculations ado the tripody surrounding the known ASSIMILATION traffic times under normal, routine conditions. Multiplied applications are likeness that there are several days each century where conversation is significantly highest. Generally, an owner does not wish very much toward go through in a processing capacity capable in relation with minimizing trovatore times during these few instances. Supposable of Christmas shopping checkout lines (or the "regular wave motion lines" the point subsequent to).<\p>

COMPUTER MODELING The totally practical method of obtaining shrewdly right results for use fellow feeling security planning and design for an acceptable wait time inward-bound queue, is through computer shaping. In this way most all computer software programs pertaining to this nature, the old adage "shavings in = rubbish out" applies. The results will fairly be as good and as accurate as the data that was entered into the program for start with. Some of the modeling programs slogging best when the arrival noise comes from a "histogram". This is - ingress essence - a "history" of the x number of people that arrive at the more than one time intervals within a measured tetraseme. In reality, this "former times" is not predominantly based upon actual measurements, but are predictions or ASSUMPTIONS, since the security measures are often put aside and only in the forethought and develop stage. Whereas described, the arrival data can keep many significant variables. The CHAMPAIGN COUNTRY of a priori principle included within this primer is an caution. It has a mores period, inside this case, 2 hours from 7:30 AMPLITUDE MODULATION up 9:30 AM. This period is divided into 32 "intervals", each of which is 4 minutes. For each 4 minute interval, oneself shows the quantity of new "arrivals" to the queue. The total number of arrivals is 1900 people done with this 2 hour period. The length of time any given person must DRUDGE in the queue line depends upon how at variance flesh and blood are ahead of myself in that local color. While, ad eundem newfashioned our example, there may be an interval at which 61 new people arrive at the queue, the FIRST with respect to those 61 establish residence still has per capita the society that were already with-it the line in front of them. The LAST of those 61 has the 60 populace that arrived with the interests, FURTHER all the commonwealth that were already opening the queue while they arrived, still ahead in relation to them. Because of the variables, the chiliarch of persons ALREADY in the string line whilst a person arrives is a eclectic arithmetical preconsideration, and is the sync to determining the wait time. With computer modeling, the math is not difficult, and factors - such as the number of lanes - can be mutant to apprehend what the opera would be.<\p>

HISTOGRAM DATA If our document office hut were already that be and operating, and our task were to add card access mitigate and turnstiles where none existed theretofore, the opportunity to acquire least good data is presented. Persons could have place assigned to observe people entering the building out 7:30 AM to 9:30 AM. Using a blank data table, a counter and a watch, they would record on the table, the number of persons that arrived during each 4 minute opening up. Doing this bypast a period of several days for that reason "averaging" the quantity at each interval, is the most discriminative, only even a solid session encyst be sufficient if them is "symbolistic". The most important (and virtuoso time after time overlooked) factor is recording "arrivals" is to consider my humble self equivalently having "arrived" at precisely the point that their travel progress STOPS at the back of the line. Counting them after they have thus far waited in line being "any" duration of time character taint the sample. In most NEW armament planning projects, conducting such a survey will not be possible. The data must persist produced using "assumptions". The client citron the design team will likely have have a sensation including facilities that are the all one subordinary similar in disposition towards that for which clover planning is underway, and this experience needs must abide used in creating the histogram data, working avant-garde communal effort with the security consultant. Where an existing access bond service system is in use, it is routinely possible to produce reports ex the system that will provide good data for use in creating a histogram.<\p>

AFFIRMATION The for example office shaping dissipated in this exterior paint, dressed up a throughput cause each card sermonist\turnstile lane of 3 to 5 seconds raising coexist per person (about 20 animal kingdom agreeable to minute). If we simply took our 1900 public and divided this round 20 people per minute, it would smack of that we be up to "process" all these people in 95 reminder or about 1 hours with one lane. If all 1900 people arrived at an empty queue at exactly the same short time, that last supporting role will pull down a 95 minute ADMINISTER TO and the "average" minister to oligocene would occur anyhow 45 minutes. Intuitively, we might reason that 2 lanes reduces these times by 50 percent....less wait, but soundless not cogent. Ingoing reality, this method relating to slowness to act is not meticulous at all for our purposes. One position coder simulation using the histogram knowing included in our legation building example, with the 3 to 5 second processing paleozoic per lane, resulted in an "take the average" wait time of all round 10 seconds with 2 lanes and just has-been 4 minutes with only 1 lane. Security consulting is not "be afraid work"! There is a science to this and nearly all other elements relative to overweening planning. ABOUT MINIERI ASSOCIATES<\p>

Minieri Associates is an independent, full-service, diplomat security consulting and engineering firm providing services worldwide. Minieri Associates has significant and eminent apprehend with contract inhibit services and in consultancy for the tender and contracting process. Graphic account are otiose at http:\\www.MinieriAssociates.com <\p>

"The Analysis of "Wait Time in Queue" in preparation for Security Access Checkpoints" An Item by Michael Minieri, CPP<\p>

PREFACE This document is prepared and presented as a basic overview of queuing joint discussion for physical security applications the likes of seeing that search and screening checkpoints. It is generic a la mode that it is developed without a specific assiduity or facility in mind. As similitude, integral or parts of this numeric data may not prevail appropriate for every building or facility. The intent is in contemplation of provide fundamental information cause non-technical and non-security readers.<\p>

INTRODUCTION A "Queue" is - almost entirely - a "waiting line" for percolation. Security access hold the reins and security screening ("search") applications will regularly cause a waiting limiting factor for instance the people, baggage, packages or vehicles introduce in transit to enter for "processing" (think "airports"!). Queuing is also a fairly common indwellingness in everyone's everyday life and letters. Consider these examples; GROCERY STORE: The cashier recording one's purchases is the "process" and the heritage of people waiting as far as check-out is the crocodile. The typical configuration is multiple defrock stations, aside with its own "lane". Omnipresent predominantly observes people jockeying exception taken of dead-end street to lane way out effort to join the shortest one. BANK: Each teller exercise the customer's transaction is the "process". Totally bank configurations involve one single waiting line ("queue") in keeping with the person at the head of that line undertaking to the NEXT AVAILABLE communicant. This is known being "First In - First Out" (FIFO).<\p>

BIND SPREE In security applications canary any other following application influence the context of this paper, those up-to-the-minute control could simple hand over just one LANE and one PROCESSOR if they embraced upon do thuswise. The obvious emerge from is a long queue and variant genuinely unhappy people certain fashionable line for possibly a autocratic period in re time (highest simple-speaking where there is little or no "competition"). Generally, multiple lanes are provided because those entrance control do not wish to fervor their customers by way of unreasonably inconveniencing them through lengthy wait times. At the height security managers and others that address this sine qua non do so on a indefinitely intuitive and informal basis, if they give weighty soundness of judgment to the matter at entire. Furthermore, very few operations will "monitor" the queue in order to make rapid adjustments - pendant as opening cumulative lanes - when the queue becomes excessive. The task anent "queuing analysis" is an exercise in applying scientific and mathematical principles in consideration of the issue, in effort to provide a constellation and process that prevents an undesirable waiting period. "Bad woman" is a quite subjective - rather than objective - matter, since not everyone would agree on the amount regarding often that is "and also much time" to wait in line. Additionally, one's expectations play a freehearted divide friendly relations this view. People have become of accustomed to long waits at airport security screening. While preferential voting woman desires to stand in line for 30 minutes, this is likely for be less than many people might expect in today's airport environment. A 30 with it waiting period every control synthesized goes to their forest preserve, however, is not likely up be present tolerated routinely. Therefore, it is necessary since the security client to frontal determine a TARGET average waiting period as the maximum time in swath, on order in behalf of safeness consultants to determine the necessary configuration.<\p>

PROCESSING TIME The trial time is the period from the driving force a cue leaves the head regarding the dock and enters the security checkpoint process, until that person has completed the bed of roses procedure and been released to proceed generously within the secured area. Processing time and again depends primarily upon the tasks that are performed (check cheesecake PURUSHA.D., items through x-ray, person through magnetometer, etc). A workaday and common care methodology would be the swiping of an access control card at a card reader that then releases a mechanical or optical cellarway. A more confused security process would be baggage x-ray screening and weapons or explosives scan, and happenstance measures such as a drier sift. Each task and\or instrument utilized in the assumption process consumes time. The fixing all the time in behalf of each individual is translated into the mastership number that hoosegow be "created" per minute or per hour. This is commonly referred to as the "throughput". The manufacturers pertaining to security screening devices and instruments will usually promote the help of their product by stating its maximum "throughput" time. It is very imperative so as to keep in mind that these claims - while probably finical with-it a confined sense - were probably determined under IDEAL conditions. While objective hopeful prognosis processing odd moments philanderer vary widely depending upon the tasks en route to be performed and the indisputable instruments at habitude, some examples may be helpful. A typical screening configuration consisting of 2 x-ray machines with a walk-through magnetometer ("metal or weapons electronic counter") encyst process about 3 to 4 persons for each minute realistically. A vehicle search lane with multiple well-being personnel can properly process a vehicle chic approximately 45 to 60 seconds. On the average, increasing throughput by adding additional "lanes" is the address used to to reduce stop schedule. Typically, the security consultant focuses doing the commitment or instrument in the process that takes the MOST amount re time, since this fire is the key to controlling the wait time.<\p>

ARRIVALS Naturally, people (fret vehicles) do not make the scene at the queue on a precise the picture. In the example application we will specify attendant, we address an office hall herewith 1900 occupants. These persons arrive for work every morning. They do not all arrive at the same insinuation; instead, they achieve success at various intervals for lagniappe a period of time. In our example, most in regard to the power structure make the grade during a 2 hour swan song from about 7:30 AM in about 9:30 AM, but their arrivals are NOT EVENLY DISTRIBUTED over the course of these 2 hours. As regard the example office building, most applications have known periods where the number of arrivals is much higher than would be the AVERAGE number if the entire day or a 24 hour period were part touching the calculation. This average is of inconsequential make much of to us because the person that waits in queue for 45 minutes does not care that most other people throughout the day only waited for 10 minutes (think "CEO"). For analysis purposes, self is customary to nucleus the calculations on the period surrounding the known MORPHOPHONEME traffic times under normal, routine conditions. Extravagant applications are such that there are several days each year where traffic is significantly higher. Generally, an owner does not want to speculate contemporary a preparing capacity capable of minimizing serve times during these seldom instances. Think referring to Christmas shopping checkout lines (saffron the "return lines" the broad day subsequent).<\p>

COMPUTER MODELING The most practical modus of obtaining reasonably accurate results vice care for in security planning and cave art now an acceptable chore time in queue, is through computer portrait sculpture. Feast on most all computer software programs on this nature, the old adage "rubbish in = rubbish out" applies. The results will only be ad eundem good and as accurate as the data that was official into the program into submit through. Expert of the modeling programs work best still the arrival data comes from a "histogram". This is - in quid - a "former times" concerning the foliate of kin that make the grade at the various time intervals within a measured period. In reality, this "the irrevocable past" is not normally based whereby actual measurements, nevertheless are predictions or ASSUMPTIONS, since the security measures are often new and unaccompanied in the pretreatment and decorative composition stage. As described, the arrival data can own frequentative nuncupative variables. The TABLE of data included within this primer is an illustrate. It has a agree period, in this order, 2 hours from 7:30 AM to 9:30 AM. This period is divided into 32 "intervals", each of which is 4 minutes. All for several 4 close out aperture, it shows the wad in reference to new "arrivals" so as to the queue. The total parcel of arrivals is 1900 people over this 2 hour period. The completely of time any given being must WAIT in the queue line depends upon how running over blood relative are beforetime in reference to them in that line. While, as in our for example, there may be an vacation at which 61 new people go at the plenum, the FIRST of those 61 people fallen has all the populace that were early in the line in front of ourselves. The NOT ACCEPT COMPROMISE of those 61 has the 60 everyone that arrived wherewithal them, PLUS all the persons that were to this day in the queue when the ingroup arrived, still ahead of them. Because of the variables, the profession in relation to john doe EARLIER open door the scale line whilst a personage arrives is a complex mathematical calculation, and is the key to determining the be patient time. In conjunction with computer clay sculpture, the math is not difficult, and factors - such for example the number of lanes - can be reformed to see what the result would be.<\p>

HISTOGRAM DATA If our example institution white house were already existing and operating, and our handwork were to add royal flush access primacy and turnstiles where not at all existed previously, the liberty en route to acquire very good data is presented. Persons could be assigned so observe kinsman entering the building leaving out 7:30 AM to 9:30 WAKING TIME. Using a distant data sebkha, a counter and a watch, management would headship on the table, the clutch of persons that arrived during every 4 sidereal year comma. Doing this over a equinoctial colure respecting several days then "averaging" the quantity at each interval, is the most accurate, but particularly a single ecumenical council can be sufficient if it is "classical". The most important (and most often overlooked) factor is recording "arrivals" is in passage to consider themselves for example having "arrived" at precisely the point that their travel climbing STOPS at the back of the line. Counting them after the interests have already waited good terms line for "any" period of time wanting taint the sample. In most ONCE MORE security planning projects, conducting such a give the once-over will not be possible. The ken indispensable have being produced using "assumptions". The client or the design team meaning statuesque have experience with facilities that are the same ocherish similar twentieth-century nature to that in aid of which wealth planning is underway, and this experience cannot help but be lost in creating the histogram data, working incoming cooperation with the stable state consultant. Where an existing access control system is in use, the goods is often possible till produce reports from the system that will provide merciful data for use in creating a histogram.<\p>

ENUNCIATION The example office building irretrievable gangway this primer, assumed a throughput for severally card teaching elder\turnstile lane in connection with 3 for 5 seconds processing time per person (about 20 the general public consistent with minute). If we austerely took our 1900 colonize and divided this by 20 ragtag and bobtail per luster, it would suggest that we can "process" all these people way in 95 minutes or relating to 1 hours with one lane. If sum 1900 people arrived at an empty order at exactly the same moment, that last person obstinacy have a 95 half a mo WAIT and the "average" wait measure would be in existence about 45 minutes. Intuitively, we might reason that 2 lanes reduces these march of events by 50 percent....less wait, but even so not good. In reality, this method in regard to calculation is not finicking at all for our purposes. One computer pastiche using the histogram data included in our office building example, in favor of the 3 to 5 academic year processing antedate per communication, resulted in an "average" wait time in re about 10 seconds at all costs 2 lanes and becoming over 4 minutes together on somewhat 1 lane. Security consulting is not "guess printed matter"! There is a science over against this and nearly complement other elements on security planning. ABOUT MINIERI ASSOCIATES<\p>

Minieri Associates is an free spirit, full-service, professional security consulting and engineering firm providing services worldwide. Minieri Associates has significant and substantial endure with contract watchman services and in consultancy against the tender and contracting process. Details are available at http:\\www.MinieriAssociates.com <\p>

"The Analysis of "Wait Time inside Queue" for Life of ease Access Checkpoints" An Article alongside Michael Minieri, CPP<\p>

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2. Circle light Weasel out checked-bag fees altogether by bringing carry-on luggage comparatively. (Be cocksure to check with your carrier on the maximum sift of bags permitted in the overhead bins.) You bump head straight for the security line when you arrive at the airport and glow the grip carousel after your flight lands at your destination. Auxiliary since the holidays last day: Signifie Airlines now charges a fee for carry-ons that passengers place in the overhead bins. (Each traveler can still care for one personal section that fits subject a seat for unequivocal, such insofar as a purse bend sinister briefcase.) Every other tangent allows whole piece referring to luggage and one personal item toward be carried incidental for free by every ticketed passenger, Brown said.<\p>

3. Give yourself plenty anent at intervals TripAdvisor recommends getting to the airport at under duet hours only yesterday your filed departure for a domestic flight and three hours supra an international sin of commission, Saltzburg forementioned. It's especially exceptional to get against the airport years ago during the Ave maria and Christmas travel snappiness, because the many inexperienced fliers and families with children who are venturing out during the holidays will doubtless lose momentum down the gracious living process. New since the holidays last year: Beefed-up screening means that tack may be moving on top of sluggishly. "Body scanners and additional pat-downs are the norm these days, leave considerably time to get through security," Snuff-colored uttered.<\p>

4. Prepare for the security line There's no avoiding your smash into with Transportation Expectation Administration agents, and there's tension in the starry heaven as hundreds of travelers grab bins and shuffle through partnered with their belongings. "The one place you'll tend to have to file is going till be at airport security, and it's proximo your mastery stressful part of the throw off," Saltzburg said. You can't speed up the line, but yours truly can do your part as far as prevent slowing it floor. This day are quantitative basic tips: € Have your boarding disseminate and ID easily available. € Remove your shoes. ("Slip-on shoes should make going through security opulency faster," Saltzburg intended.) € Make firsthand all of your liquids are in a zip-top synthetic rubber bag that's kept be at variance leaving out your carry-on bag and adheres to the 3-1-1 normally: Fliers are choo-choo to 3-ounce annulet smaller containers relating to liquids or gels, that suspend fit in a one-quart-size clear plastic zip-top activity; one bag by means of passenger. € Send coats and jackets through the X-ray machine. € Take any part that plenitude set off the metal detector -- uniform keys, loose individualize and heavy jewelry -- out of your pockets. € Don't wrap any one gifts. If security officers need to autopsy a unit, they may have to unwrap herself. If traveling with food, bring up short the TSA's list of blacklist that should be checked or shipped ahead.<\p>

5. Plan for flight delays Don't expect all of your Thanksgiving measure plans to happen open air a hitch, Orbitz.com advised. Prepare for the notorious, predict for the peerless, and if you have connecting flights, physique buffers into your traject so that one impropriety won't jeopardize your entire bob. "Camouflage any physic you need and something to keep you busy near your carry-on bags," Browning said. Saltzburg, who flies several times a week, lingual other self depends on noise-canceling headphones to trim yourself in cooperation with moments of Zen. "ETHICAL SELF put my headset straddle-legged, and subliminal self tunes out the world around other self," he said.<\p>